Siwei Lyu

371 papers A* 45A 23B 30C 7Misc 11Journal 191Unranked 61
YearRankTypeTitle / Venue / Authors
2026 J jnl
ASVspoof 5: Design, collection and validation of resources for spoofing, deepfake, and adversarial attack detection using crowdsourced speech.
Comput. Speech Lang.
Xin Wang, Héctor Delgado, Hemlata Tak, Jee-weon Jung, Hye-jin Shim, Massimiliano Todisco, Ivan Kukanov, Xuechen Liu, Md. Sahidullah, Tomi Kinnunen, Nicholas W. D. Evans, Kong Aik Lee, Junichi Yamagishi, Myeonghun Jeong, Ge Zhu, Yongyi Zang, You Zhang, Soumi Maiti, Florian Lux, Nicolas Müller, Wangyou Zhang, Chengzhe Sun, Shuwei Hou, Siwei Lyu, Sébastien Le Maguer, Cheng Gong, Hanjie Guo, Liping Chen, Vishwanath Pratap Singh
2026 J jnl
Analyzing and Improving Fast Sampling of Text-to-Image Diffusion Models.
CoRR
Zhenyu Zhou, Defang Chen, Siwei Lyu, Chun Chen, Can Wang
2026 J jnl
Assessing the Ability of Neural TTS Systems to Model Consonant-Induced F0 Perturbation.
CoRR
Tianle Yang, Chengzhe Sun, Phil Rose, Cassandra L. Jacobs, Siwei Lyu
2026 J jnl
Assessing the ability of neural TTS systems to model consonant-induced f0 perturbation.
Comput. Speech Lang.
Tianle Yang, Chengzhe Sun, Phil Rose, Cassandra L. Jacobs, Siwei Lyu
2026 J jnl
Attacks in Adversarial Machine Learning: A Systematic Survey from the Lifecycle Perspective.
Int. J. Comput. Vis.
Baoyuan Wu, Zihao Zhu, Li Liu, Qingshan Liu, Zhaofeng He, Siwei Lyu
2026 J jnl
BrandFusion: A Multi-Agent Framework for Seamless Brand Integration in Text-to-Video Generation.
CoRR
Zihao Zhu, Ruotong Wang, Siwei Lyu, Min Zhang, Baoyuan Wu
2026 A* conf
DICE: Distilling Classifier-Free Guidance into Text Embeddings.
AAAI
Zhenyu Zhou, Defang Chen, Can Wang, Chun Chen, Siwei Lyu
2026 J jnl
Exploring the Potential of Class-Specific Encoding for Few-Shot Object Detection.
IEEE Trans. Emerg. Top. Comput. Intell.
Wei Zhou, Zongling Li, Shu Hu, Shanmin Yang, Tao Wu, Siwei Lyu, Ying Fu, Xi Wu, Xin Wang
2026 J jnl
RL-I2IT: Image-to-image translation with deep reinforcement learning.
Neural Networks
Jing Hu, Ziwei Luo, Chengming Feng, Shu Hu, Bin Zhu, Xi Wu, Xin Li, Hongtu Zhu, Siwei Lyu, Xin Wang
2026 J jnl
Unveiling Covert Toxicity in Multimodal Data via Toxicity Association Graphs: A Graph-Based Metric and Interpretable Detection Framework.
CoRR
Guanzong Wu, Zihao Zhu, Siwei Lyu, Baoyuan Wu
2025 B conf
A Landscape Survey of Tools and Real-World Cases of AI-Generated Media.
AVSS
Jialing Cai, Chengzhe Sun, Soumyya Kanti Datta, Siwei Lyu
2025 J jnl
A self-learning multimodal approach for fake news detection.
Frontiers Artif. Intell.
Hao Chen, Yue Yu, Hui Guo, Baochen Hu, Shu Hu, Jinrong Hu, Siwei Lyu, Xi Wu, Chingsheng Lin, Xin Wang
2025 — conf
Adaptive Test-Time Semantic Debiasing for AI-Generated Image Detection.
ICCVW
Yu Cai, Jiahe Tian, Xiaomeng Fu, Jiao Dai, Jizhong Han, Siwei Lyu
2025 J jnl
AdvChain: Adversarial Chain-of-Thought Tuning for Robust Safety Alignment of Large Reasoning Models.
CoRR
Zihao Zhu, Xinyu Wu, Gehan Hu, Siwei Lyu, Ke Xu, Baoyuan Wu
2025 — conf
CatAID: Category-Guided AI-Generated Image Detection via Vision-Language Model Adaptation.
ICCVW
Yu Cai, Shan Jia, Jiahe Tian, Jiao Dai, Jizhong Han, Siwei Lyu
2025 J jnl
Celeb-DF++: A Large-scale Challenging Video DeepFake Benchmark for Generalizable Forensics.
CoRR
Yuezun Li, Delong Zhu, Xinjie Cui, Siwei Lyu
2025 J jnl
Conditional Image Synthesis with Diffusion Models: A Survey.
Trans. Mach. Learn. Res.
Zheyuan Zhan, Defang Chen, Jian-Ping Mei, Zhenghe Zhao, Jiawei Chen, Chun Chen, Siwei Lyu, Can Wang
2025 J jnl
CrossDF: improving cross-domain deepfake detection with deep information decomposition.
Frontiers Big Data
Shanmin Yang, Hui Guo, Shu Hu, Bin B. Zhu, Ying Fu, Siwei Lyu, Xi Wu, Xin Wang
2025 J jnl
DICE: Distilling Classifier-Free Guidance into Text Embeddings.
CoRR
Zhenyu Zhou, Defang Chen, Can Wang, Chun Chen, Siwei Lyu
2025 J jnl
DeepfakeBench-MM: A Comprehensive Benchmark for Multimodal Deepfake Detection.
CoRR
Kangran Zhao, Yupeng Chen, Xiaoyu Zhang, Yize Chen, Weinan Guan, Baicheng Chen, Chengzhe Sun, Soumyya Kanti Datta, Qingshan Liu, Siwei Lyu, Baoyuan Wu
2025 J jnl
Detecting Lip-Syncing Deepfakes: Vision Temporal Transformer for Analyzing Mouth Inconsistencies.
CoRR
Soumyya Kanti Datta, Shan Jia, Siwei Lyu
2025 J jnl
FakeTracer: Catching Face-Swap DeepFakes via Implanting Traces in Training.
IEEE Trans. Emerg. Top. Comput.
Pu Sun, Honggang Qi, Yuezun Li, Siwei Lyu
2025 J jnl
Forensic deepfake audio detection using segmental speech features.
CoRR
Tianle Yang, Chengzhe Sun, Siwei Lyu, Phil Rose
2025 — conf
FreqPure: A High-Frequency Preservation Diffusion-Based Purification Method for Protective Perturbation Removal.
ICCVW
Yan Ju, Hongfei Xue, Siwei Lyu
2025 J jnl
Generating Higher-Quality Anti-Forensics DeepFakes with Adversarial Sharpening Mask.
ACM Trans. Multim. Comput. Commun. Appl.
Bing Fan, Feng Ding, Guopu Zhu, Jiwu Huang, Sam Kwong, Pradeep K. Atrey, Siwei Lyu
2025 J jnl
Geometric Regularity in Deterministic Sampling of Diffusion-based Generative Models.
CoRR
Defang Chen, Zhenyu Zhou, Can Wang, Siwei Lyu
2025 J jnl
HOIGPT: Learning Long Sequence Hand-Object Interaction with Language Models.
CoRR
Mingzhen Huang, Fu-Jen Chu, Bugra Tekin, Kevin J. Liang, Haoyu Ma, Weiyao Wang, Xingyu Chen, Pierre Gleize, Hongfei Xue, Siwei Lyu, Kris Kitani, Matt Feiszli, Hao Tang
2025 A* conf
HOIGPT: Learning Long-Sequence Hand-Object Interaction with Language Models.
CVPR
Mingzhen Huang, Fu-Jen Chu, Bugra Tekin, Kevin J. Liang, Haoyu Ma, Weiyao Wang, Xingyu Chen, Pierre Gleize, Hongfei Xue, Siwei Lyu, Kris Kitani, Matt Feiszli, Hao Tang
2025 J jnl
Hiding Faces in Plain Sight: Defending DeepFakes by Disrupting Face Detection.
IEEE Trans. Dependable Secur. Comput.
Delong Zhu, Yuezun Li, Baoyuan Wu, Jiaran Zhou, Zhibo Wang, Siwei Lyu
2025 C conf
Modality-Agnostic Deepfakes Detection.
IH&MMSec
Yu Cai, Peng Chen, Jiahe Tian, Jin Liu, Jiao Dai, Xi Wang, Shan Jia, Siwei Lyu, Jizhong Han
2025 — conf
PIA: Deepfake Detection Using Phoneme-Temporal and Identity-Dynamic Analysis.
ICCVW
Soumyya Kanti Datta, Tanvi Ranga, Chengzhe Sun, Siwei Lyu
2025 J jnl
PIA: Deepfake Detection Using Phoneme-Temporal and Identity-Dynamic Analysis.
CoRR
Soumyya Kanti Datta, Tanvi Ranga, Chengzhe Sun, Siwei Lyu
2025 J jnl
Recent Advances on Generalizable Diffusion-generated Image Detection.
CoRR
Qijie Xu, Defang Chen, Jiawei Chen, Siwei Lyu, Can Wang
2025 J jnl
Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection Method.
IEEE Trans. Inf. Forensics Secur.
Mian Zou, Baosheng Yu, Yibing Zhan, Siwei Lyu, Kede Ma
2025 J jnl
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach.
IEEE Trans. Circuits Syst. Video Technol.
Mian Zou, Baosheng Yu, Yibing Zhan, Siwei Lyu, Kede Ma
2025 J jnl
Spotting the Fakes: A Deep Dive into GAN-Generated Face Detection.
ACM Trans. Multim. Comput. Commun. Appl.
Xin Wang, Ting Yu Tsai, Li Lin, Hui Guo, Shu Hu, Ming-Ching Chang, Pradeep K. Atrey, Siwei Lyu
2025 J jnl
Tamper-evident Image using JPEG Fixed Points.
CoRR
Zhaofeng Si, Siwei Lyu
2025 J jnl
VB-KGN: Variational Bayesian Kernel Generation Networks for Motion Image Deblurring.
IEEE Trans. Multim.
Ying Fu, Xinyu Zhu, Xiaojie Li, Xin Wang, Xi Wu, Shu Hu, Yi Wu, Siwei Lyu, Wei Liu
2025 J jnl
Your Text Encoder Can Be An Object-Level Watermarking Controller.
CoRR
Naresh Kumar Devulapally, Mingzhen Huang, Vishal Asnani, Shruti Agarwal, Siwei Lyu, Vishnu Suresh Lokhande
2024 J jnl
A Self-Learning Multimodal Approach for Fake News Detection.
CoRR
Hao Chen, Hui Guo, Baochen Hu, Shu Hu, Jinrong Hu, Siwei Lyu, Xi Wu, Xin Wang
2024 J jnl
AdaNI: Adaptive Noise Injection to improve adversarial robustness.
Comput. Vis. Image Underst.
Yuezun Li, Cong Zhang, Honggang Qi, Siwei Lyu
2024 J jnl
An Explainable Non-local Network for COVID-19 Diagnosis.
