@article{Fu_etal_tmm24,
author = {Ying Fu and Xinyu Zhu and Xiaojie Li and Xin Wang and Xi Wu and Shu Hu and Siwei Lyu and Yi Wu},
journal = {IEEE Transactions on Multimedia},
title = {{VB-KGN: Variational Bayesian Kernel Generation Networks for Motion Image Deblurring}},
volume = {},
number = {},
pages = {},
year = {2024},
}
@article{sun_etal_tetc24,
author = {Sun, Pu and Qi, Honggang and Li, Yuezun and Lyu, Siwei},
journal = {{IEEE Transactions on Emerging Topics in Computing (TETC)}},
title = {{FakeTracer: Catching Face-swap DeepFakes via Implanting Traces in Training}},
volume = {},
number = {},
pages = {},
year = {2024},
}
@article{li_etal_cviu24,
author = {Li, Yuezun and Sun, Pu and Qi, Honggang and Lyu, Siwei},
journal = {{Computer Vision and Image Understanding (CVIU)}},
title = {{LandmarkBreaker: A Proactive Method to Obstruct DeepFakes via Disrupting Facial Landmark Extraction}},
volume = {},
number = {},
pages = {},
year = {2024},
}
@article{lyu_ocj24,
author = {Siwei Lyu},
journal = {{Organizational Cybersecurity Journal: Practice, Process and People}},
title = {{DeepFake the Menace: Mitigating the Negative Impacts of AI-synthesized Media}},
volume = {to appear},
number = {},
pages = {},
year = {2024},
}
@article{zhang_etal_tcsvt24,
author = {Zhang, Cong and Qi, Honggang and Wang, Shuhui and Li, Yuezun and Lyu, Siwei},
journal = {IEEE Transactions on Circuits and Systems for Video Technology},
title = {{COMICS: End-to-end Bi-grained Contrastive Learning for Multi-face Forgery Detection}},
volume = {},
number = {},
pages = {},
year = {2024},
}
@article{lu_etal_tifs24,
author = {Lu, Jiucui and Zhou, Jiaran and Li, Bin and Dong, Junyu and Lyu, Siwei and Li, Yuezun},
journal = {IEEE Transactions on Information Forensics and Security},
title = {ForensicsForest Family: A Series of Multi-scale Hierarchical Cascade Forests for Detecting GAN-generated Faces},
volume = {},
number = {},
pages = {},
year = {2024},
}
@article{Ju_etal_tmm24,
author = {Yan Ju and Shan Jia and Jialing Cai and Haiying Guan and Siwei Lyu},
journal = {IEEE Transactions on Multimedia},
title = {{GLFF: Global and Local Feature Fusion for AI-synthesized Image Detection}},
volume = {26},
number = {},
pages = {4073-4085},
year = {2024},
}
@inproceedings{huang_etal_neurips24c,
author = {Mingzhen Huang and Jialing Cai and Shan Jia and Vishnu Suresh Lokhande and Siwei Lyu },
booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
title = {ParallelEdits: Efficient Multi-Aspect Text-Driven Image Editing with Attention Grouping},
address = {Vancouver, Canada},
year = {2024},
}
@inproceedings{yang_etal_neurips24b,
author = {Yifan Yang and Zhaofeng Si and Siwei Lyu and Kaiyi Ji},
booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
title = {First-Order Minimax Bilevel Optimization},
address = {Vancouver, Canada},
year = {2024},
}
@inproceedings{chen_etal_neurips24a,
author = {Zhenyu Zhou and Defang Chen and Can Wang and Chun Chen and Siwei Lyu },
booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
title = {Simple and Fast Distillation of Diffusion Models},
address = {Vancouver, Canada},
year = {2024},
}
@inproceedings{ju_etal_mipr24,
author = {Ju, Yan and Sun, Chengzhe and Jia, Shan and Hou, Shuwei and Si, Zhaofeng and Datta, Soumyya Kanti and Ke, Lipeng and Zhou, Riky and Nikolich, Anita and Lyu, Siwei},
booktitle = {2024 IEEE 7th International Conference on Multimedia Information Processing and Retrieval (MIRP)},
title = {DeepFake-O-Meter v2. 0: An Open Platform for DeepFake Detection},
address = {},
year = {2024},
}
@inproceedings{chauhan_imvip24b,
author = {Mihir Chauhan and Mohammad Abuzar Hashemi and Bina Ramamurthy and Mingchen Gao and Siwei Lyu and Sargur Srihari},
booktitle = {Irish Machine Vision and Image Processing},
title = {{Vision-Language Model Based Handwriting Verification}},
address = {Limerick, Ireland},
year = {2024},
}
@inproceedings{chauhan_imvip24a,
author = {Mihir Chauhan and Mohammad Abuzar Hashemi and Bina Ramamurthy and Mingchen Gao and Siwei Lyu and Sargur Srihari},
booktitle = {Irish Machine Vision and Image Processing},
title = {{Self-Supervised Based Handwriting Verification}},
address = {Limerick, Ireland},
year = {2024},
}
@inproceedings{chen_etal_icml24,
author = {Chen, Defang and Zhou, Zhenyu and Wang, Can and Shen, Chunhua and Lyu, Siwei},
booktitle = {Proceedings of the Forty-first International Conference on Machine Learning},
title = {On the Sampling Structure of Diffusion Models},
address = {Vienna, Austria},
year = {2024},
}
@inproceedings{jia_etal_cvprw24,
author = {Jia, Shan and Lyu, Reilin and Zhao, Kangran and Chen, Yize and Yan, Zhiyuan and Ju, Yan and Hu, Chuanbo and Li, Xin and Wu, Baoyuan and Lyu, Siwei},
booktitle = {CVPR Workshop on Media Forensics},
title = {{Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics}},
address = {Seattle, USA},
year = {2024},
}
@inproceedings{yan_etal_cvpr24,
author = {Zhiyuan Yan and Yuhao Luo and Siwei Lyu and Qingshan Liu and Baoyuan Wu},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
title = {{Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection}},
address = {Seattle, WA, United States},
year = {2024},
}
@inproceedings{datta_jia_icme24b,
author = {Datta, Soumyya Kanti and Jia, Shan and Lyu, Siwei},
booktitle = {IEEE International Conference on Multimedia and Expo (ICME)},
title = {{Exposing Lip-syncing Deepfakes from Mouth Inconsistencies}},
address = {Niagara Falls, Canada},
year = {2024},
}
@inproceedings{yu_etal_icme24a,
author = {Yu, Cai and Jia, Shan and Fu, Xiaomeng and Liu, Jin and Tian, Jiahe and Wang, Xi and Dai, Jiao and Lyu, Siwei and Han, Jizhong},
booktitle = {2024 IEEE International Conference on Multimedia and Expo (ICME)},
title = {Explicit Correlation Learning for Generalizable Cross-Modal Deepfake Detection},
address = {Niagara Falls, Canada},
year = {2024},
}
@inproceedings{sun_bookchap24,
author = {Sun, Chengzhe and AlBadawy, Ehab and Davison, Timothy F. and Robinson, Sarah R. and Chang, Ming-Ching and Lyu, Siwei},
booktitle = {Adversarial Multimedia Forensics},
title = {Using Vocoder Artifacts For Audio Deepfakes Detection},
address = {Cham},
year = {2024},
}
@inproceedings{wu_etal_isbi24,
author = {Eric Wu and Bin Kong and Xin Wang and Junjie Bai and Yi Lu and Feng Gao and Shaoting Zhang and Kunlin Cao and Qi Song and Siwei Lyu and Youbing Yin},
booktitle = {IEEE International Symposium on Biomedical Imaging (ISBI)},
title = {Uncertainty-Aware Single View Volumetric Rendering For Medical Neural Radiance Fields},
address = {Athens, Greece},
year = {2024},
}
@inproceedings{huang_etal_iclr24,
author = {Mingzhen Huang and Shan Jia and Zhou, Zhou and Yan Ju and Jialing Cai and Siwei Lyu},
booktitle = {International Conference on Learning Representatives (ICLR)},
title = {Exposing Text-Image Inconsistency Using Diffusion Models},
address = {Vienna, Austria},
year = {2024},
}
@inproceedings{zhang_etal_icassp24,
author = {Cong Zhang and Yuezun Li and Honggang Qi and Siwei Lyu},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
title = {{Enhancing Adversarial Robustness of DNNs via Weight Decorrelation in Training}},
address = {Seoul, Korea},
year = {2024},
}
@inproceedings{Ju_wacv24,
author = {Ju, Yan and Hu, Shu and Jia, Shan and Chen, George H and Lyu, Siwei},
booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
title = {Improving Fairness in Deepfake Detection},
address = {},
year = {2024},
}
@article{peng_etal_electronics23,
author = {Peng Zheng and Hao Chen and Shu Hu and Bin Zhu and Jinrong Hu and Ching-Sheng Lin and Xi Wu and Siwei Lyu and Guo Huang and Xin Wang},
journal = {Electronics},
title = {{Few-shot Learning for Misinformation Detection based on Contrastive Models}},
volume = {},
number = {},
pages = {},
year = {2023},
}
@article{li_etal_cviu23,
author = {Yuezun Li and Cong Zhang and Honggang Qi and Siwei Lyu},
journal = {Computer Vision and Image Understanding},
title = {{AdaNI: Adaptive Noise Injection to improve adversarial robustness}},
volume = {},
number = {},
pages = {103855},
year = {2023},
}
@article{hu_wang_lyu_pami23,
author = {Shu Hu and Xin Wang and Siwei Lyu},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
title = {{Rank-based Decomposable Losses in Machine Learning: A Survey}},
volume = {},
number = {},
pages = {},
year = {2023},
}
@article{luo_etal_tnnls23,
author = {Luo, Ao and Yang, Fan and Li, Xin and Li, Yuezun and Jiao, Zhicheng and Cheng, Hong and Lyu, Siwei},
journal = {IEEE Transactions on Neural Networks and Learning Systems},
title = {Robust Scene Parsing by Mining Supportive Knowledge From Dataset},
volume = {34},
number = {5},
pages = {2633-2646},
year = {2023},
}
@article{hu_etal_access23,
author = {Jing Hu And Zhikun Shuai And Xin Wang And Shu Hu And Shanhui Sun And Siwei Lyu And Xi Wu},
journal = {IEEE Access},
