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2020 – today
- 2024
[j46]Yuezun Li
, Cong Zhang, Honggang Qi, Siwei Lyu:
AdaNI: Adaptive Noise Injection to improve adversarial robustness. Comput. Vis. Image Underst. 238: 103855 (2024)- [j45]Yuezun Li, Pu Sun, Honggang Qi, Siwei Lyu:
LandmarkBreaker: A proactive method to obstruct DeepFakes via disrupting facial landmark extraction. Comput. Vis. Image Underst. 240: 103935 (2024) - [j44]Jiucui Lu, Jiaran Zhou, Junyu Dong, Bin Li, Siwei Lyu, Yuezun Li:
ForensicsForest Family: A Series of Multi-Scale Hierarchical Cascade Forests for Detecting GAN-Generated Faces. IEEE Trans. Inf. Forensics Secur. 19: 5106-5119 (2024) - [j43]Yan Ju, Shan Jia, Jialing Cai, Haiying Guan, Siwei Lyu:
GLFF: Global and Local Feature Fusion for AI-Synthesized Image Detection. IEEE Trans. Multim. 26: 4073-4085 (2024) - [c163]Zhiyuan Yan, Yuhao Luo, Siwei Lyu, Qingshan Liu, Baoyuan Wu:
Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection. CVPR 2024: 8984-8994 - [c162]Cong Zhang, Yuezun Li, Honggang Qi, Siwei Lyu:
Enhancing Adversarial Robustness of DNNS Via Weight Decorrelation in Training. ICASSP 2024: 4660-4664 - [c161]Mingzhen Huang, Shan Jia, Zhou Zhou, Yan Ju, Jialing Cai, Siwei Lyu:
Exposing Text-Image Inconsistency Using Diffusion Models. ICLR 2024 - [c160]Soumyya Kanti Datta, Shan Jia, Siwei Lyu:
Exposing Lip-syncing Deepfakes from Mouth Inconsistencies. ICME 2024: 1-6 - [c159]Cai Yu, Shan Jia, Xiaomeng Fu, Jin Liu, Jiahe Tian, Jiao Dai, Xi Wang, Siwei Lyu, Jizhong Han:
Explicit Correlation Learning for Generalizable Cross-Modal Deepfake Detection. ICME 2024: 1-6 - [c158]Defang Chen, Zhenyu Zhou, Can Wang, Chunhua Shen, Siwei Lyu:
On the Trajectory Regularity of ODE-based Diffusion Sampling. ICML 2024 - [c157]Jing Hu, Qinrui Fan, Shu Hu, Siwei Lyu, Xi Wu, Xin Wang:
UMedNeRF: Uncertainty-Aware Single View Volumetric Rendering For Medical Neural Radiance Fields. ISBI 2024: 1-4 - [c156]Yan Ju, Shu Hu, Shan Jia, George H. Chen, Siwei Lyu:
Improving Fairness in Deepfake Detection. WACV 2024: 4643-4653 - [i107]Soumyya Kanti Datta, Shan Jia, Siwei Lyu:
Exposing Lip-syncing Deepfakes from Mouth Inconsistencies. CoRR abs/2401.10113 (2024) - [i106]Shan Jia, Reilin Lyu, Kangran Zhao, Yize Chen, Zhiyuan Yan, Yan Ju, Chuanbo Hu, Xin Li, Baoyuan Wu, Siwei Lyu:
Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics. CoRR abs/2403.14077 (2024) - [i105]Shuwei Hou, Yan Ju, Chengzhe Sun, Shan Jia, Lipeng Ke, Riky Zhou, Anita Nikolich, Siwei Lyu:
DeepFake-O-Meter v2.0: An Open Platform for DeepFake Detection. CoRR abs/2404.13146 (2024) - [i104]Mingzhen Huang, Shan Jia, Zhou Zhou, Yan Ju, Jialing Cai, Siwei Lyu:
Exposing Text-Image Inconsistency Using Diffusion Models. CoRR abs/2404.18033 (2024) - [i103]Cai Yu, Shan Jia, Xiaomeng Fu, Jin Liu, Jiahe Tian, Jiao Dai, Xi Wang, Siwei Lyu, Jizhong Han:
Explicit Correlation Learning for Generalizable Cross-Modal Deepfake Detection. CoRR abs/2404.19171 (2024) - [i102]Mian Zou, Baosheng Yu, Yibing Zhan, Siwei Lyu, Kede Ma:
Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection Method. CoRR abs/2405.08487 (2024) - [i101]Defang Chen, Zhenyu Zhou, Can Wang, Chunhua Shen, Siwei Lyu:
On the Trajectory Regularity of ODE-based Diffusion Sampling. CoRR abs/2405.11326 (2024) - [i100]Mihir Chauhan, Mohammad Abuzar Shaikh, Bina Ramamurthy, Mingchen Gao, Siwei Lyu, Sargur N. Srihari:
Self-Supervised Learning Based Handwriting Verification. CoRR abs/2405.18320 (2024) - [i99]Mingzhen Huang, Jialing Cai, Shan Jia, Vishnu Suresh Lokhande, Siwei Lyu:
MultiEdits: Simultaneous Multi-Aspect Editing with Text-to-Image Diffusion Models. CoRR abs/2406.00985 (2024) - [i98]Mihir Chauhan, Abhishek Satbhai, Mohammad Abuzar Hashemi, Mir Basheer Ali, Bina Ramamurthy, Mingchen Gao, Siwei Lyu, Sargur N. Srihari:
Vision-Language Model Based Handwriting Verification. CoRR abs/2407.21788 (2024) - [i97]Ye Yao, Tingfeng Han, Shan Jia, Siwei Lyu:
Dense Feature Interaction Network for Image Inpainting Localization. CoRR abs/2408.02191 (2024) - [i96]Jingfu Yang, Peng Huang, Jing Hu, Shu Hu, Siwei Lyu, Xin Wang, Jun Guo, Xi Wu:
An Explainable Non-local Network for COVID-19 Diagnosis. CoRR abs/2408.04300 (2024) - [i95]Wujie Sun, Defang Chen, Siwei Lyu, Genlang Chen, Chun Chen, Can Wang:
Knowledge Distillation with Refined Logits. CoRR abs/2408.07703 (2024) - [i94]Mian Zou, Baosheng Yu, Yibing Zhan, Siwei Lyu, Kede Ma:
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach. CoRR abs/2408.16305 (2024) - 2023
- [j42]Jing Hu, Zhikun Shuai, Xin Wang, Shu Hu, Shanhui Sun, Siwei Lyu, Xi Wu:
Attention Guided Policy Optimization for 3D Medical Image Registration. IEEE Access 11: 65546-65558 (2023) - [j41]Shu Hu, Xin Wang, Siwei Lyu:
Rank-Based Decomposable Losses in Machine Learning: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 45(11): 13599-13620 (2023) - [j40]Feng Ding, Zhangyi Shen, Guopu Zhu, Sam Kwong, Yicong Zhou, Siwei Lyu:
ExS-GAN: Synthesizing Anti-Forensics Images via Extra Supervised GAN. IEEE Trans. Cybern. 53(11): 7162-7173 (2023) - [j39]Ao Luo, Fan Yang, Xin Li, Yuezun Li, Zhicheng Jiao, Hong Cheng, Siwei Lyu:
Robust Scene Parsing by Mining Supportive Knowledge From Dataset. IEEE Trans. Neural Networks Learn. Syst. 34(5): 2633-2646 (2023) - [c155]Shu Hu, Zhenhuan Yang, Xin Wang, Yiming Ying, Siwei Lyu:
Outlier Robust Adversarial Training. ACML 2023: 454-469 - [c154]Shan Jia, Mingzhen Huang, Zhou Zhou, Yan Ju, Jialing Cai, Siwei Lyu:
AutoSplice: A Text-prompt Manipulated Image Dataset for Media Forensics. CVPR Workshops 2023: 893-903 - [c153]Chengzhe Sun, Shan Jia, Shuwei Hou, Siwei Lyu:
AI-Synthesized Voice Detection Using Neural Vocoder Artifacts. CVPR Workshops 2023: 904-912 - [c152]Hao Chen, Peng Zheng, Xin Wang, Shu Hu, Bin Zhu, Jinrong Hu, Xi Wu, Siwei Lyu:
Harnessing the Power of Text-image Contrastive Models for Automatic Detection of Online Misinformation. CVPR Workshops 2023: 923-932 - [c151]Mingzhen Huang, Xiaoxing Li, Jun Hu, Honghong Peng, Siwei Lyu:
Tracking Multiple Deformable Objects in Egocentric Videos. CVPR 2023: 1461-1471 - [c150]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:
NTIRE 2023 Challenge on Efficient Super-Resolution: Methods and Results. CVPR Workshops 2023: 1922-1960 - [c149]Xin Wang, Hui Guo, Shu Hu, Ming-Ching Chang, Siwei Lyu:
GAN-Generated Faces Detection: A Survey and New Perspectives. ECAI 2023: 2533-2542 - [c148]Hui Guo, Xin Wang, Siwei Lyu:
Detection of Real-Time Deepfakes in Video Conferencing with Active Probing and Corneal Reflection. ICASSP 2023: 1-5 - [c147]Yuezun Li, Jiaran Zhou, Siwei Lyu:
Face Poison: Obstructing DeepFakes by Disrupting Face Detection. ICME 2023: 1223-1228 - [c146]Jiucui Lu, Yuezun Li, Jiaran Zhou, Bin Li, Siwei Lyu:
Forensics Forest: Multi-scale Hierarchical Cascade Forest for Detecting GAN-generated Faces. ICME 2023: 2309-2314 - [c145]Chengming Feng, Jing Hu, Xin Wang, Shu Hu, Bin Zhu, Xi Wu, Hongtu Zhu, Siwei Lyu:
Controlling Neural Style Transfer with Deep Reinforcement Learning. IJCAI 2023: 100-108 - [c144]Yanfei Xiang, Xin Wang, Shu Hu, Bin Zhu, Xiaomeng Huang, Xi Wu, Siwei Lyu:
RMBench: Benchmarking Deep Reinforcement Learning for Robotic Manipulator Control. IROS 2023: 1207-1214 - [c143]Yuanhao Zhai, Mingzhen Huang, Tianyu Luan, Lu Dong, Ifeoma Nwogu, Siwei Lyu, David S. Doermann, Junsong Yuan:
Language-guided Human Motion Synthesis with Atomic Actions. ACM Multimedia 2023: 5262-5271 - [c142]Zhiyuan Yan, Yong Zhang, Xinhang Yuan, Siwei Lyu, Baoyuan Wu:
DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection. NeurIPS 2023 - [i93]Yunxu Xie, Shu Hu, Xin Wang, Quanyu Liao, Bin Zhu, Xi Wu, Siwei Lyu:
Attacking Important Pixels for Anchor-free Detectors. CoRR abs/2301.11457 (2023) - [i92]Chengzhe Sun, Shan Jia, Shuwei Hou, Ehab AlBadawy, Siwei Lyu:
Exposing AI-Synthesized Human Voices Using Neural Vocoder Artifacts. CoRR abs/2302.09198 (2023) - [i91]Baoyuan Wu, Li Liu, Zihao Zhu, Qingshan Liu, Zhaofeng He, Siwei Lyu:
Adversarial Machine Learning: A Systematic Survey of Backdoor Attack, Weight Attack and Adversarial Example. CoRR abs/2302.09457 (2023) - [i90]Shan Jia, Mingzhen Huang, Zhou Zhou, Yan Ju, Jialing Cai, Siwei Lyu:
AutoSplice: A Text-prompt Manipulated Image Dataset for Media Forensics. CoRR abs/2304.06870 (2023) - [i89]Hao Chen, Peng Zheng, Xin Wang, Shu Hu, Bin Zhu, Jinrong Hu, Xi Wu, Siwei Lyu:
Harnessing the Power of Text-image Contrastive Models for Automatic Detection of Online Misinformation. CoRR abs/2304.10249 (2023) - [i88]Chengzhe Sun, Shan Jia, Shuwei Hou, Siwei Lyu:
AI-Synthesized Voice Detection Using Neural Vocoder Artifacts. CoRR abs/2304.13085 (2023) - [i87]Yan Ju, Shu Hu, Shan Jia, George H. Chen, Siwei Lyu:
Improving Fairness in Deepfake Detection. CoRR abs/2306.16635 (2023) - [i86]Zhiyuan Yan, Yong Zhang, Xinhang Yuan, Siwei Lyu, Baoyuan Wu:
DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection. CoRR abs/2307.01426 (2023) - [i85]Pu Sun, Honggang Qi, Yuezun Li, Siwei Lyu:
FakeTracer: Proactively Defending Against Face-swap DeepFakes via Implanting Traces in Training. CoRR abs/2307.14593 (2023) - [i84]Jiucui Lu, Yuezun Li, Jiaran Zhou, Bin Li, Junyu Dong, Siwei Lyu:
ForensicsForest Family: A Series of Multi-scale Hierarchical Cascade Forests for Detecting GAN-generated Faces. CoRR abs/2308.00964 (2023) - [i83]Cong Zhang, Honggang Qi, Yuezun Li, Siwei Lyu:
Contrastive Multi-FaceForensics: An End-to-end Bi-grained Contrastive Learning Approach for Multi-face Forgery Detection. CoRR abs/2308.01520 (2023) - [i82]Yuanhao Zhai, Mingzhen Huang, Tianyu Luan, Lu Dong, Ifeoma Nwogu, Siwei Lyu, David S. Doermann, Junsong Yuan:
Language-guided Human Motion Synthesis with Atomic Actions. CoRR abs/2308.09611 (2023) - [i81]Shu Hu, Zhenhuan Yang, Xin Wang, Yiming Ying, Siwei Lyu:
Outlier Robust Adversarial Training. CoRR abs/2309.05145 (2023) - [i80]Xin Wang, Ziwei Luo, Jing Hu, Chengming Feng, Shu Hu, Bin Zhu, Xi Wu, Siwei Lyu:
Deep Reinforcement Learning for Image-to-Image Translation. CoRR abs/2309.13672 (2023) - [i79]Shanmin Yang, Shu Hu, Bin Zhu, Ying Fu, Siwei Lyu, Xi Wu, Xin Wang:
Improving Cross-dataset Deepfake Detection with Deep Information Decomposition. CoRR abs/2310.00359 (2023) - [i78]Chengming Feng, Jing Hu, Xin Wang, Shu Hu, Bin Zhu, Xi Wu, Hongtu Zhu, Siwei Lyu:
Controlling Neural Style Transfer with Deep Reinforcement Learning. CoRR abs/2310.00405 (2023) - [i77]Sneha Muppalla, Shan Jia, Siwei Lyu:
Integrating Audio-Visual Features for Multimodal Deepfake Detection. CoRR abs/2310.03827 (2023) - [i76]Shuai Li, Siwei Lyu, Jeff Trinkle:
Efficient State Estimation with Constrained Rao-Blackwellized Particle Filter. CoRR abs/2310.04637 (2023) - [i75]Jing Hu, Qinrui Fan, Shu Hu, Siwei Lyu, Xi Wu, Xin Wang:
UMedNeRF: Uncertainty-aware Single View Volumetric Rendering for Medical Neural Radiance Fields. CoRR abs/2311.05836 (2023) - [i74]Zhiyuan Yan, Yuhao Luo, Siwei Lyu, Qingshan Liu, Baoyuan Wu:
Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection. CoRR abs/2311.11278 (2023) - 2022
- [j38]Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu:
Robust Attentive Deep Neural Network for Detecting GAN-Generated Faces. IEEE Access 10: 32574-32583 (2022) - [j37]Wenbo Li, Yi Wei, Siwei Lyu, Ming-Ching Chang:
Simultaneous multi-person tracking and activity recognition based on cohesive cluster search. Comput. Vis. Image Underst. 214: 103301 (2022) - [j36]Shu Hu, Yiming Ying, Xin Wang, Siwei Lyu:
Sum of Ranked Range Loss for Supervised Learning. J. Mach. Learn. Res. 23: 112:1-112:44 (2022) - [j35]Siwei Lyu, Yanbo Fan, Yiming Ying, Bao-Gang Hu:
Average Top-k Aggregate Loss for Supervised Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44(1): 76-86 (2022) - [j34]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:
DE-GAN: Domain Embedded GAN for High Quality Face Image Inpainting. Pattern Recognit. 124: 108415 (2022) - [j33]Wenbo Pu, Jing Hu, Xin Wang, Yuezun Li, Shu Hu, Bin Zhu, Rui Song, Qi Song, Xi Wu, Siwei Lyu:
Learning a deep dual-level network for robust DeepFake detection. Pattern Recognit. 130: 108832 (2022) - [j32]Pu Sun, Yuezun Li, Honggang Qi, Siwei Lyu:
LandmarkGAN: Synthesizing faces from landmarks. Pattern Recognit. Lett. 161: 90-98 (2022) - [j31]Bo Peng, Hongxing Fan, Wei Wang, Jing Dong, Siwei Lyu:
A Unified Framework for High Fidelity Face Swap and Expression Reenactment. IEEE Trans. Circuits Syst. Video Technol. 32(6): 3673-3684 (2022) - [j30]Lipeng Ke, Ming-Ching Chang, Honggang Qi, Siwei Lyu:
DetPoseNet: Improving Multi-Person Pose Estimation via Coarse-Pose Filtering. IEEE Trans. Image Process. 31: 2782-2795 (2022) - [j29]Feng Ding, Guopu Zhu, Yingcan Li, Xinpeng Zhang, Pradeep K. Atrey, Siwei Lyu:
Anti-Forensics for Face Swapping Videos via Adversarial Training. IEEE Trans. Multim. 24: 3429-3441 (2022) - [c141]Lipeng Ke, Kuan-Chuan Peng, Siwei Lyu:
Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition. AAAI 2022: 1131-1139 - [c140]Ziwei Luo, Jing Hu, Xin Wang, Shu Hu, Bin Kong, Youbing Yin, Qi Song, Xi Wu, Siwei Lyu:
Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration. AAAI 2022: 1917-1925 - [c139]Shu Hu, Chun-Hao Liu, Jayanta Dutta, Ming-Ching Chang, Siwei Lyu, Naveen Ramakrishnan:
PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems. CVPR Workshops 2022: 4389-4397 - [c138]Luchuan Song, Zheng Fang, Xiaodan Li, Xiaoyi Dong, Zhenchao Jin, Yuefeng Chen, Siwei Lyu:
Adaptive Face Forgery Detection in Cross Domain. ECCV (34) 2022: 467-484 - [c137]Ehab A. AlBadawy, Andrew Gibiansky, Qing He, Jilong Wu, Ming-Ching Chang, Siwei Lyu:
Vocbench: A Neural Vocoder Benchmark for Speech Synthesis. ICASSP 2022: 881-885 - [c136]Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu:
Eyes Tell All: Irregular Pupil Shapes Reveal GAN-Generated Faces. ICASSP 2022: 2904-2908 - [c135]Mingzhen Huang, Shan Jia, Ming-Ching Chang, Siwei Lyu:
Text-Image De-Contextualization Detection Using Vision-Language Models. ICASSP 2022: 8967-8971 - [c134]Bo Peng, Wei Xiang, Yue Jiang, Wei Wang, Jing Dong, Zhenan Sun, Zhen Lei, Siwei Lyu:
DFGC 2022: The Second DeepFake Game Competition. IJCB 2022: 1-10 - [c133]Pu Sun, Yuezun Li, Honggang Qi, Siwei Lyu:
Faketracer: Exposing Deepfakes with Training Data Contamination. ICIP 2022: 1161-1165 - [c132]Shan Jia, Xin Li, Siwei Lyu:
Model Attribution of Face-Swap Deepfake Videos. ICIP 2022: 2356-2360 - [c131]Syeda Nyma Ferdous, Xin Li, Siwei Lyu:
Uncertainty Aware Multitask Pyramid Vision Transformer for UAV-Based Object Re-Identification. ICIP 2022: 2381-2385 - [c130]Yan Ju, Shan Jia, Lipeng Ke, Hongfei Xue, Koki Nagano, Siwei Lyu:
Fusing Global and Local Features for Generalized AI-Synthesized Image Detection. ICIP 2022: 3465-3469 - [c129]Dizhong Lin, Ying Fu, Xin Wang, Shu Hu, Bin Zhu, Qi Song, Xi Wu, Siwei Lyu:
Contrastive Class-Specific Encoding for Few-Shot Object Detection. ICME 2022: 1-6 - [c128]Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu:
Open-Eye: An Open Platform to Study Human Performance on Identifying AI-Synthesized Faces. MIPR 2022: 224-227 - [c127]Bo Peng, Siwei Lyu, Wei Wang, Jing Dong:
Counterfactual Image Enhancement for Explanation of Face Swap Deepfakes. PRCV (2) 2022: 492-508 - [c126]Zhenhuan Yang, Shu Hu, Yunwen Lei, Kush R. Varshney, Siwei Lyu, Yiming Ying:
Differentially private SGDA for minimax problems. UAI 2022: 2192-2202 - [p2]Yuezun Li, Pu Sun, Honggang Qi, Siwei Lyu:
Toward the Creation and Obstruction of DeepFakes. Handbook of Digital Face Manipulation and Detection 2022: 71-96 - [p1]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:
Future Trends in Digital Face Manipulation and Detection. Handbook of Digital Face Manipulation and Detection 2022: 463-482 - [i73]Zhenhuan Yang, Shu Hu, Yunwen Lei, Kush R. Varshney, Siwei Lyu, Yiming Ying:
Differentially Private SGDA for Minimax Problems. CoRR abs/2201.09046 (2022) - [i72]Lipeng Ke, Kuan-Chuan Peng, Siwei Lyu:
Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition. CoRR abs/2202.02314 (2022) - [i71]Xin Wang, Hui Guo, Shu Hu, Ming-Ching Chang, Siwei Lyu:
GAN-generated Faces Detection: A Survey and New Perspectives. CoRR abs/2202.07145 (2022) - [i70]Shan Jia, Xin Li, Siwei Lyu:
Model Attribution of Face-swap Deepfake Videos. CoRR abs/2202.12951 (2022) - [i69]Shu Hu, Chun-Hao Liu, Jayanta Dutta, Ming-Ching Chang, Siwei Lyu, Naveen Ramakrishnan:
PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems. CoRR abs/2203.05983 (2022) - [i68]Yan Ju, Shan Jia, Lipeng Ke, Hongfei Xue, Koki Nagano, Siwei Lyu:
Fusing Global and Local Features for Generalized AI-Synthesized Image Detection. CoRR abs/2203.13964 (2022) - [i67]Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu:
Open-Eye: An Open Platform to Study Human Performance on Identifying AI-Synthesized Faces. CoRR abs/2205.06680 (2022) - [i66]Bo Peng, Wei Xiang, Yue Jiang, Wei Wang, Jing Dong, Zhenan Sun, Zhen Lei, Siwei Lyu:
DFGC 2022: The Second DeepFake Game Competition. CoRR abs/2206.15138 (2022) - [i65]Shu Hu, Xin Wang, Siwei Lyu:
Rank-based Decomposable Losses in Machine Learning: A Survey. CoRR abs/2207.08768 (2022) - [i64]Syeda Nyma Ferdous, Xin Li, Siwei Lyu:
Uncertainty Aware Multitask Pyramid Vision Transformer For UAV-Based Object Re-Identification. CoRR abs/2209.08686 (2022) - [i63]Yanfei Xiang, Xin Wang, Shu Hu, Bin Zhu, Xiaomeng Huang, Xi Wu, Siwei Lyu:
RMBench: Benchmarking Deep Reinforcement Learning for Robotic Manipulator Control. CoRR abs/2210.11262 (2022) - [i62]Hui Guo, Xin Wang, Siwei Lyu:
Detection of Real-time DeepFakes in Video Conferencing with Active Probing and Corneal Reflection. CoRR abs/2210.14153 (2022) - [i61]Na Zhang, Shan Jia, Siwei Lyu, Xin Li:
Fusion-based Few-Shot Morphing Attack Detection and Fingerprinting. CoRR abs/2210.15510 (2022) - [i60]Yan Ju, Shan Jia, Jialing Cai, Haiying Guan, Siwei Lyu:
GLFF: Global and Local Feature Fusion for Face Forgery Detection. CoRR abs/2211.08615 (2022) - 2021
- [j28]Yuezun Li, Ming-Ching Chang, Pu Sun, Honggang Qi, Junyu Dong, Siwei Lyu:
TransRPN: Towards the Transferable Adversarial Perturbations using Region Proposal Networks and Beyond. Comput. Vis. Image Underst. 213: 103302 (2021) - [j27]Jing Hu, Ziwei Luo, Xin Wang