CoRR
Jingfu Yang, Peng Huang, Jing Hu, Shu Hu, Siwei Lyu, Xin Wang, Jun Guo, Xi Wu
2024 J jnl
COMICS: End-to-End Bi-Grained Contrastive Learning for Multi-Face Forgery Detection.
IEEE Trans. Circuits Syst. Video Technol.
Cong Zhang, Honggang Qi, Shuhui Wang, Yuezun Li, Siwei Lyu
2024 — conf
Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics.
CVPR Workshops
Shan Jia, Reilin Lyu, Kangran Zhao, Yize Chen, Zhiyuan Yan, Yan Ju, Chuanbo Hu, Xin Li, Baoyuan Wu, Siwei Lyu
2024 J jnl
Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics.
CoRR
Shan Jia, Reilin Lyu, Kangran Zhao, Yize Chen, Zhiyuan Yan, Yan Ju, Chuanbo Hu, Xin Li, Baoyuan Wu, Siwei Lyu
2024 J jnl
Conditional Image Synthesis with Diffusion Models: A Survey.
CoRR
Zheyuan Zhan, Defang Chen, Jian-Ping Mei, Zhenghe Zhao, Jiawei Chen, Chun Chen, Siwei Lyu, Can Wang
2024 J jnl
DeepFake-O-Meter v2.0: An Open Platform for DeepFake Detection.
CoRR
Shuwei Hou, Yan Ju, Chengzhe Sun, Shan Jia, Lipeng Ke, Riky Zhou, Anita Nikolich, Siwei Lyu
2024 — conf
DeepFake-o-meter v2.0: An Open Platform for DeepFake Detection.
MIPR
Yan Ju, Chengzhe Sun, Shan Jia, Shuwei Hou, Zhaofeng Si, Soumyya Kanti Datta, Lipeng Ke, Riky Zhou, Anita Nikolich, Siwei Lyu
2024 J jnl
Dense Feature Interaction Network for Image Inpainting Localization.
CoRR
Ye Yao, Tingfeng Han, Shan Jia, Siwei Lyu
2024 Misc conf
Enhancing Adversarial Robustness of DNNS Via Weight Decorrelation in Training.
ICASSP
Cong Zhang, Yuezun Li, Honggang Qi, Siwei Lyu
2024 A conf
Explicit Correlation Learning for Generalizable Cross-Modal Deepfake Detection.
ICME
Cai Yu, Shan Jia, Xiaomeng Fu, Jin Liu, Jiahe Tian, Jiao Dai, Xi Wang, Siwei Lyu, Jizhong Han
2024 J jnl
Explicit Correlation Learning for Generalizable Cross-Modal Deepfake Detection.
CoRR
Cai Yu, Shan Jia, Xiaomeng Fu, Jin Liu, Jiahe Tian, Jiao Dai, Xi Wang, Siwei Lyu, Jizhong Han
2024 A conf
Exposing Lip-syncing Deepfakes from Mouth Inconsistencies.
ICME
Soumyya Kanti Datta, Shan Jia, Siwei Lyu
2024 J jnl
Exposing Lip-syncing Deepfakes from Mouth Inconsistencies.
CoRR
Soumyya Kanti Datta, Shan Jia, Siwei Lyu
2024 A* conf
Exposing Text-Image Inconsistency Using Diffusion Models.
ICLR
Mingzhen Huang, Shan Jia, Zhou Zhou, Yan Ju, Jialing Cai, Siwei Lyu
2024 J jnl
Exposing Text-Image Inconsistency Using Diffusion Models.
CoRR
Mingzhen Huang, Shan Jia, Zhou Zhou, Yan Ju, Jialing Cai, Siwei Lyu
2024 A* conf
First-Order Minimax Bilevel Optimization.
NeurIPS
Yifan Yang, Zhaofeng Si, Siwei Lyu, Kaiyi Ji
2024 J jnl
ForensicsForest Family: A Series of Multi-Scale Hierarchical Cascade Forests for Detecting GAN-Generated Faces.
IEEE Trans. Inf. Forensics Secur.
Jiucui Lu, Jiaran Zhou, Junyu Dong, Bin Li, Siwei Lyu, Yuezun Li
2024 J jnl
GLFF: Global and Local Feature Fusion for AI-Synthesized Image Detection.
IEEE Trans. Multim.
Yan Ju, Shan Jia, Jialing Cai, Haiying Guan, Siwei Lyu
2024 J jnl
HMGIE: Hierarchical and Multi-Grained Inconsistency Evaluation for Vision-Language Data Cleansing.
CoRR
Zihao Zhu, Hongbao Zhang, Guanzong Wu, Siwei Lyu, Baoyuan Wu
2024 J jnl
Hiding Faces in Plain Sight: Defending DeepFakes by Disrupting Face Detection.
CoRR
Delong Zhu, Yuezun Li, Baoyuan Wu, Jiaran Zhou, Zhibo Wang, Siwei Lyu
2024 A conf
Improving Fairness in Deepfake Detection.
WACV
Yan Ju, Shu Hu, Shan Jia, George H. Chen, Siwei Lyu
2024 J jnl
Knowledge Distillation with Refined Logits.
CoRR
Wujie Sun, Defang Chen, Siwei Lyu, Genlang Chen, Chun Chen, Can Wang
2024 J jnl
LandmarkBreaker: A proactive method to obstruct DeepFakes via disrupting facial landmark extraction.
Comput. Vis. Image Underst.
Yuezun Li, Pu Sun, Honggang Qi, Siwei Lyu
2024 J jnl
Meta-Learning with Heterogeneous Tasks.
CoRR
Zhaofeng Si, Shu Hu, Kaiyi Ji, Siwei Lyu
2024 J jnl
MultiEdits: Simultaneous Multi-Aspect Editing with Text-to-Image Diffusion Models.
CoRR
Mingzhen Huang, Jialing Cai, Shan Jia, Vishnu Suresh Lokhande, Siwei Lyu
2024 A* conf
On the Trajectory Regularity of ODE-based Diffusion Sampling.
ICML
Defang Chen, Zhenyu Zhou, Can Wang, Chunhua Shen, Siwei Lyu
2024 J jnl
On the Trajectory Regularity of ODE-based Diffusion Sampling.
CoRR
Defang Chen, Zhenyu Zhou, Can Wang, Chunhua Shen, Siwei Lyu
2024 A* conf
ParallelEdits: Efficient Multi-Aspect Text-Driven Image Editing with Attention Grouping.
NeurIPS
Mingzhen Huang, Jialing Cai, Shan Jia, Vishnu Suresh Lokhande, Siwei Lyu
2024 J jnl
Self-Supervised Learning Based Handwriting Verification.
CoRR
Mihir Chauhan, Mohammad Abuzar Shaikh, Bina Ramamurthy, Mingchen Gao, Siwei Lyu, Sargur N. Srihari
2024 J jnl
Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection Method.
CoRR
Mian Zou, Baosheng Yu, Yibing Zhan, Siwei Lyu, Kede Ma
2024 J jnl
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach.
CoRR
Mian Zou, Baosheng Yu, Yibing Zhan, Siwei Lyu, Kede Ma
2024 A* conf
Simple and Fast Distillation of Diffusion Models.
NeurIPS
Zhenyu Zhou, Defang Chen, Can Wang, Chun Chen, Siwei Lyu
2024 J jnl
Simple and Fast Distillation of Diffusion Models.
CoRR
Zhenyu Zhou, Defang Chen, Can Wang, Chun Chen, Siwei Lyu
2024 A* conf
Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection.
CVPR
Zhiyuan Yan, Yuhao Luo, Siwei Lyu, Qingshan Liu, Baoyuan Wu
2024 — conf
UMedNeRF: Uncertainty-Aware Single View Volumetric Rendering For Medical Neural Radiance Fields.
ISBI
Jing Hu, Qinrui Fan, Shu Hu, Siwei Lyu, Xi Wu, Xin Wang
2024 J jnl
Vision-Language Model Based Handwriting Verification.
CoRR
Mihir Chauhan, Abhishek Satbhai, Mohammad Abuzar Hashemi, Mir Basheer Ali, Bina Ramamurthy, Mingchen Gao, Siwei Lyu, Sargur N. Srihari
2023 — conf
AI-Synthesized Voice Detection Using Neural Vocoder Artifacts.
CVPR Workshops
Chengzhe Sun, Shan Jia, Shuwei Hou, Siwei Lyu
2023 J jnl
AI-Synthesized Voice Detection Using Neural Vocoder Artifacts.
CoRR
Chengzhe Sun, Shan Jia, Shuwei Hou, Siwei Lyu
2023 J jnl
Adversarial Machine Learning: A Systematic Survey of Backdoor Attack, Weight Attack and Adversarial Example.
CoRR
Baoyuan Wu, Li Liu, Zihao Zhu, Qingshan Liu, Zhaofeng He, Siwei Lyu
2023 J jnl
Attacking Important Pixels for Anchor-free Detectors.
CoRR
Yunxu Xie, Shu Hu, Xin Wang, Quanyu Liao, Bin Zhu, Xi Wu, Siwei Lyu
2023 J jnl
Attention Guided Policy Optimization for 3D Medical Image Registration.
IEEE Access
Jing Hu, Zhikun Shuai, Xin Wang, Shu Hu, Shanhui Sun, Siwei Lyu, Xi Wu
2023 — conf
AutoSplice: A Text-prompt Manipulated Image Dataset for Media Forensics.
CVPR Workshops
Shan Jia, Mingzhen Huang, Zhou Zhou, Yan Ju, Jialing Cai, Siwei Lyu
2023 J jnl
AutoSplice: A Text-prompt Manipulated Image Dataset for Media Forensics.
CoRR
Shan Jia, Mingzhen Huang, Zhou Zhou, Yan Ju, Jialing Cai, Siwei Lyu
2023 J jnl
Contrastive Multi-FaceForensics: An End-to-end Bi-grained Contrastive Learning Approach for Multi-face Forgery Detection.
CoRR
Cong Zhang, Honggang Qi, Yuezun Li, Siwei Lyu
2023 A* conf
Controlling Neural Style Transfer with Deep Reinforcement Learning.
IJCAI
Chengming Feng, Jing Hu, Xin Wang, Shu Hu, Bin Zhu, Xi Wu, Hongtu Zhu, Siwei Lyu
2023 J jnl
Controlling Neural Style Transfer with Deep Reinforcement Learning.
CoRR
Chengming Feng, Jing Hu, Xin Wang, Shu Hu, Bin Zhu, Xi Wu, Hongtu Zhu, Siwei Lyu
2023 J jnl
Deep Reinforcement Learning for Image-to-Image Translation.
CoRR
Xin Wang, Ziwei Luo, Jing Hu, Chengming Feng, Shu Hu, Bin Zhu, Xi Wu, Siwei Lyu
2023 A* conf
DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection.
NeurIPS
Zhiyuan Yan, Yong Zhang, Xinhang Yuan, Siwei Lyu, Baoyuan Wu
2023 J jnl
DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection.
CoRR
Zhiyuan Yan, Yong Zhang, Xinhang Yuan, Siwei Lyu, Baoyuan Wu
2023 Misc conf
Detection of Real-Time Deepfakes in Video Conferencing with Active Probing and Corneal Reflection.
