Language-guided Hierarchical Fine-grained Image Forgery Detection and Localization

31 October 2024

Xiaoming Liu

Papers citing "Language-guided Hierarchical Fine-grained Image Forgery Detection and Localization"

50 / 69 papers shown

Title
Survey on AI-Generated Media Detection: From Non-MLLM to MLLM Yueying Zou Peipei Li Zekun Li Huaibo Huang Xing Cui Xuannan Liu Chenghanyu Zhang Ran He DeLMO 160 3 0 07 Feb 2025
On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection Xiufeng Song Xiao Guo Junxuan Zhang Qirui Li Lei Bai Xiaoming Liu Guangtao Zhai Xiaohong Liu DiffM VGen 127 9 0 31 Oct 2024
SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Models Yue Zhang Zhiyang Xu Ying Shen Parisa Kordjamshidi Lifu Huang 98 6 0 04 Oct 2024
TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding Zhihao Zhang Shengcao Cao Yu Wang 64 17 0 28 Feb 2024
NavHint: Vision and Language Navigation Agent with a Hint Generator Yue Zhang Quan Guo Parisa Kordjamshidi LLMAG 86 9 0 04 Feb 2024
Common Sense Reasoning for Deepfake Detection Yue Zhang Ben Colman Xiao Guo Ali Shahriyari Gaurav Bharaj 105 35 0 31 Jan 2024
InstantID: Zero-shot Identity-Preserving Generation in Seconds Qixun Wang Xu Bai Haofan Wang Zekui Qin Anthony Chen Huaxia Li Xu Tang Feng-Long Xie 79 249 0 15 Jan 2024
Generalizable Synthetic Image Detection via Language-guided Contrastive Learning Haiwei Wu Jiantao Zhou Shile Zhang 167 30 0 23 May 2023
CLIP-S $^4$ : Language-Guided Self-Supervised Semantic Segmentation Wenbin He Suphanut Jamonnak Liangke Gou Liu Ren VLM 93 32 0 01 May 2023
DIRE for Diffusion-Generated Image Detection Zhendong Wang Jianmin Bao Wen-gang Zhou Weilun Wang Hezhen Hu Hong Chen Houqiang Li 72 214 0 16 Mar 2023
DE-FAKE: Detection and Attribution of Fake Images Generated by Text-to-Image Generation Models Zeyang Sha Zheng Li Ning Yu Yang Zhang DiffM 78 131 0 13 Oct 2022
Imagen Video: High Definition Video Generation with Diffusion Models Jonathan Ho William Chan Chitwan Saharia Jay Whang Ruiqi Gao ... Diederik P. Kingma Ben Poole Mohammad Norouzi David J. Fleet Tim Salimans VGen 135 1,528 0 05 Oct 2022
Make-A-Video: Text-to-Video Generation without Text-Video Data Uriel Singer Adam Polyak Thomas Hayes Xiaoyue Yin Jie An ... Oron Ashual Oran Gafni Devi Parikh Sonal Gupta Yaniv Taigman DiffM VGen 76 1,408 0 29 Sep 2022
MaskCLIP: Masked Self-Distillation Advances Contrastive Language-Image Pretraining Xiaoyi Dong Jianmin Bao Yinglin Zheng Ting Zhang Dongdong Chen ... Weiming Zhang Lu Yuan Dong Chen Fang Wen Nenghai Yu CLIP VLM 75 166 0 25 Aug 2022
Multi-domain Learning for Updating Face Anti-spoofing Models Xiao Guo Yaojie Liu Anil Jain Xiaoming Liu CLL CVBM 63 30 0 23 Aug 2022
RepMix: Representation Mixing for Robust Attribution of Synthesized Images Tu Bui Ning Yu John Collomosse 60 35 0 05 Jul 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 382 6,859 0 13 Apr 2022
ObjectFormer for Image Manipulation Detection and Localization Junke Wang Zuxuan Wu Jingjing Chen Xintong Han Abhinav Shrivastava Ser-Nam Lim Yu-Gang Jiang 78 113 0 28 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 874 12,916 0 04 Mar 2022
FrePGAN: Robust Deepfake Detection Using Frequency-level Perturbations Yonghyun Jeong Doyeon Kim Youngmin Ro Jongwon Choi AAML 57 84 0 07 Feb 2022
Label Relation Graphs Enhanced Hierarchical Residual Network for Hierarchical Multi-Granularity Classification Jingzhou Chen Peng Wang Jian Liu Y. Qian 59 38 0 10 Jan 2022
Scaling Open-Vocabulary Image Segmentation with Image-Level Labels Golnaz Ghiasi Xiuye Gu Huayu Chen Nayeon Lee VLM 117 380 0 22 Dec 2021
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 413 15,486 0 20 Dec 2021
