Frequency-aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection

16 March 2021

Papers citing "Frequency-aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection"

50 / 103 papers shown

Title
TT-DF: A Large-Scale Diffusion-Based Dataset and Benchmark for Human Body Forgery Detection Wenkui Yang Zhida Zhang Xiaoqiang Zhou Junxian Duan Jie Cao DiffM 28 0 0 13 May 2025
LAMM-ViT: AI Face Detection via Layer-Aware Modulation of Region-Guided Attention Jiangling Zhang Weijie Zhu Jirui Huang Yaxiong Chen 31 0 0 12 May 2025
Towards Generalizable Deepfake Detection with Spatial-Frequency Collaborative Learning and Hierarchical Cross-Modal Fusion Mengyu Qiao Runze Tian Yang Wang 33 0 0 24 Apr 2025
All Patches Matter, More Patches Better: Enhance AI-Generated Image Detection via Panoptic Patch Learning Zheng Yang Ruoxin Chen Zhiyuan Yan Ke-Yue Zhang Xinghe Fu ... Xiujun Shu Taiping Yao Junchi Yan Shouhong Ding Xi Li 29 0 0 02 Apr 2025
Synthetic Art Generation and DeepFake Detection A Study on Jamini Roy Inspired Dataset Kushal Agrawal Romi Banerjee 41 0 0 29 Mar 2025
Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector Xiao Guo Xiufeng Song Yue Zhang Xiaohong Liu X. Liu 58 1 0 26 Mar 2025
Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models Jin Wang Chenghui Lv Xian Li Shichao Dong Huadong Li Kelu Yao Chao Li Wenqi Shao Ping Luo 62 0 0 19 Mar 2025
WMamba: Wavelet-based Mamba for Face Forgery Detection Siran Peng Tianshuo Zhang Li Gao Xiangyu Zhu H. M. Zhang Kai Pang Zhen Lei Mamba 71 2 0 17 Jan 2025
Exploring Unbiased Deepfake Detection via Token-Level Shuffling and Mixing Xinghe Fu Zhiyuan Yan Taiping Yao Shen Chen Xi Li 36 3 0 08 Jan 2025
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey Hong-Hanh Nguyen-Le Van-Tuan Tran Dinh-Thuc Nguyen Nhien-An Le-Khac AAML 102 1 0 26 Nov 2024
DIP: Diffusion Learning of Inconsistency Pattern for General DeepFake Detection Fan Nie Jiangqun Ni Jian Zhang Bin Zhang Weizhe Zhang DiffM 34 1 0 31 Oct 2024
Fake It till You Make It: Curricular Dynamic Forgery Augmentations towards General Deepfake Detection Yuzhen Lin Wentang Song Bin Li Yuezun Li Jiangqun Ni Han Chen Qiushi Li 26 12 0 22 Sep 2024
Deep Learning Technology for Face Forgery Detection: A Survey Lixia Ma Puning Yang Yuting Xu Ziming Yang Peipei Li Huaibo Huang 40 1 0 22 Sep 2024
Shaking the Fake: Detecting Deepfake Videos in Real Time via Active Probes Zhixin Xie Jun Luo 28 0 0 17 Sep 2024
C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection Chuangchuang Tan Renshuai Tao Huan Liu Guanghua Gu Baoyuan Wu Yao Zhao Yunchao Wei VLM 94 8 0 19 Aug 2024
Improving Synthetic Image Detection Towards Generalization: An Image Transformation Perspective Ouxiang Li Jiayin Cai Y. Hao Xiaolong Jiang Yao Hu Fuli Feng AAML 35 7 0 13 Aug 2024
StealthDiffusion: Towards Evading Diffusion Forensic Detection through Diffusion Model Ziyin Zhou Ke Sun Zhongxi Chen Huafeng Kuang Xiaoshuai Sun Rongrong Ji AAML DiffM 57 2 0 11 Aug 2024
Exploration of Class Center for Fine-Grained Visual Classification Hang Yao Qiguang Miao Peipei Zhao Chaoneng Li Xin Li Guanwen Feng Ruyi Liu VLM 40 3 0 05 Jul 2024
Evolving from Single-modal to Multi-modal Facial Deepfake Detection: Progress and Challenges Ping Liu Qiqi Tao Joey Tianyi Zhou 50 0 0 11 Jun 2024
Principles of Designing Robust Remote Face Anti-Spoofing Systems Xiang Xu Tianchen Zhao Zheng Zhang Zhihua Li Jon Wu Alessandro Achille Mani Srivastava AAML 38 3 0 06 Jun 2024
In Anticipation of Perfect Deepfake: Identity-anchored Artifact-agnostic Detection under Rebalanced Deepfake Detection Protocol Wei-Han Wang Chin-Yuan Yeh Hsi-Wen Chen De-Nian Yang Ming-Syan Chen 41 0 0 01 May 2024
Compressed Deepfake Video Detection Based on 3D Spatiotemporal Trajectories Zongmei Chen Xin Liao Xiaoshuai Wu Yanxiang Chen 34 3 0 28 Apr 2024
FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge Hanzhe Li Yuezun Li Jiaran Zhou Bin Li Junyu Dong CVBM 28 8 0 22 Apr 2024
MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection Chenqi Kong Anwei Luo Song Xia Yi Yu Haoliang Li Zengwei Zheng Shiqi Wang Alex C. Kot MoE 34 5 0 12 Apr 2024