ICASSP
Hui Guo, Xin Wang, Siwei Lyu
2023 J jnl
Efficient State Estimation with Constrained Rao-Blackwellized Particle Filter.
CoRR
Shuai Li, Siwei Lyu, Jeff Trinkle
2023 J jnl
ExS-GAN: Synthesizing Anti-Forensics Images via Extra Supervised GAN.
IEEE Trans. Cybern.
Feng Ding, Zhangyi Shen, Guopu Zhu, Sam Kwong, Yicong Zhou, Siwei Lyu
2023 J jnl
Exposing AI-Synthesized Human Voices Using Neural Vocoder Artifacts.
CoRR
Chengzhe Sun, Shan Jia, Shuwei Hou, Ehab AlBadawy, Siwei Lyu
2023 A conf
Face Poison: Obstructing DeepFakes by Disrupting Face Detection.
ICME
Yuezun Li, Jiaran Zhou, Siwei Lyu
2023 J jnl
FakeTracer: Proactively Defending Against Face-swap DeepFakes via Implanting Traces in Training.
CoRR
Pu Sun, Honggang Qi, Yuezun Li, Siwei Lyu
2023 A conf
Forensics Forest: Multi-scale Hierarchical Cascade Forest for Detecting GAN-generated Faces.
ICME
Jiucui Lu, Yuezun Li, Jiaran Zhou, Bin Li, Siwei Lyu
2023 J jnl
ForensicsForest Family: A Series of Multi-scale Hierarchical Cascade Forests for Detecting GAN-generated Faces.
CoRR
Jiucui Lu, Yuezun Li, Jiaran Zhou, Bin Li, Junyu Dong, Siwei Lyu
2023 A conf
GAN-Generated Faces Detection: A Survey and New Perspectives.
ECAI
Xin Wang, Hui Guo, Shu Hu, Ming-Ching Chang, Siwei Lyu
2023 — conf
Harnessing the Power of Text-image Contrastive Models for Automatic Detection of Online Misinformation.
CVPR Workshops
Hao Chen, Peng Zheng, Xin Wang, Shu Hu, Bin Zhu, Jinrong Hu, Xi Wu, Siwei Lyu
2023 J jnl
Harnessing the Power of Text-image Contrastive Models for Automatic Detection of Online Misinformation.
CoRR
Hao Chen, Peng Zheng, Xin Wang, Shu Hu, Bin Zhu, Jinrong Hu, Xi Wu, Siwei Lyu
2023 J jnl
Improving Cross-dataset Deepfake Detection with Deep Information Decomposition.
CoRR
Shanmin Yang, Shu Hu, Bin Zhu, Ying Fu, Siwei Lyu, Xi Wu, Xin Wang
2023 J jnl
Improving Fairness in Deepfake Detection.
CoRR
Yan Ju, Shu Hu, Shan Jia, George H. Chen, Siwei Lyu
2023 J jnl
Integrating Audio-Visual Features for Multimodal Deepfake Detection.
CoRR
Sneha Muppalla, Shan Jia, Siwei Lyu
2023 A* conf
Language-guided Human Motion Synthesis with Atomic Actions.
ACM Multimedia
Yuanhao Zhai, Mingzhen Huang, Tianyu Luan, Lu Dong, Ifeoma Nwogu, Siwei Lyu, David S. Doermann, Junsong Yuan
2023 J jnl
Language-guided Human Motion Synthesis with Atomic Actions.
CoRR
Yuanhao Zhai, Mingzhen Huang, Tianyu Luan, Lu Dong, Ifeoma Nwogu, Siwei Lyu, David S. Doermann, Junsong Yuan
2023 — conf
NTIRE 2023 Challenge on Efficient Super-Resolution: Methods and Results.
CVPR Workshops
Yawei Li, Yulun Zhang, Radu Timofte, Luc Van Gool, Lei Yu, Youwei Li, Xinpeng Li, Ting Jiang, Qi Wu, Mingyan Han, Wenjie Lin, Chengzhi Jiang, Jinting Luo, Haoqiang Fan, Shuaicheng Liu, Yucong Wang, Minjie Cai, Mingxi Li, Yuhang Zhang, Xianjun Fan, Yankai Sheng, Yanyu Mao, Nihao Zhang, Qian Wang, Mingjun Zheng, Long Sun, Jinshan Pan, Jiangxin Dong, Jinhui Tang, Zhongbao Yang, Yan Wang, Erlin Pan, Qixuan Cai, Xinan Dai, Magauiya Zhussip, Nikolay Kalyazin, Dmitry Vyal, Xueyi Zou, Youliang Yan, Heaseo Chung, Jin Zhang, Gaocheng Yu, Feng Zhang, Hongbin Wang, Bohao Liao, Zhibo Du, Yu-Liang Wu, Gege Shi, Long Peng, Yang Wang, Yang Cao, Zhengjun Zha, Zhi-Kai Huang, Yi-Chung Chen, Yuan-Chun Chiang, Hao-Hsiang Yang, Wei-Ting Chen, Hua-En Chang, I-Hsiang Chen, Chia-Hsuan Hsieh, Sy-Yen Kuo, Xin Liu, Jiahao Pan, Hongyuan Yu, Weichen Yu, Lin Ge, Jiahua Dong, Yajun Zou, Zhuoyuan Wu, Binnan Han, Xiaolin Zhang, Heng Zhang, Xuanwu Yin, Kunlong Zuo, Weijian Deng, Hongjie Yuan, Zengtong Lu, Mingyu Ouyang, Wenzhuo Ma, Nian Liu, Hanyou Zheng, Yuantong Zhang, Junxi Zhang, Zhenzhong Chen, Garas Gendy, Nabil Sabor, Jingchao Hou, Guanghui He, Yurui Zhu, Xi Wang, Xueyang Fu, Zheng-Jun Zha, Daheng Yin, Mengyang Liu, Baijun Chen, Ao Li, Lei Luo, Kangjun Jin, Ce Zhu, Xiaoming Zhang, Chengxing Xie, Linze Li, Haiteng Meng, Tianlin Zhang, Tianrui Li, Xiaole Zhao, Zhao Zhang, Baiang Li, Huan Zheng, Suiyi Zhao, Yangcheng Gao, Jiahuan Ren, Kang Hu, Jingpeng Shi, Zhijian Wu, Dingjiang Huang, Jinchen Zhu, Hui Li, Qianru Xv, Tianle Liu, Gang Wu, Junpeng Jiang, Xianming Liu, Junjun Jiang, Mingjian Zhang, Shizhuang Weng, Jing Hu, Chengxu Wu, Qinrui Fan, Chengming Feng, Ziwei Luo, Shu Hu, Siwei Lyu, Xi Wu, Xin Wang
2023 C conf
Outlier Robust Adversarial Training.
ACML
Shu Hu, Zhenhuan Yang, Xin Wang, Yiming Ying, Siwei Lyu
2023 J jnl
Outlier Robust Adversarial Training.
CoRR
Shu Hu, Zhenhuan Yang, Xin Wang, Yiming Ying, Siwei Lyu
2023 A conf
RMBench: Benchmarking Deep Reinforcement Learning for Robotic Manipulator Control.
IROS
Yanfei Xiang, Xin Wang, Shu Hu, Bin Zhu, Xiaomeng Huang, Xi Wu, Siwei Lyu
2023 J jnl
Rank-Based Decomposable Losses in Machine Learning: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell.
Shu Hu, Xin Wang, Siwei Lyu
2023 J jnl
Robust Scene Parsing by Mining Supportive Knowledge From Dataset.
IEEE Trans. Neural Networks Learn. Syst.
Ao Luo, Fan Yang, Xin Li, Yuezun Li, Zhicheng Jiao, Hong Cheng, Siwei Lyu
2023 A* conf
Tracking Multiple Deformable Objects in Egocentric Videos.
CVPR
Mingzhen Huang, Xiaoxing Li, Jun Hu, Honghong Peng, Siwei Lyu
2023 J jnl
Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection.
CoRR
Zhiyuan Yan, Yuhao Luo, Siwei Lyu, Qingshan Liu, Baoyuan Wu
2023 J jnl
UMedNeRF: Uncertainty-aware Single View Volumetric Rendering for Medical Neural Radiance Fields.
CoRR
Jing Hu, Qinrui Fan, Shu Hu, Siwei Lyu, Xi Wu, Xin Wang
2022 J jnl
A Unified Framework for High Fidelity Face Swap and Expression Reenactment.
IEEE Trans. Circuits Syst. Video Technol.
Bo Peng, Hongxing Fan, Wei Wang, Jing Dong, Siwei Lyu
2022 — conf
Adaptive Face Forgery Detection in Cross Domain.
ECCV (34)
Luchuan Song, Zheng Fang, Xiaodan Li, Xiaoyi Dong, Zhenchao Jin, Yuefeng Chen, Siwei Lyu
2022 J jnl
Anti-Forensics for Face Swapping Videos via Adversarial Training.
IEEE Trans. Multim.
Feng Ding, Guopu Zhu, Yingcan Li, Xinpeng Zhang, Pradeep K. Atrey, Siwei Lyu
2022 J jnl
Average Top-k Aggregate Loss for Supervised Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Siwei Lyu, Yanbo Fan, Yiming Ying, Bao-Gang Hu
2022 A conf
Contrastive Class-Specific Encoding for Few-Shot Object Detection.
ICME
Dizhong Lin, Ying Fu, Xin Wang, Shu Hu, Bin Zhu, Qi Song, Xi Wu, Siwei Lyu
2022 — conf
Counterfactual Image Enhancement for Explanation of Face Swap Deepfakes.
PRCV (2)
Bo Peng, Siwei Lyu, Wei Wang, Jing Dong
2022 J jnl
DE-GAN: Domain Embedded GAN for High Quality Face Image Inpainting.
Pattern Recognit.
Xian Zhang, Xin Wang, Canghong Shi, Zhe Yan, Xiaojie Li, Bin Kong, Siwei Lyu, Bin Zhu, Jiancheng Lv, Youbing Yin, Qi Song, Xi Wu, Imran Mumtaz
2022 B conf
DFGC 2022: The Second DeepFake Game Competition.
IJCB
Bo Peng, Wei Xiang, Yue Jiang, Wei Wang, Jing Dong, Zhenan Sun, Zhen Lei, Siwei Lyu
2022 J jnl
DFGC 2022: The Second DeepFake Game Competition.
CoRR
Bo Peng, Wei Xiang, Yue Jiang, Wei Wang, Jing Dong, Zhenan Sun, Zhen Lei, Siwei Lyu
2022 J jnl
DetPoseNet: Improving Multi-Person Pose Estimation via Coarse-Pose Filtering.
IEEE Trans. Image Process.
Lipeng Ke, Ming-Ching Chang, Honggang Qi, Siwei Lyu
2022 J jnl
Detection of Real-time DeepFakes in Video Conferencing with Active Probing and Corneal Reflection.
CoRR
Hui Guo, Xin Wang, Siwei Lyu
2022 J jnl
Differentially Private SGDA for Minimax Problems.
CoRR
Zhenhuan Yang, Shu Hu, Yunwen Lei, Kush R. Varshney, Siwei Lyu, Yiming Ying
2022 A conf
Differentially private SGDA for minimax problems.