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models Alex Nichol Prafulla Dhariwal Aditya A. Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen 334 3,600 0 20 Dec 2021
RegionCLIP: Region-based Language-Image Pretraining Yiwu Zhong Jianwei Yang Pengchuan Zhang Chunyuan Li Noel Codella ... Luowei Zhou Xiyang Dai Lu Yuan Yin Li Jianfeng Gao VLM CLIP 138 576 0 16 Dec 2021
MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation Detection Chengbo Dong Xinru Chen Ruohan Hu Juan Cao Xirong Li AAML 85 163 0 16 Dec 2021
Extract Free Dense Labels from CLIP Chong Zhou Chen Change Loy Bo Dai VLM CLIP 133 477 0 02 Dec 2021
Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling Renrui Zhang Rongyao Fang Wei Zhang Peng Gao Kunchang Li Jifeng Dai Yu Qiao Hongsheng Li VLM 265 400 0 06 Nov 2021
CLIP-Adapter: Better Vision-Language Models with Feature Adapters Peng Gao Shijie Geng Renrui Zhang Teli Ma Rongyao Fang Yongfeng Zhang Hongsheng Li Yu Qiao VLM CLIP 281 1,040 0 09 Oct 2021
CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models Yuan Yao Ao Zhang Zhengyan Zhang Zhiyuan Liu Tat-Seng Chua Maosong Sun MLLM VPVLM VLM 281 222 0 24 Sep 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 492 2,396 0 02 Sep 2021
BiHPF: Bilateral High-Pass Filters for Robust Deepfake Detection Yonghyun Jeong Doyeon Kim Seungjai Min Seongho Joe Youngjune Gwon Jongwon Choi AAML 49 50 0 16 Aug 2021
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 174 1,595 0 23 Jun 2021
Image Manipulation Detection by Multi-View Multi-Scale Supervision Xinru Chen Chengbo Dong Jiaqi Ji Juan Cao Xirong Li 67 170 0 14 Apr 2021
Unified Detection of Digital and Physical Face Attacks Debayan Deb Xiaoming Liu Anil K. Jain CVBM AAML 63 32 0 05 Apr 2021
Image-to-image Translation via Hierarchical Style Disentanglement Xinyang Li Shengchuan Zhang Jie Hu Liujuan Cao Xiaopeng Hong Xudong Mao Feiyue Huang Yongjian Wu Rongrong Ji VLM 54 116 0 02 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 918 29,372 0 26 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 443 3,842 0 11 Feb 2021
Learning Self-Consistency for Deepfake Detection Tianchen Zhao Xiang Xu Mingze Xu Hui Ding Yuanjun Xiong Wei Xia SSL 79 271 0 16 Dec 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 260 7,356 0 06 Oct 2020
SPAN: Spatial Pyramid Attention Network forImage Manipulation Localization Xuefeng Hu Zhihan Zhang Zhenye Jiang Syomantak Chaudhuri Zhenheng Yang Ram Nevatia 3DPC 54 197 0 01 Sep 2020
What makes fake images detectable? Understanding properties that generalize Lucy Chai David Bau Ser-Nam Lim Phillip Isola AAML WIGM 87 310 0 24 Aug 2020
Two-branch Recurrent Network for Isolating Deepfakes in Videos I. Masi Aditya Killekar R. Mascarenhas Shenoy Pratik Gurudatt Wael AbdAlmageed CVBM 72 367 0 08 Aug 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 622 18,036 0 19 Jun 2020
Training Generative Adversarial Networks with Limited Data Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 148 1,885 0 11 Jun 2020
FakeLocator: Robust Localization of GAN-Based Face Manipulations Yihao Huang Felix Juefei Xu Jianwen Li Yang Liu G. Pu AAML 71 71 0 27 Jan 2020
DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection Liming Jiang Ren Li Wayne Wu Chao Qian Chen Change Loy CVBM PICV 98 443 0 09 Jan 2020
Face X-ray for More General Face Forgery Detection Lingzhi Li Jianmin Bao Ting Zhang Hao Yang Dong Chen Fang Wen B. Guo PICV CVBM 61 838 0 31 Dec 2019
FaceShifter: Towards High Fidelity And Occlusion Aware Face Swapping Lingzhi Li Jianmin Bao Hao Yang Dong Chen Fang Wen CVBM 63 336 0 31 Dec 2019
CNN-generated images are surprisingly easy to spot... for now Sheng-Yu Wang Oliver Wang Richard Y. Zhang Andrew Owens Alexei A. Efros OOD 143 979 0 23 Dec 2019