title = {{Attention Guided Policy Optimization for 3D Medical Image Registration}},
volume = {},
number = {},
pages = {},
year = {2023},
}
@article{wang_etal_frontier23,
author = {Xin Wang and Bin Kong and Siwei Lyu},
journal = {Frontiers in Physics},
title = {{Attention-driven Tree-structured Convolutional LSTM for High Dimensional Data Understanding}},
volume = {},
number = {},
pages = {},
year = {2023},
}
@inproceedings{muppalla_jia_urtc23,
author = {Muppalla, Sneha and Jia, Shan and Lyu, Siwei},
booktitle = {{2023 IEEE MIT Undergraduate Research Technology Conference (URTC)}},
title = {Integrating audio-visual features for multimodal deepfake detection},
address = {},
year = {2023},
}
@inproceedings{yan_etal_neurips23,
author = {Zhiyuan Yan and Yong Zhang and Xinhang Yuan and Siwei Lyu and Baoyuan Wu},
booktitle = {Advances in Neural Information Processing Systems (NeurIPS): Systems Datasets and Benchmarks Track},
title = {{DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection}},
address = {},
year = {2023},
}
@inproceedings{hu_etal_acml2023,
author = {Shu Hu and Xin Wang and Siwei Lyu},
booktitle = {{Asian Conference on Machine Learning (ACML)}},
title = {{Outlier Robust Adversarial Training}},
address = {Istanbul, Turkey},
year = {2023},
}
@inproceedings{zhai_etal_acmmm23,
author = {Yuanhao Zhai and Mingzhen Huang and Tianyu Luan, Lu Dong and Ifeoma Nwogu and Siwei Lyu and David Doermann and Junsong Yuan},
booktitle = {ACM Multimedia},
title = {{Language-guided Human Motion Synthesis with Atomic Actions}},
address = {Ottawa, Canada},
year = {2023},
}
@inproceedings{wang_etal_ecai23,
author = {Xin Wang and Shu Hu and Hui Guo and Siwei Lyu},
booktitle = {European Conference on Artificial Intelligence (ECAI)},
title = {{GAN-generated Faces Detection: A Survey and New Perspectives}},
address = {Krakaw, Poland},
year = {2023},
}
@inproceedings{wang_iros23,
author = {Xin Wang and Shu Hu and Bin Zhu and Xi Wu and Siwei Lyu},
booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
title = {{RMBench: Benchmarking Deep Reinforcement Learning for Robotic Manipulator Control}},
address = {Detroit, MI},
year = {2023},
}
@inproceedings{nire23,
author = {(as participating team)},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
title = {{NTIRE 2023 Challenge on Efficient Super-Resolution: Methods and Results}},
address = {},
year = {2023},
}
@inproceedings{feng_etal_ijcai23,
author = {Chengming Feng and Jing Hu and Xin Wang and Shu Hu and Bin Zhu and Xi Wu and Hongtu Zhu and Siwei Lyu},
booktitle = {International Joint Conference on Artificial Intelligence (IJCAI)},
title = {{Controlling Neural Style Transfer with Deep Reinforcement Learning}},
address = {Macau, China},
year = {2023},
}
@inproceedings{jia_etal_wmf23a,
author = {Jia, Shan and Huang, Mingzhen and Zhou, Zhou and Ju, Yan and Cai, Jialing and Lyu, Siwei},
booktitle = {CVPR Workshop on Media Forensics},
title = {{AutoSplice: A Text-prompt Manipulated Image Dataset for Media Forensics}},
address = {Vancouver, Canada},
year = {2023},
}
@inproceedings{sun_etal_wmf23b,
author = {Sun, Chengzhe and Jia, Shan and Hou, Shuwei and Lyu, Siwei},
booktitle = {CVPR Workshop on Media Forensics},
title = {{AI-Synthesized Voice Detection Using Neural Vocoder Artifacts}},
address = {Vancouver, Canada},
year = {2023},
}
@inproceedings{chen_etal_wmf23c,
author = {Chen, Hao and Zheng, Peng and Wang, Xin and Hu, Shu and Zhu, Bin and Hu, Jinrong and Wu, Xi and Lyu, Siwei},
booktitle = {CVPR Workshop on Media Forensics},
title = {{Harnessing the Power of Text-image Contrastive Models for Automatic Detection of Online Misinformation}},
address = {Vancouver, Canada},
year = {2023},
}
@inproceedings{li_etal_icme23b,
author = {Yuezun Li and Jiran Zhou and Siwei Lyu},
booktitle = {IEEE International Conference on Multimedia and Expo (ICME)},
title = {{Face Poison: Obstructing DeepFakes by Disrupting Face Detection}},
address = {Brisbane, Australia},
year = {2023},
}
@inproceedings{li_etal_icme23a,
author = {Jiucui Lu and Yuezun Li and Jiran Zhou and Bin Li and Siwei Lyu},
booktitle = {IEEE International Conference on Multimedia and Expo (ICME)},
title = {{Forensics Forest: Multi-scale Hierarchical Cascade Forest for Detecting GAN-generated Faces}},
address = {Brisbane, Australia},
year = {2023},
}
@inproceedings{huang_etal_cvpr23,
author = {Mingzhen Huang and Xiaoxing Li and Jun Hu and Honghong Peng and Siwei Lyu},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
title = {Tracking Multiple Deformable Objects in Egocentric Videos},
address = {Vancouver, Canada},
year = {2023},
}
@inproceedings{guo_icassp23,
author = {Hui Guo and Xin Wang and Siwei Lyu},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
title = {{Detection of Real-time DeepFakes in Video Conferencing with Active Probing and Corneal Reflection}},
address = {Rohdes Island, Greek},
year = {2023},
}
@article{ding_etal_tcyb22,
author = {Feng Ding and Zhangyi Shen and Guopu Zhu and Sam Kwong and Yicong Zhou and Siwei Lyu},
journal = {IEEE Transactions on Cybernetics},
title = {{ExS-GAN: Synthesizing Anti-forensics Images via Extra Supervised GAN}},
volume = {to appear},
number = {},
pages = {},
year = {2022},
}
@article{sun_etal_prl22,
author = {Pu Sun and Yuezun Li and Honggang Qi and Siwei Lyu},
journal = {Pattern Recognition Letters},
title = {{LandmarkGAN: Synthesizing Faces from Landmarks}},
volume = {161},
number = {C},
pages = {90-98},
year = {2022},
}
@article{pu_etal_pr22,
author = {Wenbo Pu and Jing Hu and Xin Wang and Yuezun Li and Shu Hu and Bin Zhu and Qi Song and Xi Wu and Siwei Lyu},
journal = {Pattern Recognition},
title = {{Learning a Deep Dual-Level Network for Robust DeepFake Detection}},
volume = {130},
number = {},
pages = {},
year = {2022},
}
@article{guo_etal_access22,
author = {Hui Guo and Xin Wang and Shu Hu and Ming-Ching Chang and Siwei Lyu},
journal = {IEEE Access},
title = {{Robust Attentive Deep Neural Network for Detecting GAN-Generated Faces}},
volume = {10},
number = {},
pages = {2169-3536},
year = {2022},
}
@article{hu_etal_jmlr22,
author = {Shu Hu and Yiming Ying and Xin Wang and Siwei Lyu},
journal = {Journal of Machine Learning Research (JMLR)},
title = {Sum of Ranked Range Loss for Supervised Learning},
volume = {23},
number = {1},
pages = {1-44},
year = {2022},
}
@article{ke_tip22,
author = {Lipeng Ke and Ming-Ching Chang and Honggang Qi and Siwei Lyu},
journal = {IEEE Transactions on Image Processing},
title = {{DetPoseNet: Improving Multi-Person Pose Estimation ia Coarse-Pose Filtering}},
volume = {31},
number = {},
pages = {2782--2795},
year = {2022},
}
@article{li_etal_cviu22,
author = {Wenbo Li and Yi Wei and Siwei Lyu and Ming-Ching Chang},
journal = {International Journal on Computer Vision and Image Understanding (CVIU)},
title = {Simultaneous Multi-Person Tracking and Activity Recognition based on Cohesive Cluster Search},
volume = {214},
number = {},
pages = {103301},
year = {2022},
}
@inproceedings{ijcb22,
author = {Bo Peng and Wei Wang and Jing Dong and Siwei Lyu},
booktitle = {International Joint Conference on Biometrics (IJCB)},
title = {{The Second DeepFake Game Competition}},
address = {Abu Dhabi, United Arab Emirates},
year = {2022},
}
@inproceedings{peng_etal_prcv22,
author = {Bo Peng and Siwei Lyu and Wei Wang and Jing Dong},
booktitle = {Chinese Conference on Pattern Recognition and Computer Vision (PRCV)},
title = {Counterfactual Image Enhancement for Explanation of Face Swap Deepfakes},
address = {Shenzhen, China},
year = {2022},
}
@inproceedings{Ferdous_etal_icip22d,
author = {Syeda Nyma Ferdous and Xin Li and Siwei Lyu},
booktitle = {IEEE Conference on Image Processing (ICIP)},
title = {{Uncertainty Aware Multitask Pyramid Vision Transformer For UAV-Based Object Re-Identification}},
address = {Bordeau, France},
year = {2022},
}
@inproceedings{song_etal_eccv22,
author = {Luchuan Song and Zheng Fang and Xiaodan Li and Xiaoyi Dong and Zhenchao Jin and Yuefeng Chen and Siwei Lyu},
booktitle = {European Conference on Computer Vision (ECCV)},
title = {Profiling Intra-consistency and Instance-discrimination for Face Forgery Detection},
address = {Tel Aviv, Isreal},
year = {2022},
}
@inproceedings{Sun_etal_icip22c,
author = {Pu Sun and Yuezun Li and Honggang Qi and Siwei Lyu},
booktitle = {IEEE Conference on Image Processing (ICIP)},
title = {Faketracer: Exposing Deepfakes With Training Data Contamination},
address = {Bordeau, France},
year = {2022},
}
@inproceedings{Ju_etal_icip22a,
author = {Yan Ju and Shan Jia and Lipeng Ke and Hongfei Xue and Koki Nagano and Siwei Lyu},
booktitle = {IEEE Conference on Image Processing (ICIP)},
title = {{Fusing Global and Local Features for Generalized AI-synthesized Image Detection}},
address = {Bordeau, France},
year = {2022},
}
@inproceedings{Jia_etal_icip22b,
author = {Shan Jia and Xin Li and Siwei Lyu},