UAI
Zhenhuan Yang, Shu Hu, Yunwen Lei, Kush R. Varshney, Siwei Lyu, Yiming Ying
2022 Misc conf
Eyes Tell All: Irregular Pupil Shapes Reveal GAN-Generated Faces.
ICASSP
Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu
2022 B conf
Faketracer: Exposing Deepfakes with Training Data Contamination.
ICIP
Pu Sun, Yuezun Li, Honggang Qi, Siwei Lyu
2022 B conf
Fusing Global and Local Features for Generalized AI-Synthesized Image Detection.
ICIP
Yan Ju, Shan Jia, Lipeng Ke, Hongfei Xue, Koki Nagano, Siwei Lyu
2022 J jnl
Fusing Global and Local Features for Generalized AI-Synthesized Image Detection.
CoRR
Yan Ju, Shan Jia, Lipeng Ke, Hongfei Xue, Koki Nagano, Siwei Lyu
2022 J jnl
Fusion-based Few-Shot Morphing Attack Detection and Fingerprinting.
CoRR
Na Zhang, Shan Jia, Siwei Lyu, Xin Li
2022 — ch.
Future Trends in Digital Face Manipulation and Detection.
Handbook of Digital Face Manipulation and Detection
Ruben Tolosana, Christian Rathgeb, Rubén Vera-Rodríguez, Christoph Busch, Luisa Verdoliva, Siwei Lyu, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen, Peter Rot, Klemen Grm, Vitomir Struc, Antitza Dantcheva, Zahid Akhtar, Sergio Romero-Tapiador, Julian Fiérrez, Aythami Morales, Javier Ortega-Garcia, Els Kindt, Catherine Jasserand, Tarmo Kalvet, Marek Tiits
2022 J jnl
GAN-generated Faces Detection: A Survey and New Perspectives.
CoRR
Xin Wang, Hui Guo, Shu Hu, Ming-Ching Chang, Siwei Lyu
2022 J jnl
GLFF: Global and Local Feature Fusion for Face Forgery Detection.
CoRR
Yan Ju, Shan Jia, Jialing Cai, Haiying Guan, Siwei Lyu
2022 J jnl
LandmarkGAN: Synthesizing faces from landmarks.
Pattern Recognit. Lett.
Pu Sun, Yuezun Li, Honggang Qi, Siwei Lyu
2022 J jnl
Learning a deep dual-level network for robust DeepFake detection.
Pattern Recognit.
Wenbo Pu, Jing Hu, Xin Wang, Yuezun Li, Shu Hu, Bin Zhu, Rui Song, Qi Song, Xi Wu, Siwei Lyu
2022 B conf
Model Attribution of Face-Swap Deepfake Videos.
ICIP
Shan Jia, Xin Li, Siwei Lyu
2022 J jnl
Model Attribution of Face-swap Deepfake Videos.
CoRR
Shan Jia, Xin Li, Siwei Lyu
2022 — conf
Open-Eye: An Open Platform to Study Human Performance on Identifying AI-Synthesized Faces.
MIPR
Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu
2022 J jnl
Open-Eye: An Open Platform to Study Human Performance on Identifying AI-Synthesized Faces.
CoRR
Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu
2022 — conf
PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems.
CVPR Workshops
Shu Hu, Chun-Hao Liu, Jayanta Dutta, Ming-Ching Chang, Siwei Lyu, Naveen Ramakrishnan
2022 J jnl
PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems.
CoRR
Shu Hu, Chun-Hao Liu, Jayanta Dutta, Ming-Ching Chang, Siwei Lyu, Naveen Ramakrishnan
2022 J jnl
RMBench: Benchmarking Deep Reinforcement Learning for Robotic Manipulator Control.
CoRR
Yanfei Xiang, Xin Wang, Shu Hu, Bin Zhu, Xiaomeng Huang, Xi Wu, Siwei Lyu
2022 J jnl
Rank-based Decomposable Losses in Machine Learning: A Survey.
CoRR
Shu Hu, Xin Wang, Siwei Lyu
2022 J jnl
Robust Attentive Deep Neural Network for Detecting GAN-Generated Faces.
IEEE Access
Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu
2022 J jnl
Simultaneous multi-person tracking and activity recognition based on cohesive cluster search.
Comput. Vis. Image Underst.
Wenbo Li, Yi Wei, Siwei Lyu, Ming-Ching Chang
2022 A* conf
Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration.
AAAI
Ziwei Luo, Jing Hu, Xin Wang, Shu Hu, Bin Kong, Youbing Yin, Qi Song, Xi Wu, Siwei Lyu
2022 J jnl
Sum of Ranked Range Loss for Supervised Learning.
J. Mach. Learn. Res.
Shu Hu, Yiming Ying, Xin Wang, Siwei Lyu
2022 Misc conf
Text-Image De-Contextualization Detection Using Vision-Language Models.
ICASSP
Mingzhen Huang, Shan Jia, Ming-Ching Chang, Siwei Lyu
2022 — ch.
Toward the Creation and Obstruction of DeepFakes.
Handbook of Digital Face Manipulation and Detection
Yuezun Li, Pu Sun, Honggang Qi, Siwei Lyu
2022 A* conf
Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition.
AAAI
Lipeng Ke, Kuan-Chuan Peng, Siwei Lyu
2022 J jnl
Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition.
CoRR
Lipeng Ke, Kuan-Chuan Peng, Siwei Lyu
2022 J jnl
Uncertainty Aware Multitask Pyramid Vision Transformer For UAV-Based Object Re-Identification.
CoRR
Syeda Nyma Ferdous, Xin Li, Siwei Lyu
2022 B conf
Uncertainty Aware Multitask Pyramid Vision Transformer for UAV-Based Object Re-Identification.
ICIP
Syeda Nyma Ferdous, Xin Li, Siwei Lyu
2022 Misc conf
Vocbench: A Neural Vocoder Benchmark for Speech Synthesis.
ICASSP
Ehab A. AlBadawy, Andrew Gibiansky, Qing He, Jilong Wu, Ming-Ching Chang, Siwei Lyu
2021 B conf
A Video Analytic System for Rail Crossing Point Protection.
AVSS
Guangliang Zhao, Abhineet Kumar Pandey, Ming-Ching Chang, Siwei Lyu
2021 B conf
DFGC 2021: A DeepFake Game Competition.
IJCB
Bo Peng, Hongxing Fan, Wei Wang, Jing Dong, Yuezun Li, Siwei Lyu, Qi Li, Zhenan Sun, Han Chen, Baoying Chen, Yanjie Hu, Shenghai Luo, Junrui Huang, Yutong Yao, Boyuan Liu, Hefei Ling, Guosheng Zhang, Zhiliang Xu, Changtao Miao, Changlei Lu, Shan He, Xiaoyan Wu, Wanyi Zhuang
2021 J jnl
DFGC 2021: A DeepFake Game Competition.
CoRR
Bo Peng, Hongxing Fan, Wei Wang, Jing Dong, Yuezun Li, Siwei Lyu, Qi Li, Zhenan Sun, Han Chen, Baoying Chen, Yanjie Hu, Shenghai Luo, Junrui Huang, Yutong Yao, Boyuan Liu, Hefei Ling, Guosheng Zhang, Zhiliang Xu, Changtao Miao, Changlei Lu, Shan He, Xiaoyan Wu, Wanyi Zhuang
2021 — conf
DeepFake-o-meter: An Open Platform for DeepFake Detection.
SP (Workshops)
Yuezun Li, Cong Zhang, Pu Sun, Lipeng Ke, Yan Ju, Honggang Qi, Siwei Lyu
2021 J jnl
DeepFake-o-meter: An Open Platform for DeepFake Detection.
CoRR
Yuezun Li, Cong Zhang, Pu Sun, Honggang Qi, Siwei Lyu
2021 A* conf
Detection, Tracking, and Counting Meets Drones in Crowds: A Benchmark.
CVPR
Longyin Wen, Dawei Du, Pengfei Zhu, Qinghua Hu, Qilong Wang, Liefeng Bo, Siwei Lyu
2021 J jnl
Detection, Tracking, and Counting Meets Drones in Crowds: A Benchmark.
CoRR
Longyin Wen, Dawei Du, Pengfei Zhu, Qinghua Hu, Qilong Wang, Liefeng Bo, Siwei Lyu
2021 J jnl
End-to-end multimodal image registration via reinforcement learning.
Medical Image Anal.
Jing Hu, Ziwei Luo, Xin Wang, Shanhui Sun, Youbing Yin, Kunlin Cao, Qi Song, Siwei Lyu, Xi Wu
2021 Misc conf
Exposing GAN-Generated Faces Using Inconsistent Corneal Specular Highlights.
ICASSP
Shu Hu, Yuezun Li, Siwei Lyu
2021 J jnl
Eyes Tell All: Irregular Pupil Shapes Reveal GAN-generated Faces.
CoRR
Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu
2021 B conf
Face Forgery Detection Based On Segmentation Network.
ICIP
Yingbin Zhou, Anwei Luo, Xiangui Kang, Siwei Lyu
2021 J jnl
Fast Online Video Pose Estimation by Dynamic Bayesian Modeling of Mode Transitions.
IEEE Trans. Cybern.
Ming-Ching Chang, Lipeng Ke, Honggang Qi, Longyin Wen, Siwei Lyu
2021 — conf
Fighting AI-synthesized Fake Media.
ADGD @ ACM Multimedia
Siwei Lyu
2021 B conf
FlagDetSeg: Multi-Nation Flag Detection and Segmentation in the Wild.
AVSS
Shou-Fang Wu, Ming-Ching Chang, Siwei Lyu, Cheng-Shih Wong, Abhineet Kumar Pandey, Po-Chi Su
2021 B conf
Imperceptible Adversarial Examples For Fake Image Detection.
ICIP
Quanyu Liao, Yuezun Li, Xin Wang, Bin Kong, Bin Zhu, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu
2021 J jnl
Imperceptible Adversarial Examples for Fake Image Detection.
CoRR
Quanyu Liao, Yuezun Li, Xin Wang, Bin Kong, Bin Zhu, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu
2021 A* conf
Invisible Backdoor Attack with Sample-Specific Triggers.
ICCV
Yuezun Li, Yiming Li, Baoyuan Wu, Longkang Li, Ran He, Siwei Lyu
2021 J jnl
Landmark Breaker: Obstructing DeepFake By Disturbing Landmark Extraction.
CoRR
Pu Sun, Yuezun Li, Honggang Qi, Siwei Lyu
2021 J jnl
Learnable Discrete Wavelet Pooling (LDW-Pooling) For Convolutional Networks.
CoRR
Jun-Wei Hsieh, Ming-Ching Chang, Bor-Shiun Wang, Ping-Yang Chen, Lipeng Ke, Siwei Lyu
2021 A conf
Learnable Discrete Wavelet Pooling (LDW-Pooling) for Convolutional Networks.
BMVC
Bor-Shiun Wang, Jun-Wei Hsieh, Ping-Yang Chen, Ming-Ching Chang, Lipeng Ke, Siwei Lyu
2021 A conf
Multi-Teacher Single-Student Visual Transformer with Multi-Level Attention for Face Spoofing Detection.
