Contrastive Pseudo Learning for Open-World DeepFake Attribution

Contrastive Pseudo Learning for Open-World DeepFake Attribution

IEEE International Conference on Computer Vision (ICCV), 2023

20 September 2023

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Papers citing "Contrastive Pseudo Learning for Open-World DeepFake Attribution"

18 / 18 papers shown

Title
Radar-APLANC: Unsupervised Radar-based Heartbeat Sensing via Augmented Pseudo-Label and Noise Contrast Ying Wang Zhaodong Sun Xu Cheng Zuxian He Xiaobai Li 48 0 0 11 Nov 2025
Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Claudio Giusti Luca Guarnera Sebastiano Battiato DiffM 242 0 0 06 Nov 2025
OmniDFA: A Unified Framework for Open Set Synthesis Image Detection and Few-Shot Attribution Shiyu Wu Shuyan Li Jing Li Jing Liu Yequan Wang 116 0 0 30 Sep 2025
Suppressing Gradient Conflict for Generalizable Deepfake Detection Ming-Hui Liu Harry Cheng Xin Luo Xin-Shun Xu 136 0 0 29 Jul 2025
DATA: Multi-Disentanglement based Contrastive Learning for Open-World Semi-Supervised Deepfake AttributionIEEE transactions on multimedia (TMM), 2025 Ming-Hui Liu Xiao-Qian Liu Xin Luo Xin-Shun Xu 217 3 0 07 May 2025
PVLM: Parsing-Aware Vision Language Model with Dynamic Contrastive Learning for Zero-Shot Deepfake Attribution Yaning Zhang Jiahe Zhang Chunjie Ma Weili Guan Tian Gan Zan Gao 170 0 0 19 Apr 2025
From Specificity to Generality: Revisiting Generalizable Artifacts in Detecting Face Deepfakes Long Ma Zhiyuan Yan Jin Xu Jin Xu Qinglang Guo Hu Huang Yong Liao Hui Lin CVBM 279 5 0 07 Apr 2025
$A$^\text{T}$A: Adaptive Transformation Agent for Text-Guided Subject-Position Variable Background Inpainting$ A $^\text{T}$ A: Adaptive Transformation Agent for Text-Guided Subject-Position Variable Background InpaintingComputer Vision and Pattern Recognition (CVPR), 2025 Yizhe Tang Zhimin Sun Yuzhen Du Ran Yi Guangben Lu T. Hu Luying Li Lizhuang Ma Fangyuan Zou DiffM 176 3 0 02 Apr 2025
Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook Florinel-Alin Croitoru Andrei Iulian Hiji Vlad Hondru Nicolae-Cătălin Ristea Paul Irofti Marius Popescu Cristian Rusu Radu Tudor Ionescu Fahad Shahbaz Khan Mubarak Shah 349 15 0 29 Nov 2024
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey Hong-Hanh Nguyen-Le Van-Tuan Tran Dinh-Thuc Nguyen Nhien-An Le-Khac AAML 538 4 0 26 Nov 2024
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma CVBM 364 4 0 29 Aug 2024
Are handcrafted filters helpful for attributing AI-generated images? Jialiang Li Haoyue Wang Sheng Li Zhenxing Qian Xinpeng Zhang Athanasios V. Vasilakos 150 4 0 19 Jul 2024
BOSC: A Backdoor-based Framework for Open Set Synthetic Image AttributionIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024 Jun Wang B. Tondi Mauro Barni DiffM 335 4 0 19 May 2024
Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection MethodIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024 Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma CVBM 282 6 0 14 May 2024
Open-World Semi-Supervised Learning for Node ClassificationIEEE International Conference on Data Engineering (ICDE), 2024 Yanling Wang Jing Zhang Lingxi Zhang Lixin Liu Yuxiao Dong Cuiping Li Hong Chen Hongzhi Yin BDL 182 4 0 18 Mar 2024
Regeneration Based Training-free Attribution of Fake Images Generated by Text-to-Image Generative Models Meiling Li Zhenxing Qian Xinpeng Zhang 207 2 0 03 Mar 2024
Exploring the Adversarial Robustness of Face Forgery Detection with Decision-based Black-box AttacksKnowledge-Based Systems (KBS), 2023 Zhaoyu Chen Yue Liu Kaixun Jiang Shuang Wu Shouhong Ding Wenqiang Zhang CVBM AAML 357 2 0 18 Oct 2023
Xception: Deep Learning with Depthwise Separable ConvolutionsComputer Vision and Pattern Recognition (CVPR), 2016 François Chollet MDE BDL PINN 2.5K 16,498 0 07 Oct 2016