booktitle = {IEEE Conference on Image Processing (ICIP)},
title = {Model Attribution Of Face-Swap {DeepFake} Videos},
address = {Bordeau, France},
year = {2022},
}
@inproceedings{yang_etal_uai22,
author = {Zhenhuan Yang and Shu Hu and Yunwen Lei and Kush R. Varshney and Siwei Lyu and Yiming Ying},
booktitle = {The International Conference on Uncertainty in Artificial Intelligence (UAI)},
title = {Differentially Private SGDA for Minimax Problems},
address = {Eindhoven, the Netherlands},
year = {2022},
}
@inproceedings{guo_etal_mipr22,
author = {Hui Guo and Xin Wang and Ming-Ching Chang and Siwei Lyu},
booktitle = {International Conference on Multimedia Information Processing and Retrieval (MIPR)},
title = {{Open-eye: an open platform to study human performance on identifying AI-synthesized faces}},
address = {Taipei, Taiwan},
year = {2022},
}
@inproceedings{hu_etal_cvprw22,
author = {Shu Hu and Chun-Hao Liu and Jayanta Dutta and Ming-Ching Chang and Siwei Lyu and Naveen Ramakrishnan},
booktitle = {CVPR Workshop on Autonomous Driving},
title = {PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems},
address = {New Orleans, LA},
year = {2022},
}
@inproceedings{lin_etal_icme22,
author = {Dizhong Lin and Ying Fu and Xin Wang and Shu Hu and Bin Zhu and Qi Song and Xi Wu and Jilin Zhou and Siwei Lyu},
booktitle = {IEEE International Conference on Multimedia and Expo (ICME)},
title = {Contrastive Class-specific Encoding For Few-shot Object Detection},
address = {Taipei, Taiwan},
year = {2022},
}
@inproceedings{lyu_bookchap22a,
author = {Yuezun Li and Honggang Qi and Siwei Lyu},
booktitle = {Handbook of Digital Face Manipulation and Detection: From DeepFakes to Morphing Attacks},
title = {Toward the Creation and Obstruction of DeepFakes},
address = {},
year = {2022},
}
@inproceedings{guo_icassp22c,
author = {Hui Guo and Shu Hu and Xin Wang and Ming-Ching Chang and Siwei Lyu},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
title = {{Eyes Tell All: Irregular Pupil Shapes Reveal GAN-Generated Faces}},
address = {Singapore},
year = {2022},
}
@inproceedings{huang_icassp22b,
author = {Mingzhen Huang and Shan Jia and Siwei Lyu},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
title = {{Text-Image De-Contextualization Detection Using Vision-Language Models}},
address = {Singapore},
year = {2022},
}
@inproceedings{albadaway_icassp22a,
author = {Ehab AlBadawy and Andrew Gibiansky and Qing He and Jilong Wu and Ming-Ching Chang and Siwei Lyu},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
title = {{VOCBENCH: A Neural Vocoder Benchmark For Speech Synthesis}},
address = {Singapore},
year = {2022},
}
@inproceedings{ke_peng_lyu_aaai22a,
author = {Lipeng Ke and Kuan-Chuan Peng and Siwei Lyu},
booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
title = {{Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition}},
address = {Vancouver, Canada},
year = {2022},
}
@inproceedings{luo_etal_aaai22b,
author = {Ziwei Luo and Jing Hu and Xin Wang and Shu Hu and Bin Kong and Youbing Yin and Qi Song and Xi Wu and Siwei Lyu},
booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
title = {{Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration}},
address = {Vancouver, Canada},
year = {2022},
}
@inproceedings{lyu_bookchap22b,
author = {Siwei Lyu},
booktitle = {Digital Image Forensics: There is More to a Picture than Meets the Eye},
title = {DeepFake Detection},
address = {},
year = {2022},
}
@article{zhang_etal_pr21,
author = {Xian Zhang and Xin Wang and Bin Kong and Youbing Yin and Qi Song and Siwei Lyu and Jiancheng Lv and Xi Wu and Xiaojie Li},
journal = {Pattern Recognition},
title = {High Quality Image-based Face Inpainting using {DE-GAN: Domain Embedded Multi-model Generative Adversarial Networks}},
volume = {},
number = {(to appear)},
pages = {},
year = {2021},
}
@article{liy_etal_cviu21,
author = {Yuezun Li and Pu Sun and Honggang Qi and Junyu Dong and Ming-Ching Chang and Honggang Qi and Jongwoo Lim and Ming-Hsuan Yang and Siwei Lyu},
journal = {International Journal on Computer Vision and Image Understanding (CVIU)},
title = {TransRPN: Towards the Transferable Adversarial Perturbations Using Region Proposal Networks and Beyond},
volume = {213},
number = {},
pages = {103302},
year = {2021},
}
@article{peng_etal_tcsvt21,
author = {Bo Peng and Wei Wang and Jing Dong and Siwei Lyu},
journal = {IEEE Transactions on Circus and Systems for Video Technology},
title = {A Unified Framework for High Fidelity Face Swap and Expression Reenactment},
volume = {},
number = {},
pages = {},
year = {2021},
}
@article{ding_etal_mm21,
author = {Feng Ding and Guopu Zhu and Yingcan Li and Xinpeng Zhang and Pradeep Atray and Siwei Lyu},
journal = {IEEE Transactions on Multimedia},
title = {Anti-Forensics for Face Swapping Videos via Adversarial Training},
volume = {},
number = {},
pages = {(to appear)},
year = {2021},
}
@article{Hu_etal_mia21,
author = {Jing Hu and Ziwei Luo and Xin Wang and Shanhui Sun and Youbing Yin and Kunlin Cao and Qi Song and Siwei Lyu and Xi Wu},
journal = {Medical Image Analysis},
title = {End-to-end multimodal image registration via reinforcement learning},
volume = {68},
number = {},
pages = {101878},
year = {2021},
}
@article{ke_et_al_tcyb21,
author = {Lipeng Ke and Ming-Ching Chang and Longyin Wen and Honggang Qi and Siwei Lyu},
journal = {IEEE Transactions on Cybernetics},
title = {Fast Online Video Pose Estimation by Dynamic {Bayesian} Modeling of Mode Transitions},
volume = {51},
number = {1},
pages = {2-15},
year = {2021},
}
@inproceedings{wang_etal_bmvc21b,
author = {BorShiun Wang and Jun-Wei Hsieh and Ping-Yang Chen and Ming-Ching Chang and Lipeng Ke and Siwei Lyu},
booktitle = {British Machine Vision Conference (BMVC)},
title = {{Learnable Discrete Wavelet Pooling (LDW-Pooling) for Convolutional Networks}},
address = {virtual},
year = {2021},
}
@inproceedings{huang_etal_bmvc21a,
author = {Yao-Hui Huang and Jun-Wei Hsieh and Ming-Ching Chang and Lipeng Ke and Siwei Lyu and Arpita Samanta Santra},
booktitle = {British Machine Vision Conference (BMVC)},
title = {Learning with Multi-Teacher and Single-Student on Environment Vision Transformer for Face-Spoofing},
address = {virtual},
year = {2021},
}
@inproceedings{zhao_etal_avss21b,
author = {Guanliang Zhao and Abhineet Pandey and Ming-Ching Chang and Siwei Lyu},
booktitle = {International Conference on Advanced Video and Signal-Based Surveillance (AVSS)},
title = {A Video Analytic System for Rail Crossing Point Protection},
address = {virtual},
year = {2021},
}
@inproceedings{wu_etal_avss21a,
author = {Shou-Fang Wu and Ming-Ching Chang and Siwei Lyu and Cheng-Shih Wong and Abhineet Pandey and Po-Chyi Su},
booktitle = {International Conference on Advanced Video and Signal-Based Surveillance (AVSS)},
title = {{FlagDetSeg}: Multi-Nation Flag Detection and Segmentation in the Wild},
address = {virtual},
year = {2021},
}
@inproceedings{pradhan_lyu_mlsp21,
author = {Ian Pradhan and Siwei Lyu},
booktitle = {IEEE Machine Learning for Signal Processing Workshop},
title = {Understanding Linear Style Transfer Auto-encoders},
address = {},
year = {2021},
}
@inproceedings{li_etal_iccv21b,
author = {Yuezun Li and Yiming Li and Baoyuan Wu and Longkang Li and Ran He and Siwei Lyu},
booktitle = {IEEE International Conference on Computer Vision (ICCV)},
title = {Invisible Backdoor Attack with Sample-Specific Triggers},
address = {virtual},
year = {2021},
}
@inproceedings{hu_etal_iccv21a,
author = {Shu Hu and Lipeng Ke and Xin Wang and Siwei Lyu},
booktitle = {IEEE International Conference on Computer Vision (ICCV)},
title = {T$_k${ML-AP}: Adversarial Attacks to Top-$k$ Multi-Label Learning},
address = {virtual},
year = {2021},
}
@inproceedings{ijcb21b,
author = {(as organizer)},
booktitle = {International Joint Conference on Biometrics (IJCB)},
title = {{DFGC 2021: A DeepFake Game Competition}},
address = {Shenzhen, China},
year = {2021},
}
@inproceedings{ijcb21a,
author = {(as participating team)},
booktitle = {International Joint Conference on Biometrics (IJCB)},
title = {{NIR Iris Challenge Evaluation in Non-cooperative Environments: Segmentation and Localization}},
address = {Shenzhen, China},
year = {2021},
}
@inproceedings{luo_etal_icip21b,
author = {Anwei Luo and Yingbin Zhou and Xiangui Kang and Siwei Lyu},
booktitle = {IEEE Conference on Image Processing (ICIP)},
title = {Face Fogery Ensemble Detection Based on Segmentation Architecture and Frequency Learning},
address = {Anchorage, AK, United States},
year = {2021},
}
@inproceedings{liao_etal_icip21a,
author = {Quanyu Liao and Yuezun Li and Xin Wang and Bin Kong and Bin Zhu and Siwei Lyu and Youbing Yin and Qi Song and Xi Wu},
booktitle = {IEEE Conference on Image Processing (ICIP)},
title = {Imperceptible Adversarial Examples For Fake Image Detection},