BMVC
Yao-Hui Huang, Jun-Wei Hsieh, Ming-Ching Chang, Lipeng Ke, Siwei Lyu, Arpita Samanta Santra
2021 B conf
NIR Iris Challenge Evaluation in Non-cooperative Environments: Segmentation and Localization.
IJCB
Caiyong Wang, Yunlong Wang, Kunbo Zhang, Jawad Muhammad, Tianhao Lu, Qi Zhang, Qichuan Tian, Zhaofeng He, Zhenan Sun, Yiwen Zhang, Tianbao Liu, Wei Yang, Dongliang Wu, Yingfeng Liu, Ruiye Zhou, HuiHai Wu, Hao Zhang, Junbao Wang, Jiayi Wang, Wantong Xiong, Xueyu Shi, Shao Zeng, Peihua Li, Haodong Sun, Jing Wang, Jiale Zhang, Qi Wang, Huijie Wu, Xinhui Zhang, Haiqing Li, Yu Chen, Liang Chen, Menghan Zhang, Ye Sun, Zhiyong Zhou, Fadi Boutros, Naser Damer, Arjan Kuijper, Juan E. Tapia, Andres Valenzuela, Christoph Busch, Gourav Gupta, Kiran B. Raja, Xi Wu, Xiaojie Li, Jingfu Yang, Hongyan Jing, Xin Wang, Bin Kong, Youbing Yin, Qi Song, Siwei Lyu, Shu Hu, Leon Premk, Matej Vitek, Vitomir Struc, Peter Peer, Jalil Nourmohammadi-Khiarak, Farhang Jaryani, Samaneh Salehi Nasab, Seyed Naeim Moafinejad, Yasin Amini, Morteza Noshad
2021 J jnl
Robust Attentive Deep Neural Network for Exposing GAN-generated Faces.
CoRR
Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu
2021 A conf
Stability and Differential Privacy of Stochastic Gradient Descent for Pairwise Learning with Non-Smooth Loss.
AISTATS
Zhenhuan Yang, Yunwen Lei, Siwei Lyu, Yiming Ying
2021 A* conf
Stochastic Actor-Executor-Critic for Image-to-Image Translation.
IJCAI
Ziwei Luo, Jing Hu, Xin Wang, Siwei Lyu, Bin Kong, Youbing Yin, Qi Song, Xi Wu
2021 J jnl
Stochastic Actor-Executor-Critic for Image-to-Image Translation.
CoRR
Ziwei Luo, Jing Hu, Xin Wang, Siwei Lyu, Bin Kong, Youbing Yin, Qi Song, Xi Wu
2021 J jnl
Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration.
CoRR
Ziwei Luo, Jing Hu, Xin Wang, Shu Hu, Bin Kong, Youbing Yin, Qi Song, Xi Wu, Siwei Lyu
2021 J jnl
Sum of Ranked Range Loss for Supervised Learning.
CoRR
Shu Hu, Yiming Ying, Xin Wang, Siwei Lyu
2021 J jnl
T
CoRR
Shu Hu, Lipeng Ke, Xin Wang, Siwei Lyu
2021 A* conf
TkML-AP: Adversarial Attacks to Top-k Multi-Label Learning.
ICCV
Shu Hu, Lipeng Ke, Xin Wang, Siwei Lyu
2021 J jnl
TransRPN: Towards the Transferable Adversarial Perturbations using Region Proposal Networks and Beyond.
Comput. Vis. Image Underst.
Yuezun Li, Ming-Ching Chang, Pu Sun, Honggang Qi, Junyu Dong, Siwei Lyu
2021 A conf
Transferable Adversarial Examples for Anchor Free Object Detection.
ICME
Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Bin Zhu, Youbing Yin, Qi Song, Xi Wu
2021 J jnl
Transferable Adversarial Examples for Anchor Free Object Detection.
CoRR
Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Bin Zhu, Youbing Yin, Qi Song, Xi Wu
2021 — conf
Understanding Linear Style Transfer Auto-Encoders.
MLSP
Ian Pradhan, Siwei Lyu
2021 J jnl
VocBench: A Neural Vocoder Benchmark for Speech Synthesis.
CoRR
Ehab A. AlBadawy, Andrew Gibiansky, Qing He, Jilong Wu, Ming-Ching Chang, Siwei Lyu
2020 A* conf
3D Single-Person Concurrent Activity Detection Using Stacked Relation Network.
AAAI
Yi Wei, Wenbo Li, Yanbo Fan, Linghan Xu, Ming-Ching Chang, Siwei Lyu
2020 J jnl
Backdoor Attack with Sample-Specific Triggers.
CoRR
Yuezun Li, Yiming Li, Baoyuan Wu, Longkang Li, Ran He, Siwei Lyu
2020 — conf
Cascade Graph Neural Networks for RGB-D Salient Object Detection.
ECCV (12)
Ao Luo, Xin Li, Fan Yang, Zhicheng Jiao, Hong Cheng, Siwei Lyu
2020 J jnl
Cascade Graph Neural Networks for RGB-D Salient Object Detection.
CoRR
Ao Luo, Xin Li, Fan Yang, Zhicheng Jiao, Hong Cheng, Siwei Lyu
2020 J jnl
Category-wise Attack: Transferable Adversarial Examples for Anchor Free Object Detection.
CoRR
Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu
2020 A* conf
Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics.
CVPR
Yuezun Li, Xin Yang, Pu Sun, Honggang Qi, Siwei Lyu
2020 J jnl
DeepFake Detection: Current Challenges and Next Steps.
CoRR
Siwei Lyu
2020 — conf
Deepfake Detection: Current Challenges and Next Steps.
ICME Workshops
Siwei Lyu
2020 J jnl
Domain Embedded Multi-model Generative Adversarial Networks for Image-based Face Inpainting.
CoRR
Xian Zhang, Xin Wang, Bin Kong, Youbing Yin, Qi Song, Siwei Lyu, Jiancheng Lv, Canghong Shi, Xiaojie Li
2020 A conf
Explainable and Efficient Sequential Correlation Network for 3D Single Person Concurrent Activity Detection.
IROS
Yi Wei, Wenbo Li, Ming-Ching Chang, Hongxia Jin, Siwei Lyu
2020 J jnl
Exposing GAN-generated Faces Using Inconsistent Corneal Specular Highlights.
CoRR
Shu Hu, Yuezun Li, Siwei Lyu
2020 B conf
Fast Local Attack: Generating Local Adversarial Examples for Object Detectors.
IJCNN
Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu
2020 J jnl
Fast Local Attack: Generating Local Adversarial Examples for Object Detectors.
CoRR
Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu
2020 B conf
Fast Portrait Segmentation With Highly Light-Weight Network.
ICIP
Yuezun Li, Ao Luo, Siwei Lyu
2020 J jnl
Groupwise Ranking Loss for Multi-Label Learning.
IEEE Access
Yanbo Fan, Baoyuan Wu, Ran He, Bao-Gang Hu, Yong Zhang, Siwei Lyu
2020 A* conf
Guided Attention Network for Object Detection and Counting on Drones.
ACM Multimedia
Yuanqiang Cai, Dawei Du, Libo Zhang, Longyin Wen, Weiqiang Wang, Yanjun Wu, Siwei Lyu
2020 — conf
Landmark Breaker: Obstructing DeepFake By Disturbing Landmark Extraction.
WIFS
Pu Sun, Yuezun Li, Honggang Qi, Siwei Lyu
2020 J jnl
LandmarkGAN: Synthesizing Faces from Landmarks.
CoRR
Pu Sun, Yuezun Li, Honggang Qi, Siwei Lyu
2020 — conf
Learning Semantic Neural Tree for Human Parsing.
ECCV (13)
Ruyi Ji, Dawei Du, Libo Zhang, Longyin Wen, Yanjun Wu, Chen Zhao, Feiyue Huang, Siwei Lyu
2020 A* conf
Learning by Minimizing the Sum of Ranked Range.
NeurIPS
Shu Hu, Yiming Ying, Xin Wang, Siwei Lyu
2020 J jnl
Learning by Minimizing the Sum of Ranked Range.
CoRR
Shu Hu, Yiming Ying, Xin Wang, Siwei Lyu
2020 — conf
MagGAN: High-Resolution Face Attribute Editing with Mask-Guided Generative Adversarial Network.
ACCV (4)
Yi Wei, Zhe Gan, Wenbo Li, Siwei Lyu, Ming-Ching Chang, Lei Zhang, Jianfeng Gao, Pengchuan Zhang
2020 J jnl
MagGAN: High-Resolution Face Attribute Editing with Mask-Guided Generative Adversarial Network.
CoRR
Yi Wei, Zhe Gan, Wenbo Li, Siwei Lyu, Ming-Ching Chang, Lei Zhang, Jianfeng Gao, Pengchuan Zhang
2020 J jnl
UA-DETRAC: A new benchmark and protocol for multi-object detection and tracking.
Comput. Vis. Image Underst.
Longyin Wen, Dawei Du, Zhaowei Cai, Zhen Lei, Ming-Ching Chang, Honggang Qi, Jongwoo Lim, Ming-Hsuan Yang, Siwei Lyu
2020 A conf
Voice Conversion Using Speech-to-Speech Neuro-Style Transfer.
INTERSPEECH
Ehab A. AlBadawy, Siwei Lyu
2019 — conf
A Multi-modality Network for Cardiomyopathy Death Risk Prediction with CMR Images and Clinical Information.
MICCAI (2)
Chaoyang Xia, Xiaojie Li, Xin Wang, Bin Kong, Yucheng Chen, Youbing Yin, Kunlin Cao, Qi Song, Siwei Lyu, Xi Wu
2019 J jnl
Attention-driven Tree-structured Convolutional LSTM for High Dimensional Data Understanding.
CoRR
Bin Kong, Xin Wang, Junjie Bai, Yi Lu, Feng Gao, Kunlin Cao, Qi Song, Shaoting Zhang, Siwei Lyu, Youbing Yin
2019 J jnl
Celeb-DF: A New Dataset for DeepFake Forensics.
CoRR
Yuezun Li, Xin Yang, Pu Sun, Honggang Qi, Siwei Lyu
2019 A* conf
Data Priming Network for Automatic Check-Out.
ACM Multimedia
Congcong Li, Dawei Du, Libo Zhang, Tiejian Luo, Yanjun Wu, Qi Tian, Longyin Wen, Siwei Lyu
2019 J jnl
Data Priming Network for Automatic Check-Out.
CoRR
Congcong Li, Dawei Du, Libo Zhang, Tiejian Luo, Yanjun Wu, Qi Tian, Longyin Wen, Siwei Lyu
2019 C conf
De-identification Without Losing Faces.
IH&MMSec
Yuezun Li, Siwei Lyu
2019 J jnl
De-identification without losing faces.
CoRR
Yuezun Li, Siwei Lyu
2019 J jnl
Deep Constrained Low-Rank Subspace Learning for Multi-View Semi-Supervised Classification.
IEEE Signal Process. Lett.
Zhe Xue, Junping Du, Dawei Du, Guorong Li, Qingming Huang, Siwei Lyu
2019 A* conf
Deep Correlated Predictive Subspace Learning for Incomplete Multi-View Semi-Supervised Classification.
IJCAI
Zhe Xue, Junping Du, Dawei Du, Wenqi Ren, Siwei Lyu
2019 J jnl
Deep low-rank subspace ensemble for multi-view clustering.