Deepfake Sentry: Harnessing Ensemble Intelligence for Resilient Detection and Generalisation Liviu-Daniel Ștefan Dan-Cristian Stanciu Mihai Dogariu M. Constantin A. Jitaru Bogdan Ionescu AAML 29 0 0 29 Mar 2024
Deepfake Generation and Detection: A Benchmark and Survey Gan Pei Jiangning Zhang Menghan Hu Zhenyu Zhang Chengjie Wang Yunsheng Wu Guangtao Zhai Jian Yang Chunhua Shen Dacheng Tao 38 25 0 26 Mar 2024
Artifact Feature Purification for Cross-domain Detection of AI-generated Images Zheling Meng Bo Peng Jing Dong Tieniu Tan 81 2 0 17 Mar 2024
Learning Spatiotemporal Inconsistency via Thumbnail Layout for Face Deepfake Detection Yuting Xu Jian Liang Lijun Sheng Xiao-Yu Zhang 42 8 0 15 Mar 2024
Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Learning Chuangchuang Tan Yao-Min Zhao Shikui Wei Guanghua Gu Ping Liu Yunchao Wei 44 8 0 12 Mar 2024
DomainForensics: Exposing Face Forgery across Domains via Bi-directional Adaptation Qingxuan Lv Yuezun Li Junyu Dong Sheng Chen Hui Yu Huiyu Zhou Shu Zhang AAML 30 4 0 17 Dec 2023
DeepFidelity: Perceptual Forgery Fidelity Assessment for Deepfake Detection Chunlei Peng Huiqing Guo Decheng Liu Nannan Wang Ruimin Hu Xinbo Gao CVBM 21 1 0 07 Dec 2023
CapST: An Enhanced and Lightweight Model Attribution Approach for Synthetic Videos Wasim Ahmad Yan-Tsung Peng Yuan-Hao Chang Gaddisa Olani Ganfure Sarwar Khan Sahibzada Adil Shahzad 15 0 0 07 Nov 2023
Detecting Deepfakes Without Seeing Any Tal Reiss Bar Cavia Yedid Hoshen AAML 21 16 0 02 Nov 2023
Enhancing Motor Imagery Decoding in Brain Computer Interfaces using Riemann Tangent Space Mapping and Cross Frequency Coupling Xiong Xiong Li Su Jinguo Huang Guixia Kang 16 0 0 29 Oct 2023
Exploiting Facial Relationships and Feature Aggregation for Multi-Face Forgery Detection Chenhao Lin Fangbin Yi Hang Wang Qian Li Jingyi Deng Chao Shen CVBM 27 3 0 07 Oct 2023
Improving Cross-dataset Deepfake Detection with Deep Information Decomposition Shanmin Yang Shu Hu Bin Zhu Ying Fu Siwei Lyu Xi Wu Xin Wang 27 7 0 30 Sep 2023
UVL: A Unified Framework for Video Tampering Localization Tingliang Feng Xianfeng Zhao Jinchuan Li Yun Cao AAML 19 4 0 28 Sep 2023
Robust Sequential DeepFake Detection R. Shao Tianxing Wu Ziwei Liu ViT AAML 35 7 0 26 Sep 2023
Detecting and Grounding Multi-Modal Media Manipulation and Beyond Rui Shao Tianxing Wu Jianlong Wu Liqiang Nie Ziwei Liu 13 22 0 25 Sep 2023
Locate and Verify: A Two-Stream Network for Improved Deepfake Detection Chao Shuai Jieming Zhong Shuang Wu Feng Lin Zhibo Wang Zhongjie Ba Zhenguang Liu Lorenzo Cavallaro Kui Ren 36 28 0 20 Sep 2023
Unified Frequency-Assisted Transformer Framework for Detecting and Grounding Multi-Modal Manipulation Huan Liu Zichang Tan Qiang Chen Yunchao Wei Yao-Min Zhao Jingdong Wang 26 8 0 18 Sep 2023
DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues Kun Pan Yifang Yin Yao Wei Feng Lin Zhongjie Ba Zhenguang Liu Zhibo Wang Lorenzo Cavallaro Kui Ren CLL 38 16 0 18 Sep 2023
Robustness and Generalizability of Deepfake Detection: A Study with Diffusion Models Haixu Song Shiyu Huang Yinpeng Dong Weijuan Tu 29 20 0 05 Sep 2023
Recap: Detecting Deepfake Video with Unpredictable Tampered Traces via Recovering Faces and Mapping Recovered Faces Juan Hu Xin Liao Difei Gao Satoshi Tsutsui Qian Wang Zheng Qin Mike Zheng Shou CVBM AAML 27 1 0 19 Aug 2023
RFDforFin: Robust Deep Forgery Detection for GAN-generated Fingerprint Images Huixin Miao Yuanfang Guo Yun-an Wang 35 2 0 18 Aug 2023
Learning to Distill Global Representation for Sparse-View CT Zilong Li Chenglong Ma Jie Chen Junping Zhang Hongming Shan 21 9 0 16 Aug 2023
ForensicsForest Family: A Series of Multi-scale Hierarchical Cascade Forests for Detecting GAN-generated Faces Jiucui Lu Jiaran Zhou Junyu Dong Bin Li Siwei Lyu Yuezun Li CVBM 13 1 0 02 Aug 2023
DRAW: Defending Camera-shooted RAW against Image Manipulation Xiaoxiao Hu Qichao Ying Zhenxing Qian Sheng Li Xinpeng Zhang AAML 32 7 0 31 Jul 2023
Self-Supervised Graph Transformer for Deepfake Detection Aminollah Khormali Ji Yuan ViT 24 7 0 27 Jul 2023
FakeTracer: Catching Face-swap DeepFakes via Implanting Traces in Training Pu Sun H. Qi Yuezun Li Siwei Lyu CVBM 18 1 0 27 Jul 2023