address = {Anchorage, AK, United States},
year = {2021},
}
@inproceedings{luo_etal_ijcai21,
author = {Ziwei Luo and Jing Hu and Xin Wang and Siwei Lyu and Bin Kong and Youbing Yin and Qi Song and Xi Wu},
booktitle = {International Joint Conference on Artificial Intelligence (IJCAI)},
title = {Stochastic Actor-Executor-Critic for Image-to-Image Translation},
address = {virtual},
year = {2021},
}
@inproceedings{li_etal_sadfe21,
author = {Yuezun Li and Cong Zhang and Pu Sun and Lipeng Ke and Yan Ju and Honggang Qi and Siwei Lyu},
booktitle = {International Conference on Systematic Approaches to Digital Forensic Engineering (SADFE)},
title = {DeepFake-o-meter: An Open Platform for DeepFake Detection},
address = {},
year = {2021},
}
@inproceedings{liao_etal_icme21,
author = {Quanyu Liao and Xin Wang and Bin Kong and Siwei Lyu and Bin Zhu and Youbing Yin and Qi Song and Xi Wu},
booktitle = {IEEE International Conference on Multimedia and Expo (ICME)},
title = {Transferable Adversarial Examples for Anchor Free Object Detection},
address = {Shenzhen, China},
year = {2021},
}
@inproceedings{li_etal_cvpr21,
author = {Longyin Wen and Dawei Du and Pengfei Zhu and Qinghua Hu and Qilong Wang and Liefeng Bo and Siwei Lyu},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
title = {{Detection, Tracking, and Counting Meets Drones in Crowds: A Benchmark}},
address = {Nashville, Tennesse, USA},
year = {2021},
}
@inproceedings{hu_li_icassp21,
author = {Shu Hu and Yuezun Li and Siwei Lyu},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
title = {Exposing {GAN}-generated Faces Using Inconsistent Corneal Specular Highlights},
address = {Toronto, Canada},
year = {2021},
}
@inproceedings{lyu_bookchap21,
author = {Yuezun Li and Siwei Lyu},
booktitle = {Deep Learning-Based Face Analytics},
title = {Obstructing DeepFakes by Disrupting Face Detection and Facial Landmarks Extraction},
address = {},
year = {2021},
}
@inproceedings{yang_etal_aistats21,
author = {Zhenhuan Yang and Yunwen Lei and Siwei Lyu and Yiming Ying},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics (AISTATS)},
title = {Stability and Differential Privacy of Stochastic Gradient Descent for Pairwise Learning with Non-Smooth Loss},
address = {},
year = {2021},
}
@article{lyu_etal_pami20,
author = {Siwei Lyu and Yanbo Fan and Yiming Ying and Baogang Hu},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
title = {Average Top-k Loss for supervised learning},
volume = {},
number = {(early access)},
pages = {1-1},
year = {2020},
}
@article{fan_etal_access20,
author = {Yanbo Fan and Baoyuan Wu and Ran He and Baogang Hu and Yong Zhang and Siwei Lyu},
journal = {IEEE Access},
title = {Groupwise Ranking Loss for Multi-label Learning},
volume = {to appear},
number = {},
pages = {},
year = {2020},
}
@article{wen_etal_cviu20,
author = {Longyin Wen and Dawei Du and Zhaowei Cai and Zhen Lei and Ming-Ching Chang and Honggang Qi and Jongwoo Lim and Ming-Hsuan Yang and Siwei Lyu},
journal = {International Journal on Computer Vision and Image Understanding (CVIU)},
title = {{UA-DETRAC: A New Benchmark and Protocol for Multi-Object Detection and Tracking}},
volume = {193},
number = {},
pages = {102907},
year = {2020},
}
@inproceedings{lyu_bookchap20,
author = {Siwei Lyu},
booktitle = {Technology vs. Truth: Deception in the Digital Age},
title = {AI-Generated Deepfakes and the Challenge of Detection},
address = {},
year = {2020},
}
@inproceedings{hu_etal_neurips20,
author = {Shu Hu and Yiming Ying and Xin Wang and Siwei Lyu},
booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
title = {Learning by Minimizing the Sum of Ranked Range},
address = {Montreal, QC, Canada},
year = {2020},
}
@inproceedings{sun_etal_wifs20,
author = {Pu Sun and Yuezun Li and Honggang Qi and Siwei Lyu},
booktitle = {IEEE Workshop on Information Forensics and Security (WIFS)},
title = {Landmark Breaker: Obstructing DeepFake By Disturbing Landmark Extraction},
address = {New York, NY, United States},
year = {2020},
}
@inproceedings{wei_etal_accv20,
author = {Yi Wei and Pengchuan Zhang and Wenbo Li and Zhe Gan and Siwei Lyu and Ming-Ching Chang and Lei Zhang and Jianfeng Gao},
booktitle = {Asian Conference on Computer Vision (ACCV)},
title = {{MagGAN: High-Resolution Face Attribute Editing with Mask-Guided Generative Adversarial Network}},
address = {Kyoto, Japan},
year = {2020},
}
@inproceedings{cai_etal_acmm20,
author = {Yunqiang Cai and Dawei Du and Libo Zhang and Longyin Wen and Weiqiang Wang and Yanjun Wu and Siwei Lyu},
booktitle = {ACM Multimedia},
title = {Guided Attention Network for Object Detection and Counting on Drones},
address = {Seattle, WA, United States},
year = {2020},
}
@inproceedings{albadaway_interspeech20,
author = {Ehab AlBadawy and Siwei Lyu},
booktitle = {Interspeech},
title = {Voice Conversion using Speech-to-Speech Neuro-Style Transfer},
address = {Shanghai, China},
year = {2020},
}
@inproceedings{luo_etal_eccv20a,
author = {Ao Luo and Xin Li and Fan Yang and Zhicheng Jiao and Hong Cheng and Siwei Lyu},
booktitle = {European Conference on Computer Vision (ECCV)},
title = {{Cascade Graph Neural Networks for RGB-D Salient Object Detection}},
address = {Glasgow, UK},
year = {2020},
}
@inproceedings{ji_etal_eccv20b,
author = {Ruyi Ji and Dawei Du and Libo Zhang and Longyin Wen and Zhao Chen and Yanjun Wu and Feiyue Huang and Siwei Lyu},
booktitle = {European Conference on Computer Vision (ECCV)},
title = {Learning Semantic Neural Tree for Human Parsing},
address = {Glasgow, UK},
year = {2020},
}
@inproceedings{wei_etal_iros20,
author = {Yi Wei and Wenbo Li and Ming-Ching Chang and Hongxia Jin and Siwei Lyu},
booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
title = {Explainable and Efficient Sequential Correlation Network for {3D} Single Person Concurrent Activity Detection},
address = {Las Vegas, NV, United States},
year = {2020},
}
@inproceedings{li_luo_icip20,
author = {Yuezun Li and Ao Luo and Siwei Lyu},
booktitle = {IEEE Conference on Image Processing (ICIP)},
title = {Fast Portrait Segmentation with Highly Light-Weight Network},
address = {Dubai, UAE},
year = {2020},
}
@inproceedings{lyu_icmew20,
author = {Siwei Lyu},
booktitle = {International Workshop on Media-Rich Fake News (MedFake) in conjunction with ICME},
title = {{DeepFake} Detection: Current Challenges and Next Steps},
address = {London, UK},
year = {2020},
}
@inproceedings{liao_etal_ijcnn20,
author = {Quanyu Liao and Xin Wang and Bin Kong and Siwei Lyu and Youbing Yin and Qi Song and Xi Wu},
booktitle = {International Joint Conference on Neural Networks (IJCNN)},
title = {Fast Local Attack: Generating Local Adversarial Examples for Object Detectors},
address = {Glasgow, UK},
year = {2020},
}
@inproceedings{li_etal_cvpr20,
author = {Yuezun Li and Pu Sun and Honggang Qi and Siwei Lyu},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
title = {{Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics}},
address = {Seattle, WA, United States},
year = {2020},
}
@inproceedings{li_etal_aaai20,
author = {Wenbo Li and Yi Wei and Ming-Ching Chang and Siwei Lyu},
booktitle = {34th AAAI Conference on Artificial Intelligence (AAAI-20)},
title = {{3D Single-Person Concurrent Activity Detection Using Stacked Relation Network}},
address = {New York, NY, United States},
year = {2020},
}
@article{natole_frontier19,
author = {Michael Anthony Natole and Yiming Ying and Siwei Lyu},
journal = {Frontiers in Applied Mathematics and Statistics, section Mathematics of Computation and Data Science},
title = {Stochastic {AUC} Optimization Algorithms with Linear Convergence},
volume = {},
number = {},
pages = {},
year = {2019},
}
@article{xue_etal_spl19,
author = {Zhe Xue and Dawei Du and Qingming Huang and Siwei Lyu},
journal = {IEEE Signal Processing Letters},
title = {Deep Constrained Low-rank Subspace Learning for Multi-view Semi-supervised Classification},
volume = {},
number = {},
pages = {},
year = {2019},
}
@article{xue_etal_infosci19,
author = {Zhe Xue and Junping Du and Dawei Du and Siwei Lyu},
journal = {Information Science},
title = {Deep Low-Rank Subspace Ensemble for Multi-View Clustering},
volume = {482},
number = {},
pages = {210-227},
year = {2019},
}
@article{wen_etal_ijcv19,
author = {Longyin Wen and Zhen Lei and Siwei Lyu and Stan Z. Li},
journal = {International Journal of Computer Vision},
title = {Single-Shot Scale-Aware Network for Real-Time Face Detection},
volume = {127},
number = {6-7},
pages = {537--559},
year = {2019},
}
@inproceedings{li_etal_avss19,
author = {Yuezun Li and Longyin Wen and Ming-Ching Chang and Siwei Lyu},
booktitle = {International Conference on Advanced Video and Signal-Based Surveillance (AVSS)},
title = {Graph-to-Graph Energy Minimization for Video Object Segmentation},
address = {Taipei, Taiwan},
year = {2019},
}
@inproceedings{li_etal_bmvc19,