Inf. Sci.
Zhe Xue, Junping Du, Dawei Du, Siwei Lyu
2019 — conf
Detecting AI-Synthesized Speech Using Bispectral Analysis.
CVPR Workshops
Ehab A. AlBadawy, Siwei Lyu, Hany Farid
2019 J jnl
Drone-based Joint Density Map Estimation, Localization and Tracking with Space-Time Multi-Scale Attention Network.
CoRR
Longyin Wen, Dawei Du, Pengfei Zhu, Qinghua Hu, Qilong Wang, Liefeng Bo, Siwei Lyu
2019 Misc conf
Dual-stream CNN for Structured Time Series Classification.
ICASSP
Shuchen Weng, Wenbo Li, Yi Zhang, Siwei Lyu
2019 J jnl
Efficient algorithms for graph regularized PLSA for probabilistic topic modeling.
Pattern Recognit.
Xin Wang, Ming-Ching Chang, Lan Wang, Siwei Lyu
2019 A conf
Exploring the Vulnerability of Single Shot Module in Object Detectors via Imperceptible Background Patches.
BMVC
Yuezun Li, Xiao Bian, Ming-Ching Chang, Siwei Lyu
2019 Misc conf
Exposing Deep Fakes Using Inconsistent Head Poses.
ICASSP
Xin Yang, Yuezun Li, Siwei Lyu
2019 — conf
Exposing DeepFake Videos By Detecting Face Warping Artifacts.
CVPR Workshops
Yuezun Li, Siwei Lyu
2019 C conf
Exposing GAN-synthesized Faces Using Landmark Locations.
IH&MMSec
Xin Yang, Yuezun Li, Honggang Qi, Siwei Lyu
2019 J jnl
Exposing GAN-synthesized Faces Using Landmark Locations.
CoRR
Xin Yang, Yuezun Li, Honggang Qi, Siwei Lyu
2019 J jnl
Fast Portrait Segmentation with extremely light-weight network.
CoRR
Yuezun Li, Ao Luo, Siwei Lyu
2019 B conf
Graph-to-Graph Energy Minimization for Video Object Segmentation.
AVSS
Yuezun Li, Longyin Wen, Ming-Ching Chang, Siwei Lyu
2019 J jnl
Guided Attention Network for Object Detection and Counting on Drones.
CoRR
Yuanqiang Cai, Dawei Du, Libo Zhang, Longyin Wen, Weiqiang Wang, Yanjun Wu, Siwei Lyu
2019 J jnl
Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations.
CoRR
Yuezun Li, Xin Yang, Baoyuan Wu, Siwei Lyu
2019 A* conf
Learning Non-Uniform Hypergraph for Multi-Object Tracking.
AAAI
Longyin Wen, Dawei Du, Shengkun Li, Xiao Bian, Siwei Lyu
2019 J jnl
Learning Semantic Neural Tree for Human Parsing.
CoRR
Ruyi Ji, Dawei Du, Libo Zhang, Longyin Wen, Yanjun Wu, Chen Zhao, Feiyue Huang, Siwei Lyu
2019 A* conf
Object-Driven Text-To-Image Synthesis via Adversarial Training.
CVPR
Wenbo Li, Pengchuan Zhang, Lei Zhang, Qiuyuan Huang, Xiaodong He, Siwei Lyu, Jianfeng Gao
2019 J jnl
Object-driven Text-to-Image Synthesis via Adversarial Training.
CoRR
Wenbo Li, Pengchuan Zhang, Lei Zhang, Qiuyuan Huang, Xiaodong He, Siwei Lyu, Jianfeng Gao
2019 C ed.
Proceedings of the ACM Workshop on Information Hiding and Multimedia Security, IH&MMSec 2019, Paris, France, July 3-5, 2019.
IH&MMSec
Rémi Cogranne, Luisa Verdoliva, Siwei Lyu, Juan Ramón Troncoso-Pastoriza, Xinpeng Zhang
2019 — conf
Residual Attention Based Network for Hand Bone Age Assessment.
ISBI
Eric Wu, Bin Kong, Xin Wang, Junjie Bai, Yi Lu, Feng Gao, Shaoting Zhang, Kunlin Cao, Qi Song, Siwei Lyu, Youbing Yin
2019 J jnl
Residual Attention based Network for Hand Bone Age Assessment.
CoRR
Eric Wu, Bin Kong, Xin Wang, Junjie Bai, Yi Lu, Feng Gao, Shaoting Zhang, Kunlin Cao, Qi Song, Siwei Lyu, Youbing Yin
2019 A* conf
Scale Invariant Fully Convolutional Network: Detecting Hands Efficiently.
AAAI
Dan Liu, Dawei Du, Libo Zhang, Tiejian Luo, Yanjun Wu, Feiyue Huang, Siwei Lyu
2019 J jnl
Scale Invariant Fully Convolutional Network: Detecting Hands Efficiently.
CoRR
Dan Liu, Dawei Du, Libo Zhang, Tiejian Luo, Yanjun Wu, Feiyue Huang, Siwei Lyu
2019 J jnl
Single-Shot Scale-Aware Network for Real-Time Face Detection.
Int. J. Comput. Vis.
Shifeng Zhang, Longyin Wen, Hailin Shi, Zhen Lei, Siwei Lyu, Stan Z. Li
2019 J jnl
Stochastic AUC Optimization Algorithms With Linear Convergence.
Frontiers Appl. Math. Stat.
Michael Natole, Yiming Ying, Siwei Lyu
2019 — conf
The 2019 AI City Challenge.
CVPR Workshops
Milind Naphade, Zheng Tang, Ming-Ching Chang, David C. Anastasiu, Anuj Sharma, Rama Chellappa, Shuo Wang, Pranamesh Chakraborty, Tingting Huang, Jenq-Neng Hwang, Siwei Lyu
2018 A conf
A Univariate Bound of Area Under ROC.
UAI
Siwei Lyu, Yiming Ying
2018 J jnl
A Univariate Bound of Area Under ROC.
CoRR
Siwei Lyu
2018 J jnl
Attacking Object Detectors via Imperceptible Patches on Background.
CoRR
Yuezun Li, Xian Bian, Siwei Lyu
2018 J jnl
Contrast Enhancement Estimation for Digital Image Forensics.
ACM Trans. Multim. Comput. Commun. Appl.
Longyin Wen, Honggang Qi, Siwei Lyu
2018 J jnl
Countering JPEG anti-forensics based on noise level estimation.
Sci. China Inf. Sci.
Hui Zeng, Jingjing Yu, Xiangui Kang, Siwei Lyu
2018 A conf
Efficient State Estimation with Constrained Rao-Blackwellized Particle Filter.
IROS
Shuai Li, Siwei Lyu, Jeff Trinkle
2018 — conf
Evolvement Constrained Adversarial Learning for Video Style Transfer.
ACCV (1)
Wenbo Li, Longyin Wen, Xiao Bian, Siwei Lyu
2018 J jnl
Evolvement Constrained Adversarial Learning for Video Style Transfer.
CoRR
Wenbo Li, Longyin Wen, Xiao Bian, Siwei Lyu
2018 B conf
Explain Black-box Image Classifications Using Superpixel-based Interpretation.
ICPR
Yi Wei, Ming-Ching Chang, Yiming Ying, Ser Nam Lim, Siwei Lyu
2018 J jnl
Exposing Deep Fakes Using Inconsistent Head Poses.
CoRR
Xin Yang, Yuezun Li, Siwei Lyu
2018 J jnl
Exposing DeepFake Videos By Detecting Face Warping Artifacts.
CoRR
Yuezun Li, Siwei Lyu
2018 B conf
Global Contrast Enhancement Detection via Deep Multi-Path Network.
ICPR
Cong Zhang, Dawei Du, Lipeng Ke, Honggang Qi, Siwei Lyu
2018 — conf
In Ictu Oculi: Exposing AI Created Fake Videos by Detecting Eye Blinking.
WIFS
Yuezun Li, Ming-Ching Chang, Siwei Lyu
2018 J jnl
In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking.
CoRR
Yuezun Li, Ming-Ching Chang, Siwei Lyu
2018 J jnl
Iterative Graph Seeking for Object Tracking.
IEEE Trans. Image Process.
Dawei Du, Longyin Wen, Honggang Qi, Qingming Huang, Qi Tian, Siwei Lyu
2018 J jnl
Learning Non-Uniform Hypergraph for Multi-Object Tracking.
CoRR
Longyin Wen, Dawei Du, Shengkun Li, Xiao Bian, Siwei Lyu
2018 — conf
Multi-Scale Structure-Aware Network for Human Pose Estimation.
ECCV (2)
Lipeng Ke, Ming-Ching Chang, Honggang Qi, Siwei Lyu
2018 J jnl
Multi-Scale Structure-Aware Network for Human Pose Estimation.
CoRR
Lipeng Ke, Ming-Ching Chang, Honggang Qi, Siwei Lyu
2018 B conf
Multi-Scale Supervised Network for Human Pose Estimation.
ICIP
Lipeng Ke, Honggang Qi, Ming-Ching Chang, Siwei Lyu
2018 J jnl
Multi-Scale Supervised Network for Human Pose Estimation.
CoRR
Lipeng Ke, Ming-Ching Chang, Honggang Qi, Siwei Lyu
2018 J jnl
Multi-label Learning with Missing Labels Using Mixed Dependency Graphs.
Int. J. Comput. Vis.
Baoyuan Wu, Fan Jia, Wei Liu, Bernard Ghanem, Siwei Lyu
2018 J jnl
Multi-label Learning with Missing Labels using Mixed Dependency Graphs.
CoRR
Baoyuan Wu, Fan Jia, Wei Liu, Bernard Ghanem, Siwei Lyu
2018 B conf
Pixel Offset Regression (POR) for Single-shot Instance Segmentation.
AVSS
Yuezun Li, Xiao Bian, Ming-Ching Chang, Longyin Wen, Siwei Lyu
2018 A conf
Robust Adversarial Perturbation on Deep Proposal-based Models.
BMVC
Yuezun Li, Daniel Tian, Ming-Ching Chang, Xiao Bian, Siwei Lyu
2018 J jnl
Robust Adversarial Perturbation on Deep Proposal-based Models.
CoRR
Yuezun Li, Daniel Tian, Ming-Ching Chang, Xiao Bian, Siwei Lyu
2018 J jnl
STS Classification with Dual-stream CNN.
CoRR
Shuchen Weng, Wenbo Li, Yi Zhang, Siwei Lyu
2018 A* conf
Stochastic Proximal Algorithms for AUC Maximization.
ICML
Michael Natole, Yiming Ying, Siwei Lyu
2018 A* conf
Tagging Like Humans: Diverse and Distinct Image Annotation.
CVPR
Baoyuan Wu, Weidong Chen, Peng Sun, Wei Liu, Bernard Ghanem, Siwei Lyu
2018 J jnl
Tagging like Humans: Diverse and Distinct Image Annotation.
CoRR
Baoyuan Wu, Weidong Chen, Peng Sun, Wei Liu, Bernard Ghanem, Siwei Lyu
2018 — conf
The 2018 NVIDIA AI City Challenge.