author = {Yuezun Li and Ming-Ching Chang and Xiao Bian and Siwei Lyu},
booktitle = {British Machine Vision Conference (BMVC)},
title = {Exploring the Vulnerability of Single Shot Module in Object Detectors via Imperceptible Background Patches},
address = {Cadiff, UK},
year = {2019},
}
@inproceedings{du_etal_acmmm19,
author = {Congcong Li and Dawei Du and Libo Zhang and Tiejian Luo and Yanjun Wu and Qi Tian and Longyin Wen and Siwei Lyu},
booktitle = {ACM Multimedia},
title = {Data Priming Network for Automatic Check-Out},
address = {Nice, France},
year = {2019},
}
@inproceedings{wang_miccai19,
author = {Bin Kong and Xin Wang and Junping Du and Yi Lu and Kunlin Cao and Qi Song and Shaoting Zhang and Siwei Lyu and Youbing Yin},
booktitle = {the 22nd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)},
title = {A Multi-modal Network for Cardiomyopathy Death Risk Prediction with {CMR} Images and Clinical Information},
address = {Shenzhen, China},
year = {2019},
}
@inproceedings{li_cvprw19b,
author = {Yuezun Li and Siwei Lyu},
booktitle = {Workshop on Media Forensics (in conjunction with CVPR)},
title = {Exposing DeepFake Videos By Detecting Face Warping Artifacts},
address = {Long Beach, CA, United States},
year = {2019},
}
@inproceedings{albadway_cvprw19a,
author = {Ehab AlBadawy and Siwei Lyu and Hany Farid},
booktitle = {Workshop on Media Forensics (in conjunction with CVPR)},
title = {Detecting AI-Synthesized Speech Using Bispectral Analysis},
address = {Long Beach, CA, United States},
year = {2019},
}
@inproceedings{xue_etal_ijcai19,
author = {Zhe Xue and Junping Du and Dawei Du and Wenqi Ren and Siwei Lyu},
booktitle = {International Joint Conference on Artificial Intelligence (IJCAI)},
title = {Deep Correlated Predictive Subspace Learning for Incomplete Multi-View Semi-Supervised Classification},
address = {Macau, China},
year = {2019},
}
@inproceedings{li_ih19b,
author = {Yuezun Li and Siwei Lyu},
booktitle = {International Workshop on Information Hiding and Multimedia Security},
title = {De-identification Without Losing Faces},
address = {Paris, France},
year = {2019},
}
@inproceedings{yang_icassp19a,
author = {Xin Yang and Yuezun Li and Siwei Lyu},
booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
title = {Exposing Deep Fakes Using Inconsistent Head Poses},
address = {Bristol, United Kingdom},
year = {2019},
}
@inproceedings{li_etal_cvpr19,
author = {Wenbo Li and Pengchuan Zhang and Lei Zhang and Qiuyuan Huang and Siwei Lyu and Jianfeng Gao},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
title = {Object-driven Text-to-Image Synthesis via Adversarial Training},
address = {Long Beach, CA, United States},
year = {2019},
}
@inproceedings{yang_etal_ih19a,
author = {Xin Yang and Yuezun Li and Honggang Qi and Siwei Lyu},
booktitle = {International Workshop on Information Hiding and Multimedia Security},
title = {Exposing {GAN}-synthesized Faces Using Landmark Locations},
address = {Paris, France},
year = {2019},
}
@inproceedings{weng_icassp19b,
author = {Shuchen Weng and Wenbo Li and Yi Zhang and Siwei Lyu},
booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
title = {Dual-stream CNN for Structured Time Series Classification},
address = {Bristol, United Kingdom},
year = {2019},
}
@inproceedings{wu_etal_isbi19,
author = {Eric Wu and Bin Kong and Xin Wang and Junjie Bai and Yi Lu and Feng Gao and Shaoting Zhang and Kunlin Cao and Qi Song and Siwei Lyu and Youbing Yin},
booktitle = {IEEE International Symposium on Biomedical Imaging (ISBI)},
title = {Residual Attention based Network for Hand Bone Age Assessment},
address = {Venice, Italy},
year = {2019},
}
@inproceedings{wen_etal_aaai19a,
author = {Longyin Wen and Dawei Du and Shengkun Li and Xiao Bian and Siwei Lyu},
booktitle = {33rd AAAI Conference on Artificial Intelligence (AAAI-19)},
title = {{Learning Non-Uniform Hypergraph for Multi-Object Tracking}},
address = {Honolulu, HI, United States},
year = {2019},
}
@inproceedings{du_etal_aaai19b,
author = {Dan Liu and Dawei Du and Libo Zhang and Tiejian Luo and Yanjun Wu and Feiyue Huang and Siwei Lyu},
booktitle = {33rd AAAI Conference on Artificial Intelligence (AAAI-19)},
title = {{Scale Invariant Fully Convolutional Network: Detecting Hands Efficiently}},
address = {Honolulu, HI, United States},
year = {2019},
}
@article{wang_pr18,
author = {Xin Wang and Ming-Ching Chang and Lan Wang and Siwei Lyu},
journal = {Pattern Recognition},
title = {Efficient Algorithms for Graph Regularized {PLSA} for Probabilistic Topic Modeling},
volume = {86},
number = {},
pages = {236-247},
year = {2018},
}
@article{wu_etal_ijcv18,
author = {Baoyuan Wu and Bernard S. Ghanem and Wei Liu and Siwei Lyu},
journal = {International Journal of Computer Vision},
title = {Multi-label Learning with Missing Labels using Mixed Dependency Graphs},
volume = {126},
number = {8},
pages = {875 -- 896},
year = {2018},
}
@article{wen_qi_lyu_tomm18,
author = {Longyin Wen and Honggang Qi and Siwei Lyu},
journal = {ACM Transactions on Multimedia Computing, Communications and Applications},
title = {Contrast Enhancement Estimation for Digital Image Forensics},
volume = {14},
number = {2},
pages = {49:1--49:21},
year = {2018},
}
@article{zeng_etal_scis18,
author = {Hui Zeng and Jingjing Yu and Xiangui Kang and Siwei Lyu},
journal = {Science China Information Sciences},
title = {Countering {JPEG} anti-forensics based on noise level estimation},
volume = {61},
number = {},
pages = {032103},
year = {2018},
}
@inproceedings{li_etal_accv18,
author = {Wenbo Li and Longyin Wen and Xiao Bian and Siwei Lyu},
booktitle = {Asian Conference on Computer Vision (ACCV)},
title = {Evolvement Constrained Adversarial Learning for Video Style Transfer},
address = {Perth, Australia},
year = {2018},
}
@inproceedings{li_etal_avss18,
author = {Yuezun Li and Xiao Bian and Ming-Ching Chang and Siwei Lyu},
booktitle = {International Conference on Advanced Video and Signal-Based Surveillance (AVSS)},
title = {Pixel Offset Regression {(POR)} for Single-shot Instance Segmentation},
address = {Auckland, New Zealand},
year = {2018},
}
@inproceedings{li_etal_wifs18,
author = {Yuezun Li and Ming-Ching Chang and Siwei Lyu},
booktitle = {IEEE Workshop on Information Forensics and Security (WIFS)},
title = {{In Ictu Oculi: Exposing AI Created Fake Videos by Detecting Eye Blinking}},
address = {Hong Kong},
year = {2018},
}
@inproceedings{ke_eccv18,
author = {Lipeng Ke and Ming-Ching Chang and Honggang Qi and Siwei Lyu},
booktitle = {European Conference on Computer Vision (ECCV)},
title = {Multi-scale structure-aware Network for Human Pose Estimation},
address = {Munich, Germany},
year = {2018},
}
@inproceedings{li_etal_bmvc18,
author = {Yuezun Li and Daniel Tian and Ming-Ching Chang and Xiao Bian and Siwei Lyu},
booktitle = {British Machine Vision Conference (BMVC)},
title = {Universal Adversarial Perturbation on Deep Proposal-based Models},
address = {Bristol, United Kingdom},
year = {2018},
}
@inproceedings{li_iros18,
author = {Shuai Li and Siwei Lyu and Jeff Trinkle},
booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
title = {Efficient State Estimation with Constrained {Rao-Blackwellized} Particle Filter},
address = {Madrid, Spain},
year = {2018},
}
@inproceedings{lyu_ying_uai18,
author = {Siwei Lyu and Yiming Ying},
booktitle = {The International Conference on Uncertainty in Artificial Intelligence (UAI)},
title = {A Univariate Bound of Area Under {ROC}},
address = {Monterey, CA, United States},
year = {2018},
}
@inproceedings{ying_etal_icml18,
author = {Yiming Ying and Micheal Natole and Siwei Lyu},
booktitle = {International Conference on Machine Learning (ICML)},
title = {Stochastic Proximal Algorithms for {AUC} Maximization},
address = {Stockholm, Sweden},
year = {2018},
}
@inproceedings{ke_etal_icip18,
author = {Lipeng Ke and Ming-Ching Chang and Honggang Qi and Siwei Lyu},
booktitle = {IEEE Conference on Image Processing (ICIP)},
title = {Multi-Scale Supervised Network for Human Pose Estimation},
address = {Athens, Greece},
year = {2018},
}
@inproceedings{chang_et_aic18b,
author = {Ming-Ching Chang and Yi Wei and Nenghui Song and Siwei Lyu},
booktitle = {IEEE Workshop on AI City Challenge (in conjunction with CVPR)},
title = {Video Analytics in Smart Transportation for the {AIC'18} Challenge},
address = {Salt Lake City, UT, United States},
year = {2018},
}
@inproceedings{zhang_etal_icpr18a,
author = {Cong Zhang and Dawei Du and Lipeng Ke and Honggang Qi and Siwei Lyu},
booktitle = {International Conference on Pattern Recognition (ICPR)},
title = {Global Contrast Enhancement Detection via Deep Multi-Path Network},
address = {Beijing, China},
year = {2018},
}
@inproceedings{wei_etal_icpr18b,
author = {Yi Wei and Ming-Ching Chang and Yiming Ying and Ser Nam Lim and Siwei Lyu},
booktitle = {International Conference on Pattern Recognition (ICPR)},
title = {Explain Black-box Image Classifications Using Superpixel-based Interpretation},
address = {Beijing, China},
year = {2018},
}
@inproceedings{naspade_etal_aic18a,
author = {Milind Naphade and {et.al.} and Siwei Lyu},
booktitle = {IEEE Workshop on AI City Challenge (in conjunction with CVPR)},
title = {The 2018 {NVnaspade_etal_aic18aIA AI City Challenge}},
address = {Salt Lake City, UT, United States},
year = {2018},
}
@inproceedings{wu_etal_cvpr18,
author = {Baoyuan Wu and Bernard S. Ghanem and Wei Liu and Siwei Lyu},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
title = {Tagging like Humans: Diverse and Distinct Image Annotation},
address = {Salt Lake City, UT, United States},
year = {2018},
}
@article{do_etal_tip17,
author = {Dawei Du and Longyin Wen and Honggang Qi and Qingming Huang and Tian Qi and Siwei Lyu},
journal = {IEEE Transactions on Image Processing},
title = {Iterative graph seeking for object tracking},
volume = {27},
number = {4},
pages = {1809-1821},
year = {2017},
}
@article{do_etal_tcyb17,
author = {Dawei Du and Honggang Qi and Longyin Wen and Qingming Huang and Tian Qi and Siwei Lyu},
journal = {IEEE Transactions on Cybernetics},
title = {Geometric Hypergraph Learning for Visual Tracking},
volume = {47},
number = {12},
pages = {4182-4195},
year = {2017},
}
@inproceedings{lyu_etal_avss17,
author = {Siwei Lyu and et.al.},
booktitle = {International Conference on Advanced Video and Signal-Based Surveillance (AVSS)},
title = {{AVSS} 2017 Challenge on Advanced Traffic Monitoring},
address = {Lecce, Italy},
year = {2017},
}
@inproceedings{naphade_etal_aicity17a,
author = {Milind Naphade and David C. Anastasiu and Anuj Sharma and Vamsi Jagrlamudi and Hyeron Jeon and Kaikai Liu and Ming-Ching Chang and Siwei Lyu and Zeyu Gao},
booktitle = {2017 IEEE SmartWorld, Ubiquitous Intelligence \& Computing, Advanced \& Trusted Computed, Scalable Computing \& Communications, Cloud \& Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)},
title = {The {NVnaphade_etal_aicity17aIA AI City Challenge}},
address = {San Jose, NJ, United States, United States},
year = {2017},
}
@inproceedings{wei_etal_aicity17b,
author = {Ming-Ching Chang and Yi Wei and Nenghui Song and Lipeng Ke and Siwei Lyu},
booktitle = {2017 IEEE AI City Challenge},
title = {Traffic Analysis Based On Object Detection And Vehicle Tracking},
address = {San Jose, CA, United States},
year = {2017},
}
@inproceedings{fan_etal_nips17,
author = {Yanbo Fan and Siwei Lyu and Yiming Ying and Baogang Hu},
booktitle = {Advances in Neural Information Processing Systems (NIPS)},
title = {Learning with Average Top-k Loss},
address = {Long Beach, CA, United States},
year = {2017},
}
@inproceedings{vot17,
author = {(as participating team)},
booktitle = {ICCV Workshop on Visual Object Tracking Challenge},
title = {The Visual Object Tracking {VOT2017} challenge results},
address = {Venice, Italy},
year = {2017},
}
@inproceedings{li_etal_iccv17,
author = {Wenbo Li and Longyin Wen and Ming-Ching Chang and Ser nam Lim and Siwei Lyu},
booktitle = {IEEE International Conference on Computer Vision (ICCV)},
title = {Adaptive {RNN} Tree for Large-Scale Human Action Recognition},
address = {Venice, Italy},
year = {2017},
}
@inproceedings{li_etal_icip2017,
author = {Shengkun Li and Dawei Du and Longyin Wen and Ming-Ching Chang and Siwei Lyu},
booktitle = {IEEE Conference on Image Processing (ICIP)},
title = {Hybrid Structure Hypergraph for Online Deformable Object Tracking},
address = {Beijing, China},
year = {2017},
}
@inproceedings{pulver_lyu_ijcnn17,
author = {Andrew Pulver and Siwei Lyu},
booktitle = {International Joint Conference on Neural Networks (IJCNN)},
title = {{LSTM} with Working Memory},
address = {Anchorage, AK, United States},
year = {2017},
}
@inproceedings{yang_etal_aaai17,
author = {Yang Yang and Longyin Wen and Siwei Lyu and Stan Z. Li},
booktitle = {31st AAAI Conference on Artificial Intelligence (AAAI-17)},
title = {Learning Multi-Level Descriptors for Person Re-Identification},
address = {San Francisco, CA, United States},
year = {2017},
}
@article{wen_etal_ijcv16,
author = {Longyin Wen and Zhen Lei and Ming-Ching Chang and Honggang Qi and Siwei Lyu},
journal = {International Journal of Computer Vision},
title = {Multi-Camera Multi-Target Tracking with Space-Time-View Hyper-graph},
volume = {122},
number = {2},
pages = {313-333},
year = {2016},
}
@article{do_etal_tip16,
author = {Dawei Du and Honggang Qi and Wenbo Li and Longyin Wen and Qingming Huang and Siwei Lyu},
journal = {IEEE Transactions on Image Processing},
title = {Online Deformable Object Tracking Based on Structure-Aware Hyper-graph},
volume = {25},
number = {8},
pages = {3572 - 3584},
year = {2016},
}
@article{kong_etal_tcvg16,
author = {Yan Kong and Weiming Dong and Xing Mei and Chongyang Ma and Tong-Yee Lee and Siwei Lyu and Feiyue Huang and Xiaopeng Zhang},
journal = {IEEE Transactions on Visualization and Computer Graphics},
title = {Measuring and Predicting Visual Importance of Similar Objects},
volume = {22},
number = {12},
pages = {2564 - 2578},
year = {2016},
}
@article{wen_etal_pami16,
author = {Longyin Wen and Zhen Lei and Siwei Lyu and Stan Z. Li and Ming-Hsuan Yang},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
title = {Exploiting Hierarchical Dense Structures on Hypergraphs for Multi-Object Tracking},
volume = {38},
number = {10},
pages = {1983-1996},
year = {2016},
}
@inproceedings{bossier_etal_aistats16,
author = {Martin Boissier and Yiming Ying and Siwei Lyu and Dingxuan Zhou},
booktitle = {The 19th International Conference on Artificial Intelligence and Statistics (AISTATS)},
title = {Fast Convergence of Online Pairwise Learning Algorithms},
address = {Cadiz, Spain},
year = {2016},
}
@inproceedings{li_etal_humanoids16,
author = {Shuai Li and Siwei Lyu and Jeff Trinkle},
booktitle = {Work Shop on Tactile Sensing for Manipulation: New progress and Challenges (in conjucntion with IEEE RAS-Humanoids)},
title = {Contact Aware Robotics Manipulation},
address = {Cancun, Mexico},
year = {2016},
}
@inproceedings{qi_etal_wifs16,
author = {Honggang Qi and Andrew Pulver and Siwei Lyu},
booktitle = {IEEE Workshop on Information Forensics and Security (WIFS)},
title = {Using {3D} Face Model for Forensic Analysis of Lighting Environment},
address = {Abu Dhabi, United Arab Emirates},
year = {2016},
}
@inproceedings{ying_etal_nips16,
author = {Yiming Ying and Longyin Wen and Siwei Lyu},
booktitle = {Advances in Neural Information Processing Systems (NIPS)},
title = {Stochastic Online AUC Maximization},
address = {Barcelona, Spain},
year = {2016},
}
@inproceedings{yang_etal_avss16,
author = {Yueming Yang and Ming-Ching Chang and Longyin Wen and Peter Tu and Honggang Qi and Siwei Lyu},
booktitle = {International Conference on Advanced Video and Signal-Based Surveillance (AVSS)},
title = {Efficient Large-scale Photometric Reconstruction Using Divide-Recon-Fuse {3D} Structure from Motion},
address = {Colorado Springs, CO, United States},
year = {2016},
}
@inproceedings{wu_etal_aaai16,
author = {Baoyuan Wu and Siwei Lyu and Bernard S. Ghanem},
booktitle = {30th AAAI Conference on Artificial Intelligence (AAAI-16)},
title = {Multi-label Learning to Missing Labels and Class Imbalance},
address = {Phoenix, AZ, United States},
year = {2016},
}
@inproceedings{wang_etal_aaai16,
author = {Xin Wang and Yiming Ying and Ming-Ching Chang and Siwei Lyu},
booktitle = {30th AAAI Conference on Artificial Intelligence (AAAI-16)},
title = {Co-regularized {PLSA} For Multi-Modal Learning},
address = {Phoenix, AZ, United States},
year = {2016},
}
@article{wu_etal_pr15,
author = {Baoyuan Wu and Siwei Lyu and Baogang Hu and Qiang Ji},
journal = {Pattern Recognition},
title = {Multi-label Learning with Missing Labels for Image Annotation and Facial Action Unit Recognition},
volume = {48},
number = {7},
pages = {2279-2289},
year = {2015},
}
@inproceedings{bossier_etal_opt15,
author = {Martin Boissier and Yiming Ying and Siwei Lyu and Dingxuan Zhou},
booktitle = {NIPS Workshop on Optimization for Machine Learning},
title = {Fast Convergence of Online Pairwise Learning Algorithms},
address = {Montreal, QC, Canada},
year = {2015},
}
@inproceedings{votitr15,
author = {(as participating team)},
booktitle = {ICCV Workshop on Visual Object Tracking Challenge},
title = {The Visual Object Tracking {VOTITR2015} challenge results},
address = {Santiago, Chile},
year = {2015},
}
@inproceedings{vot15,
author = {(as participating team)},
booktitle = {ICCV Workshop on Visual Object Tracking Challenge},
title = {The Visual Object Tracking {VOT2015} challenge results},
address = {Santiago, Chile},
year = {2015},
}
@inproceedings{li_etal_iccv15a,
author = {Wenbo Li and Longyin Wen and Mooi Choo Chua and Siwei Lyu},
booktitle = {IEEE International Conference on Computer Vision (ICCV)},