CVPR Workshops
Milind Naphade, Ming-Ching Chang, Anuj Sharma, David C. Anastasiu, Vamsi Jagarlamudi, Pranamesh Chakraborty, Tingting Huang, Shuo Wang, Ming-Yu Liu, Rama Chellappa, Jenq-Neng Hwang, Siwei Lyu
2018 B conf
UA-DETRAC 2018: Report of AVSS2018 & IWT4S Challenge on Advanced Traffic Monitoring.
AVSS
Siwei Lyu, Ming-Ching Chang, Dawei Du, Wenbo Li, Yi Wei, Marco Del Coco, Pierluigi Carcagnì, Arne Schumann, Bharti Munjal, Dinh-Quoc-Trung Dang, Doo-Hyun Choi, Erik Bochinski, Fabio Galasso, Filiz Bunyak, Guna Seetharaman, Jang-Woon Baek, Jong Taek Lee, Kannappan Palaniappan, Kil-Taek Lim, Kiyoung Moon, Kwang-Ju Kim, Lars Sommer, Meltem Brandlmaier, Minsung Kang, Moongu Jeon, Noor M. Al-Shakarji, Oliver Acatay, Pyong-Kun Kim, Sikandar Amin, Thomas Sikora, Tien Ba Dinh, Tobias Senst, Vu-Gia-Hy Che, Young-Chul Lim, Young-min Song, Yun-Su Chung
2018 — conf
Video Analytics in Smart Transportation for the AIC'18 Challenge.
CVPR Workshops
Ming-Ching Chang, Yi Wei, Nenghui Song, Siwei Lyu
2018 J jnl
Who did What at Where and When: Simultaneous Multi-Person Tracking and Activity Recognition.
CoRR
Wenbo Li, Ming-Ching Chang, Siwei Lyu
2017 A* conf
Adaptive RNN Tree for Large-Scale Human Action Recognition.
ICCV
Wenbo Li, Longyin Wen, Ming-Ching Chang, Ser Nam Lim, Siwei Lyu
2017 J jnl
Contrast Enhancement Estimation for Digital Image Forensics.
CoRR
Longyin Wen, Honggang Qi, Siwei Lyu
2017 J jnl
Geometric Hypergraph Learning for Visual Tracking.
IEEE Trans. Cybern.
Dawei Du, Honggang Qi, Longyin Wen, Qi Tian, Qingming Huang, Siwei Lyu
2017 B conf
Hybrid structure hypergraph for online deformable object tracking.
ICIP
Shengkun Li, Dawei Du, Longyin Wen, Ming-Ching Chang, Siwei Lyu
2017 B conf
LSTM with working memory.
IJCNN
Andrew Pulver, Siwei Lyu
2017 — conf
Learning with Average Top-k Loss.
NIPS
Yanbo Fan, Siwei Lyu, Yiming Ying, Bao-Gang Hu
2017 J jnl
Learning with Average Top-k Loss.
CoRR
Yanbo Fan, Siwei Lyu, Yiming Ying, Bao-Gang Hu
2017 J jnl
Multi-Camera Multi-Target Tracking with Space-Time-View Hyper-graph.
Int. J. Comput. Vis.
Longyin Wen, Zhen Lei, Ming-Ching Chang, Honggang Qi, Siwei Lyu
2017 J jnl
Robust Localized Multi-view Subspace Clustering.
CoRR
Yanbo Fan, Jian Liang, Ran He, Bao-Gang Hu, Siwei Lyu
2017 — conf
Street object detection / tracking for AI city traffic analysis.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Yi Wei, Nenghui Song, Lipeng Ke, Ming-Ching Chang, Siwei Lyu
2017 — conf
The NVIDIA AI City Challenge.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Milind Naphade, David C. Anastasiu, Anuj Sharma, Vamsi Jagrlamudi, Hyeran Jeon, Kaikai Liu, Ming-Ching Chang, Siwei Lyu, Jerry Zeyu Gao
2017 — conf
The Visual Object Tracking VOT2017 Challenge Results.
ICCV Workshops
Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin Zajc, Tomas Vojir, Gustav Häger, Alan Lukezic, Abdelrahman Eldesokey, Gustavo Fernández, Álvaro García-Martín, Andrej Muhic, Alfredo Petrosino, Alireza Memarmoghadam, Andrea Vedaldi, Antoine Manzanera, Antoine Tran, A. Aydin Alatan, Bogdan Mocanu, Boyu Chen, Chang Huang, Changsheng Xu, Chong Sun, Dalong Du, David Zhang, Dawei Du, Deepak Mishra, Erhan Gundogdu, Erik Velasco-Salido, Fahad Shahbaz Khan, Francesco Battistone, Gorthi R. K. Sai Subrahmanyam, Goutam Bhat, Guan Huang, Guilherme Sousa Bastos, Guna Seetharaman, Hongliang Zhang, Houqiang Li, Huchuan Lu, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jana Noskova, Jianke Zhu, Jin Gao, Jingyu Liu, Ji-Wan Kim, João F. Henriques, José M. Martínez, Junfei Zhuang, Junliang Xing, Junyu Gao, Kai Chen, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Kris M. Kitani, Lei Zhang, Lijun Wang, Lingxiao Yang, Longyin Wen, Luca Bertinetto, Mahdieh Poostchi, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Ming-Hsuan Yang, Nianhao Xie, Ning Wang, Ondrej Miksik, Payman Moallem, Pallavi M. Venugopal, Pedro Senna, Philip H. S. Torr, Qiang Wang, Qifeng Yu, Qingming Huang, Rafael Martin Nieto, Richard Bowden, Risheng Liu, Ruxandra Tapu, Simon Hadfield, Siwei Lyu, Stuart Golodetz, Sunglok Choi, Tianzhu Zhang, Titus Zaharia, Vincenzo Santopietro, Wei Zou, Weiming Hu, Wenbing Tao, Wenbo Li, Wengang Zhou, Xianguo Yu, Xiao Bian, Yang Li, Yifan Xing, Yingruo Fan, Zheng Zhu, Zhipeng Zhang, Zhiqun He
2017 B conf
UA-DETRAC 2017: Report of AVSS2017 & IWT4S Challenge on Advanced Traffic Monitoring.
AVSS
Siwei Lyu, Ming-Ching Chang, Dawei Du, Longyin Wen, Honggang Qi, Yuezun Li, Yi Wei, Lipeng Ke, Tao Hu, Marco Del Coco, Pierluigi Carcagnì, Dmitriy Anisimov, Erik Bochinski, Fabio Galasso, Filiz Bunyak, Guang Han, Hao Ye, Hong Wang, Kannappan Palaniappan, Koray Ozcan, Li Wang, Liang Wang, Martin Lauer, Nattachai Watcharapinchai, Nenghui Song, Noor M. Al-Shakarji, Shuo Wang, Sikandar Amin, Sitapa Rujikietgumjorn, Tatiana Khanova, Thomas Sikora, Tino Kutschbach, Volker Eiselein, Wei Tian, Xiangyang Xue, Xiaoyi Yu, Yao Lu, Yingbin Zheng, Yongzhen Huang, Yuqi Zhang
2017 A* conf
Unsupervised Learning of Multi-Level Descriptors for Person Re-Identification.
AAAI
Yang Yang, Longyin Wen, Siwei Lyu, Stan Z. Li
2016 A* conf
Co-Regularized PLSA for Multi-Modal Learning.
AAAI
Xin Wang, Ming-Ching Chang, Yiming Ying, Siwei Lyu
2016 A* conf
Constrained Submodular Minimization for Missing Labels and Class Imbalance in Multi-label Learning.
AAAI
Baoyuan Wu, Siwei Lyu, Bernard Ghanem
2016 B conf
Efficient large-scale photometric reconstruction using Divide-Recon-Fuse 3D Structure from Motion.
AVSS
Yueming Yang, Ming-Ching Chang, Longyin Wen, Peter H. Tu, Honggang Qi, Siwei Lyu
2016 J jnl
Exploiting Hierarchical Dense Structures on Hypergraphs for Multi-Object Tracking.
IEEE Trans. Pattern Anal. Mach. Intell.
Longyin Wen, Zhen Lei, Siwei Lyu, Stan Z. Li, Ming-Hsuan Yang
2016 A conf
Fast Convergence of Online Pairwise Learning Algorithms.
AISTATS
Martin Boissier, Siwei Lyu, Yiming Ying, Ding-Xuan Zhou
2016 J jnl
Geometric Hypergraph Learning for Visual Tracking.
CoRR
Dawei Du, Honggang Qi, Longyin Wen, Qi Tian, Qingming Huang, Siwei Lyu
2016 J jnl
LSTM with Working Memory.
CoRR
Andrew Pulver, Siwei Lyu
2016 J jnl
Measuring and Predicting Visual Importance of Similar Objects.
IEEE Trans. Vis. Comput. Graph.
Yan Kong, Weiming Dong, Xing Mei, Chongyang Ma, Tong-Yee Lee, Siwei Lyu, Feiyue Huang, Xiaopeng Zhang
2016 J jnl
Online Deformable Object Tracking Based on Structure-Aware Hyper-Graph.
IEEE Trans. Image Process.
Dawei Du, Honggang Qi, Wenbo Li, Longyin Wen, Qingming Huang, Siwei Lyu
2016 — conf
Stochastic Online AUC Maximization.
NIPS
Yiming Ying, Longyin Wen, Siwei Lyu
2016 — conf
The Thermal Infrared Visual Object Tracking VOT-TIR2016 Challenge Results.
ECCV Workshops (2)
Michael Felsberg, Matej Kristan, Jiri Matas, Ales Leonardis, Roman P. Pflugfelder, Gustav Häger, Amanda Berg, Abdelrahman Eldesokey, Jörgen Ahlberg, Luka Cehovin, Tomás Vojír, Alan Lukezic, Gustavo Fernández, Alfredo Petrosino, Álvaro García-Martín, Andrés Solís Montero, Anton Varfolomieiev, Aykut Erdem, Bohyung Han, Chang-Ming Chang, Dawei Du, Erkut Erdem, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak, Francesco Battistone, Gao Zhu, Guna Seetharaman, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Hyeonseob Nam, Jack Valmadre, Jianke Zhu, Jiayi Feng, Jochen Lang, José M. Martínez, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Longyin Wen, Luca Bertinetto, Mahdieh Poostchi, Mario Edoardo Maresca, Martin Danelljan, Michael Arens, Ming Tang, Mooyeol Baek, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Philip H. S. Torr, Qingming Huang, Rafael Martin Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganière, Sebastian Bernd Krah, Shengkun Li, Shizeng Yao, Simon Hadfield, Siwei Lyu, Stefan Becker, Stuart Golodetz, Tao Hu, Thomas Mauthner, Vincenzo Santopietro, Wenbo Li, Wolfgang Hübner, Xin Li, Yang Li, Zhan Xu, Zhenyu He
2016 — conf
The Visual Object Tracking VOT2016 Challenge Results.