title = {Category-blind Human Action Recognition: A Practical Recognition System},
address = {Santiago, Chile},
year = {2015},
}
@inproceedings{wu_etal_iccv15b,
author = {Baoyuan Wu and Siwei Lyu and Bernard S. Ghanem},
booktitle = {IEEE International Conference on Computer Vision (ICCV)},
title = {{ML-MG}: Multi-label Learning with Missing Labels Using a Mixed Graph},
address = {Santiago, Chile},
year = {2015},
}
@inproceedings{mei_etal_iccv15c,
author = {Xing Mei and Honggang Qi and Baogang Hu and Siwei Lyu},
booktitle = {IEEE International Conference on Computer Vision (ICCV)},
title = {Improving Image Restoration with Soft-Rounding},
address = {Santiago, Chile},
year = {2015},
}
@inproceedings{chang_bmvc15,
author = {Ming-Ching Chang and Honggang Qi and Xin Wang and Hong Cheng and Siwei Lyu},
booktitle = {British Machine Vision Conference (BMVC)},
title = {Fast Online Upper Body Pose Estimation from Video},
address = {Swansea, United Kingdom},
year = {2015},
}
@inproceedings{li_etal_iros14,
author = {Shuai Li and Siwei Lyu and Jeff Trinkle and Wolfart Burgard},
booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
title = {An Evaluation of Particle Filters for Contact-SLAM Problems},
address = {Hamburg, Germany},
year = {2015},
}
@inproceedings{yang_chang_lyu_icip15,
author = {Yueming Yang and Ming-Ching Chang and Siwei Lyu},
booktitle = {IEEE Conference on Image Processing (ICIP)},
title = {Seeing As It Happens: Real Time 3D Video Event Visualization},
address = {Quebec, Canada},
year = {2015},
}
@inproceedings{pulver_chang_lyu_asia15,
author = {Andrew Pulver and Ming-Ching Chang and Siwei Lyu},
booktitle = {Annual Symposium on Information Assurance (ASIA)},
title = {Shot Segmentation and Grouping for PTZ Camera Videos},
address = {Albany, NY, United States},
year = {2015},
}
@inproceedings{mei_etal_cvpr15,
author = {Xing Mei and Weiming Dong and Baogang Hu and Siwei Lyu},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
title = {{UniHIST}: A Unified Framework for Image Restoration With Histogram},
address = {Boston, MA, United States},
year = {2015},
}
@inproceedings{li_lyu_trinkle_icra15,
author = {Shuai Li and Siwei Lyu and Jeff Trinkle},
booktitle = {IEEE Conference on Robotics and Automation (ICRA)},
title = {State Estimation for Dynamic Systems with Intermittent Contact},
address = {Seattle, WA, United States},
year = {2015},
}
@inproceedings{kim_etal_fg15,
author = {Yelin Kim and Jixu Chen and Ming-Ching Chang and Xin Wang and Emily M. Provost and Siwei Lyu},
booktitle = {IEEE International Conference on Automatic Face and Gesture Recognition (FG)},
title = {Joint Event Localization and Classification of Human Action Videos with Event Transitions},
address = {Ljubljana, Slovenia},
year = {2015},
}
@inproceedings{danko_lyu_spie15,
author = {Amanda Danko and Siwei Lyu},
booktitle = {SPIE Symposium on Electronic Imaging},
title = {Fused Methods for Visual Saliency Estimation},
address = {San Jose, CA, United States},
year = {2015},
}
@inproceedings{danko_lyu_icce15,
author = {Amanda Danko and Siwei Lyu},
booktitle = {IEEE Conference on Consumer Electronics (ICCE)},
title = {Better Together: Fusing Visual Saliency Methods for Retrieving Perceptually Similar Images},
address = {Las Vegas, NV, United States},
year = {2015},
}
@article{lyu_pan_zhang_ijcv14,
author = {Siwei Lyu and Xunyu Pan and Xing Zhang},
journal = {International Journal of Computer Vision},
title = {Exposing Region Splicing Forgeries with Blind Local Noise Estimation},
volume = {110},
number = {2},
pages = {202-221},
year = {2014},
}
@inproceedings{li_workshop_rss14,
author = {Shuai Li and Siwei Lyu and Jeff Trinkle and Wolfart Burgard},
booktitle = {RSS Workshop on Information-based Grasp and Manipulation Planning},
title = {An Evaluation of Particle Filters for Contact-{SLAM} Problems},
address = {Berkeley, CA, United States},
year = {2014},
}
@inproceedings{mei_hu_lyu_icip14,
author = {Xing Mei and Baogang Hu and Siwei Lyu},
booktitle = {IEEE Conference on Image Processing (ICIP)},
title = {Non-blind Image Restoration with Symmetric Generalized {Pareto} Priors},
address = {Paris, France},
year = {2014},
}
@inproceedings{zhang_lyu_icip14b,
author = {Xing Zhang and Siwei Lyu},
booktitle = {IEEE Conference on Image Processing (ICIP)},
title = {Estimating Covariance Matrix Of Correlated Image Noise},
address = {Paris, France},
year = {2014},
}
@inproceedings{zhang_lyu_icann14,
author = {Xing Zhang and Siwei Lyu},
booktitle = {International Conference on Artificial Neural Networks (ICANN)},
title = {Variational {EM} Learning of Deep Stack {Boltzmann} Networks with Deep Boltzmann Machines},
address = {Hamburg, Germany},
year = {2014},
}
@inproceedings{zhang_lyu_icip14a,
author = {Xing Zhang and Siwei Lyu},
booktitle = {IEEE Conference on Image Processing (ICIP)},
title = {Blind Estimation Of Pixel Brightness Transform},
address = {Paris, France},
year = {2014},
}
@inproceedings{zhang_lyu_cvpr14,
author = {Xing Zhang and Siwei Lyu},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
title = {Using Projection Kurtosis Concentration Of Natural Images For Blind Noise Covariance Matrix Estimation},
address = {Columbus, OH, United States},
year = {2014},
}
@inproceedings{lifshin_mandm14b,
author = {Eric Lifshin and Siwei Lyu and Yudal P. Kandel and Richard L. Moore},
booktitle = {Microscopy \& Microanalysis},
title = {The Use of Regularized Least Squares Minimization for the Deconvolution of {SEM} Images},
address = {Hartford, CT, United States},
year = {2014},
}
@inproceedings{lifshin_mandm14a,
author = {Eric Lifshin and Yudal P. Kandel and Richard L. Moore and Siwei Lyu},
booktitle = {Microscopy \& Microanalysis},
title = {Improved {SEM} Image Resolution Through the Use of Image Restoration Techniques},
address = {Hartford, CT, United States},
year = {2014},
}
@inproceedings{sun_icls14,
author = {Weiyi Sun and Jianwei Zhang and Hui Jin and Siwei Lyu},
booktitle = {International Conference of the Learning Sciences (ICLS)},
title = {Analyzing Online Knowledge Building Discourse Using Probabilistic Topic Models},
address = {Boulder, CO, United States},
year = {2014},
}
@inproceedings{sun_nipsdde13,
author = {Weiyi Sun and Jianwei Zhang and Hui Jin and Siwei Lyu},
booktitle = {NIPS Workshop on Data Driven Education},
title = {Probabilistic Topic Analysis of Online Knowledge Building Discourse},
address = {South Lake Tahoe, CA, United States},
year = {2013},
}
@inproceedings{wu_lyu_hu_ji_iccv13,
author = {Baoyuan Wu and Siwei Lyu and Baogang Hu and Qiang Ji},
booktitle = {IEEE International Conference on Computer Vision (ICCV)},
title = {Simultaneous Clustering and Tracklet Linking for Multi-Face Tracking in Videos},
address = {Sydney, Australia},
year = {2013},
}
@inproceedings{lyu_chinasip13b,
author = {Siwei Lyu},
booktitle = {IEEE International Conference and China Forum on Signal and Information Processing (ChinaSIP)},
title = {An Upper-Bound On Second-Order Dependency},
address = {Beijing, China},
year = {2013},
}
@inproceedings{lyu_chinasip13a,
author = {Siwei Lyu},
booktitle = {IEEE International Conference and China Forum on Signal and Information Processing (ChinaSIP)},
title = {{Bayesian} Supervised Learning With Non-{Gaussian} Latent Variables},
address = {Beijing, China},
year = {2013},
}
@inproceedings{wang_lyu_ji_ijcai13,
author = {Zuoguan Wang and Siwei Lyu and Qiang Ji},
booktitle = {International Joint Conference on Artificial Intelligence (IJCAI)},
title = {Deep Feature Learning using Target Priors with Applications in {ECoG} Signal Decoding for {BCI}},
address = {Beijing, China},
year = {2013},
}
@inproceedings{zhang_lyu_trinkle_icra13,
author = {Li Zhang and Siwei Lyu and Jeff Trinkle},
booktitle = {IEEE Conference on Robotics and Automation (ICRA)},
title = {A Dynamic {Bayesian} Approach to Simultaneous Estimation and Filtering in Grasp Acquisition},
address = {Karlsruhe, Germany},
year = {2013},
}
@inproceedings{lyu_wang_nips13,
author = {Siwei Lyu and Xin Wang},
booktitle = {Advances in Neural Information Processing Systems (NIPS)},
title = {On Algorithms of Sparse Multi-factor Nonnegative Matrix Factorization},
address = {South Lake Tahoe, CA, United States},
year = {2013},
}
@inproceedings{lyu_bookchap12,
author = {Siwei Lyu},
booktitle = {Digital Image Forensics: There is More to a Picture than Meets the Eye},
title = {Natural Image Statistics for Digital Image Forensics},
address = {},
year = {2012},
}
@inproceedings{chen_lyu_liu_accv12,
author = {Jixu Chen and Xiaoming Liu and Siwei Lyu},
booktitle = {Asian Conference on Computer Vision (ACCV)},
title = {Boosting with Side Information},
address = {Daegu, South Korea},
year = {2012},
}
@inproceedings{wang_etal_nips12,
author = {Zuoguan Wang and Siwei Lyu and G. Schalk and K. Miller and Qiang Ji},
booktitle = {Advances in Neural Information Processing Systems (NIPS)},
title = {Learning with Target Priors},
address = {South Lake Tahoe, CA, United States},
year = {2012},
}
@inproceedings{pan_zhang_lyu_icassp12,
author = {Xunyu Pan and Xing Zhang and Siwei Lyu},
booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
title = {Detecting Splicing In Digital Audios Using Local Noise Level Estimation},
address = {Kyoto, Japan},
year = {2012},
}
@inproceedings{pan_zhang_lyu_iccp12,
author = {Xunyu Pan and Xing Zhang and Siwei Lyu},
booktitle = {IEEE International Conference on Computational Photography},
title = {Exposing Image Splicing with Inconsistent Local Noise Variances},
address = {Seattle, WA, United States},
year = {2012},
}
@inproceedings{pan_zhang_lyu_spie12,
author = {Xunyu Pan and Xing Zhang and Siwei Lyu},
booktitle = {SPIE Symposium on Medical Imaging},
title = {Blind Local Noise Estimation for Medical Images Reconstructed from Rapid Acquisition},
address = {San Diego, CA, United States},
year = {2012},
}
@article{lyu_nc11,
author = {Siwei Lyu},
journal = {Neural Computation},
title = {Divisive Normalization as an Efficient Coding Transform: Justification and Effectiveness},
volume = {23},
number = {11},
pages = {2942-2973},
year = {2011},
}
@inproceedings{pan_zhang_lyu_mmsec11,
author = {Xunyu Pan and Xing Zhang and Siwei Lyu},
booktitle = {ACM Workshop on Multimedia and Security (MM\&Sec)},
title = {Exposing Image Forgery with Blind Noise Estimation},
address = {Niagara Falls, NY, United States},
year = {2011},
}
@inproceedings{lyu_nips11,
author = {Siwei Lyu},
booktitle = {Advances in Neural Information Processing Systems (NIPS)},
title = {Unifying Non-Maximum Likelihood Learning Objectives with Minimum {KL} Contraction},
address = {Granada, Spain},
year = {2011},
}
@article{pan_lyu_tifs10,
author = {Xunyu Pan and Siwei Lyu},
journal = {IEEE Transactions on Information Forensics and Security},
title = {Region Duplication Detection Using Image Feature Matching},
volume = {5},
number = {4},
pages = {857-867},
year = {2010},
}
@inproceedings{lyu_mmsec10,
author = {Siwei Lyu},
booktitle = {ACM Workshop on Multimedia and Security (MM\&Sec)},
title = {Estimating Vignetting Function from a Single Image for Image Authentication},
address = {Rome, Italy},
year = {2010},
}
@inproceedings{lyu_nips10,
author = {Siwei Lyu},
booktitle = {Advances in Neural Information Processing Systems (NIPS)},
title = {Divisive Normalization: Justification and Effectiveness as Efficient Coding Transform},
address = {Vancouver, Canada},
year = {2010},
}
@inproceedings{lyu_icip10,
author = {Siwei Lyu},
booktitle = {IEEE Conference on Image Processing (ICIP)},
title = {Single Image Vignetting Correction with Natural Image Statistics in Derivative Domains},
address = {Hong Kong},
year = {2010},
}
@inproceedings{pan_lyu_icassp10b,
author = {Xunyu Pan and Siwei Lyu},
booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
title = {Detecting Image Region Duplication using {SIFT} Features},
address = {Dallas, United States, United States},
year = {2010},
}
@inproceedings{lyu_icassp10a,
author = {Siwei Lyu},
booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
title = {Nonnegative Matrix Factorization with Matrix Exponentiation},
address = {Dallas, United States, United States},
year = {2010},
}
@article{lyu_simoncelli_nc09,
author = {Siwei Lyu and Eero P. Simoncelli},
journal = {Neural Computation},
title = {Nonlinear extraction of 'Independent Components' of natural images using radial {Gaussianization}},
volume = {18},
number = {6},
pages = {1-35},
year = {2009},
}
@article{lyu_simoncelli_pami09,
author = {Siwei Lyu and Eero P. Simoncelli},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
title = {Modeling multiscale subbands of photographic images with fields of {Gaussian} scale mixtures},
volume = {31},
number = {4},
pages = {693-706},
year = {2009},
}
@inproceedings{lyu_uai09,
author = {Siwei Lyu},
booktitle = {The International Conference on Uncertainty in Artificial Intelligence (UAI)},
title = {Interpretation and Generalization of Score Matching},
address = {Montreal, QC, Canada},
year = {2009},
}
@inproceedings{lyu_cvpr09,
author = {Siwei Lyu},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
title = {An Implicit {Markov} Random Field Model for Natural Images in Multi-scale Oriented Representations},
address = {Miami Beach, FL, United States},
year = {2009},
}
@inproceedings{lyu_simoncelli_nips08,
author = {Siwei Lyu and Eero P. Simoncelli},
booktitle = {Advances in Neural Information Processing Systems (NIPS)},
title = {Reducing statistical dependencies in natural signals using radial {Gaussianization}},
address = {Vancouver, Canada},
year = {2008},
}
@inproceedings{lyu_simoncelli_cvpr08,
author = {Siwei Lyu and Eero P. Simoncelli},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
title = {Nonlinear image representation using divisive normalization},
address = {Anchorage, AK, United States},
year = {2008},
}
@inproceedings{lyu_simoncelli_spie07,
author = {Siwei Lyu and Eero P. Simoncelli},
booktitle = {IS\&T/SPIE 19th Annual Symposium of Electronic Imaging},
title = {Statistically and Perceptually Motivated Nonlinear Image Representation},
address = {San Jose, CA, United States},
year = {2007},
}
@article{lyu_farid_tifs06,
author = {Siwei Lyu and Hany Farid},
journal = {IEEE Transactions on Information Forensics and Security},
title = {Steganalysis Using Higher-Order Image Statistics},
volume = {1},
number = {1},
pages = {111-119},
year = {2006},
}
@article{rockmore_lyu_farid_ifar06,
author = {Dan Rockmore and Siwei Lyu and Hany Farid},
journal = {International Foundation for Art Research (IFAR) Journal},
title = {A Digital Technique for Authentication in the Arts},
volume = {8},
number = {2},
pages = {21-29},
year = {2006},
}
@inproceedings{lyu_simoncelli_nips06,
author = {Siwei Lyu and Eero P. Simoncelli},
booktitle = {Advances in Neural Information Processing Systems (NIPS)},
title = {Statistical Modeling of Images with Fields of {Gaussian} Scale Mixtures},
address = {Vancouver, Canada},
year = {2006},
}
@article{lyu_farid_sp05,
author = {Siwei Lyu and Hany Farid},
journal = {IEEE Transactions on Signal Processing},
title = {How Realistic is Photorealistic?},
volume = {53},
number = {2},
pages = {845-850},
year = {2005},
}
@inproceedings{johnson_lyu_farid_spie05,
author = {Micah Kimo Johnson and Siwei Lyu and Hany Farid},
booktitle = {SPIE Symposium on Electronic Imaging},
title = {Steganalysis of Recorded Speech},
address = {San Jose, CA, United States},
year = {2005},
}
@inproceedings{lyu_cvpr05a,
author = {Siwei Lyu},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition (CVPR)},
title = {Mercer Kernels for Object Recognition with Local Features},
address = {San Diego, CA, United States},
year = {2005},
}
@inproceedings{lyu_cvpr05b,
author = {Siwei Lyu},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition (CVPR)},
title = {Infomax Boosting},
address = {San Diego, CA, United States},
year = {2005},
}
@inproceedings{lyu_ecml05,
author = {Siwei Lyu},
booktitle = {European Conference on Machine Learning (ECML)},
title = {Kernels for Unordered Sets: the {Gaussian} Mixture Approach},
address = {Porto, Portugal},
year = {2005},
}
@inproceedings{lyu_mm05,
author = {Siwei Lyu},
booktitle = {ACM Multimedia},
title = {Automatic Image Orientation Determination with Natural Image Statistics},
address = {Singapore},
year = {2005},
}
@inproceedings{lyu_rockmore_farid_artmath05,
author = {Siwei Lyu and Dan Rockmore and Hany Farid},
booktitle = {Art+Math=X},
title = {Wavelet Analysis for Art Authentication},
address = {Boulder, CO, United States},
year = {2005},
}
@article{lyu_rockmore_farid_pnas04,
author = {Siwei Lyu and Dan Rockmore and Hany Farid},
journal = {Proceedings of the National Academy of Sciences},
title = {A Digital Technique for Art Authentication},
volume = {101},
number = {49},
pages = {17006-17010},
year = {2004},
}
@inproceedings{lyu_farid_spie04,
author = {Siwei Lyu and Hany Farid},
booktitle = {SPIE Symposium on Electronic Imaging},
title = {Steganalysis Using Color Wavelet Statistics and One-Class Support Vector Machines},
address = {San Jose, CA, United States},
year = {2004},
}
@inproceedings{farid_lyu_sacv03,
author = {Hany Farid and Siwei Lyu},
booktitle = {CVPR Workshop on Statistical Analysis in Computer Vision},
title = {Higher-Order Wavelet Statistics and their Application to Digital Forensics},
address = {Madison, Wisconsin, United States},
year = {2003},
}
@inproceedings{lyu_farid_ih02,
author = {Siwei Lyu and Hany Farid},
booktitle = {International Workshop on Information Hiding},
title = {Detecting Hidden Messages Using Higher-Order Statistics and Support Vector Machines},
address = {Noordwijkerhout, Netherlands},
year = {2002},
}