ECCV Workshops (2)
Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin, Tomás Vojír, Gustav Häger, Alan Lukezic, Gustavo Fernández, Abhinav Gupta, Alfredo Petrosino, Alireza Memarmoghadam, Álvaro García-Martín, Andrés Solís Montero, Andrea Vedaldi, Andreas Robinson, Andy Jinhua Ma, Anton Varfolomieiev, A. Aydin Alatan, Aykut Erdem, Bernard Ghanem, Bin Liu, Bohyung Han, Brais Martínez, Chang-Ming Chang, Changsheng Xu, Chong Sun, Daijin Kim, Dapeng Chen, Dawei Du, Deepak Mishra, Dit-Yan Yeung, Erhan Gundogdu, Erkut Erdem, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak, Francesco Battistone, Gao Zhu, Giorgio Roffo, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Guna Seetharaman, Henry Medeiros, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Huchuan Lu, Hyemin Lee, Hyeonseob Nam, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jianke Zhu, Jiayi Feng, Jin Gao, Jin Young Choi, Jingjing Xiao, Ji-Wan Kim, Jiyeoup Jeong, João F. Henriques, Jochen Lang, Jongwon Choi, José M. Martínez, Junliang Xing, Junyu Gao, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Lei Qin, Lijun Wang, Longyin Wen, Luca Bertinetto, Madan Kumar Rapuru, Mahdieh Poostchi, Mario Edoardo Maresca, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Michael Arens, Michel F. Valstar, Ming Tang, Mooyeol Baek, Muhammad Haris Khan, Naiyan Wang, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Payman Moallem, Pedro Senna, Philip H. S. Torr, Pong C. Yuen, Qingming Huang, Rafael Martin Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganière, Rustam Stolkin, Ryan Walsh, Sebastian Bernd Krah, Shengkun Li, Shengping Zhang, Shizeng Yao, Simon Hadfield, Simone Melzi, Siwei Lyu, Siyi Li, Stefan Becker, Stuart Golodetz, Sumithra Kakanuru, Sunglok Choi, Tao Hu, Thomas Mauthner, Tianzhu Zhang, Tony P. Pridmore, Vincenzo Santopietro, Weiming Hu, Wenbo Li, Wolfgang Hübner, Xiangyuan Lan, Xiaomeng Wang, Xin Li, Yang Li, Yiannis Demiris, Yifan Wang, Yuankai Qi, Zejian Yuan, Zexiong Cai, Zhan Xu, Zhenyu He, Zhizhen Chi
2015 A conf
A comparative study of contact models for contact-aware state estimation.
IROS
Shuai Li, Siwei Lyu, Jeff Trinkle, Wolfram Burgard
2015 C conf
Better together: Fusing visual saliency methods for retrieving perceptually-similar images.
ICCE
Amanda S. Danko, Siwei Lyu
2015 A* conf
Category-Blind Human Action Recognition: A Practical Recognition System.
ICCV
Wenbo Li, Longyin Wen, Mooi Choo Chuah, Siwei Lyu
2015 J jnl
DETRAC: A New Benchmark and Protocol for Multi-Object Tracking.
CoRR
Longyin Wen, Dawei Du, Zhaowei Cai, Zhen Lei, Ming-Ching Chang, Honggang Qi, Jongwoo Lim, Ming-Hsuan Yang, Siwei Lyu
2015 A conf
Fast Online Upper Body Pose Estimation from Video.
BMVC
Ming-Ching Chang, Honggang Qi, Xin Wang, Hong Cheng, Siwei Lyu
2015 — conf
Fused methods for visual saliency estimation.
Image Processing: Machine Vision Applications
Amanda S. Danko, Siwei Lyu
2015 A* conf
Improving Image Restoration with Soft-Rounding.
ICCV
Xing Mei, Honggang Qi, Bao-Gang Hu, Siwei Lyu
2015 J jnl
Improving Image Restoration with Soft-Rounding.
CoRR
Xing Mei, Honggang Qi, Bao-Gang Hu, Siwei Lyu
2015 A* conf
ML-MG: Multi-label Learning with Missing Labels Using a Mixed Graph.
ICCV
Baoyuan Wu, Siwei Lyu, Bernard Ghanem
2015 B conf
Modeling transition patterns between events for temporal human action segmentation and classification.
FG
Yelin Kim, Jixu Chen, Ming-Ching Chang, Xin Wang, Emily Mower Provost, Siwei Lyu
2015 J jnl
Multi-label learning with missing labels for image annotation and facial action unit recognition.
Pattern Recognit.
Baoyuan Wu, Siwei Lyu, Bao-Gang Hu, Qiang Ji
2015 B conf
Seeing as it happens: Real time 3D video event visualization.
ICIP
Yueming Yang, Ming-Ching Chang, Peter H. Tu, Siwei Lyu
2015 A* conf
State estimation for dynamic systems with intermittent contact.
ICRA
Shuai Li, Siwei Lyu, Jeff Trinkle
2015 A* conf
UniHIST: A unified framework for image restoration with marginal histogram constraints.
CVPR
Xing Mei, Weiming Dong, Bao-Gang Hu, Siwei Lyu
2014 — conf
Analyzing Online Knowledge-Building Discourse Using Probabilistic Topic Models.
ICLS
Weiyi Sun, Jianwei Zhang, Hui Jin, Siwei Lyu
2014 B conf
Blind estimation of pixel brightness transform.
ICIP
Xing Zhang, Siwei Lyu
2014 J jnl
Exposing Region Splicing Forgeries with Blind Local Noise Estimation.
Int. J. Comput. Vis.
Siwei Lyu, Xunyu Pan, Xing Zhang
2014 B conf
Non-blind image restoration with symmetric generalized Pareto priors.
ICIP
Xing Mei, Bao-Gang Hu, Siwei Lyu
2014 A* conf
Using Projection Kurtosis Concentration of Natural Images for Blind Noise Covariance Matrix Estimation.
CVPR
Xing Zhang, Siwei Lyu
2014 C conf
Variational EM Learning of DSBNs with Conditional Deep Boltzmann Machines.
ICANN
Xing Zhang, Siwei Lyu
2013 A* conf
A dynamic Bayesian approach to real-time estimation and filtering in grasp acquisition.
ICRA
Li Zhang, Siwei Lyu, Jeff Trinkle
2013 — conf
An upper-bound on second-order dependency.
ChinaSIP
Siwei Lyu
2013 — conf
Bayesian supervised learning with non-Gaussian latent variables.
ChinaSIP
Siwei Lyu
2013 A* conf
Deep Feature Learning Using Target Priors with Applications in ECoG Signal Decoding for BCI.
IJCAI
Zuoguan Wang, Siwei Lyu, Gerwin Schalk, Qiang Ji
2013 — conf
On Algorithms for Sparse Multi-factor NMF.
NIPS
Siwei Lyu, Xin Wang
2013 A* conf
Simultaneous Clustering and Tracklet Linking for Multi-face Tracking in Videos.
ICCV
Baoyuan Wu, Siwei Lyu, Bao-Gang Hu, Qiang Ji
2012 B conf
Blind local noise estimation for medical images reconstructed from rapid acquisition.
Image Processing
Xunyu Pan, Xing Zhang, Siwei Lyu
2012 — conf
Boosting with Side Information.
ACCV (1)
Jixu Chen, Xiaoming Liu, Siwei Lyu
2012 Misc conf
Detecting splicing in digital audios using local noise level estimation.
ICASSP
Xunyu Pan, Xing Zhang, Siwei Lyu
2012 B conf
Exposing image splicing with inconsistent local noise variances.
ICCP
Xunyu Pan, Xing Zhang, Siwei Lyu
2012 J jnl
Interpretation and Generalization of Score Matching
CoRR
Siwei Lyu
2012 — conf
Learning with Target Prior.
NIPS
Zuoguan Wang, Siwei Lyu, Gerwin Schalk, Qiang Ji
2011 J jnl
Dependency Reduction with Divisive Normalization: Justification and Effectiveness.
Neural Comput.
Siwei Lyu
2011 — conf
Exposing image forgery with blind noise estimation.
MM&Sec
Xunyu Pan, Xing Zhang, Siwei Lyu
2011 — conf
Unifying Non-Maximum Likelihood Learning Objectives with Minimum KL Contraction.
NIPS
Siwei Lyu
2010 Misc conf
Detecting image region duplication using SIFT features.
ICASSP
Xunyu Pan, Siwei Lyu
2010 — conf
Divisive Normalization: Justification and Effectiveness as Efficient Coding Transform.
NIPS
Siwei Lyu
2010 — conf
Estimating vignetting function from a single image for image authentication.
MM&Sec
Siwei Lyu
2010 Misc conf
Nonnegative matrix factorization with matrix exponentiation.
ICASSP
Siwei Lyu
2010 J jnl
Region Duplication Detection Using Image Feature Matching.
IEEE Trans. Inf. Forensics Secur.
Xunyu Pan, Siwei Lyu
2009 A* conf
An implicit Markov random field model for the multi-scale oriented representations of natural images.
CVPR
Siwei Lyu
2009 A conf
Interpretation and Generalization of Score Matching.
UAI
Siwei Lyu
2009 J jnl
Modeling Multiscale Subbands of Photographic Images with Fields of Gaussian Scale Mixtures.
IEEE Trans. Pattern Anal. Mach. Intell.
Siwei Lyu, Eero P. Simoncelli
2009 J jnl
Nonlinear Extraction of Independent Components of Natural Images Using Radial Gaussianization.
Neural Comput.
Siwei Lyu, Eero P. Simoncelli
2008 — —
Natural image statistics in digital image forensics.
Siwei Lyu
2008 A* conf
Nonlinear image representation using divisive normalization.
CVPR
Siwei Lyu, Eero P. Simoncelli
2008 — conf
Reducing statistical dependencies in natural signals using radial Gaussianization.
NIPS
Siwei Lyu, Eero P. Simoncelli
2007 — conf
Statistically and perceptually motivated nonlinear image representation.
Human Vision and Electronic Imaging
Siwei Lyu, Eero P. Simoncelli
2006 — conf
Statistical Modeling of Images with Fields of Gaussian Scale Mixtures.
NIPS
Siwei Lyu, Eero P. Simoncelli
2006 J jnl
Steganalysis using higher-order image statistics.
IEEE Trans. Inf. Forensics Secur.
Siwei Lyu, Hany Farid
2005 — conf
A Kernel Between Unordered Sets of Data: The Gaussian Mixture Approach.
ECML
Siwei Lyu
2005 A* conf
Automatic image orientation determination with natural image statistics.
ACM Multimedia
Siwei Lyu
2005 J jnl
How realistic is photorealistic?
IEEE Trans. Signal Process.
Siwei Lyu, Hany Farid
2005 — conf
Infomax Boosting.
CVPR (1)
Siwei Lyu
2005 — conf
Mercer Kernels for Object Recognition with Local Features.
CVPR (2)
Siwei Lyu
2005 — conf
Steganalysis of recorded speech.
Security, Steganography, and Watermarking of Multimedia Contents
Micah K. Johnson, Siwei Lyu, Hany Farid
2004 J jnl
A digital technique for art authentication.
Proc. Natl. Acad. Sci. USA
Siwei Lyu, Daniel N. Rockmore, Hany Farid
2004 — conf
Steganalysis using color wavelet statistics and one-class support vector machines.
Security, Steganography, and Watermarking of Multimedia Contents
Siwei Lyu, Hany Farid
2003 — conf
Higher-order Wavelet Statistics and their Application to Digital Forensics.
CVPR Workshops
Hany Farid, Siwei Lyu
2002 — conf
Detecting Hidden Messages Using Higher-Order Statistics and Support Vector Machines.
Information Hiding
Siwei Lyu, Hany Farid