Detecting and Grounding Multi-Modal Media Manipulation and Beyond

Detecting and Grounding Multi-Modal Media Manipulation and Beyond

25 September 2023

Ziwei Liu

Papers citing "Detecting and Grounding Multi-Modal Media Manipulation and Beyond"

18 / 18 papers shown

Title
AnimeDL-2M: Million-Scale AI-Generated Anime Image Detection and Localization in Diffusion Era Chenyang Zhu Xing Zhang Yuyang Sun Ching-Chun Chang Isao Echizen 26 0 0 15 Apr 2025
Spot the Fake: Large Multimodal Model-Based Synthetic Image Detection with Artifact Explanation Siwei Wen Junyan Ye Peilin Feng Hengrui Kang Zichen Wen Y. Chen Jiang Wu Wenjun Wu Conghui He Weijia Li 60 2 0 19 Mar 2025
LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant Wei Li Bing Hu Rui Shao Leyang Shen Liqiang Nie 41 2 0 05 Mar 2025
ForgeryGPT: Multimodal Large Language Model For Explainable Image Forgery Detection and Localization Jiawei Li Fanrui Zhang Jiaying Zhu Esther Sun Qiang Zhang Zheng-jun Zha MLLM 55 8 0 14 Oct 2024
MiRAGeNews: Multimodal Realistic AI-Generated News Detection Runsheng Huang Liam Dugan Y. Yang Chris Callison-Burch 41 3 0 11 Oct 2024
1M-Deepfakes Detection Challenge Zhixi Cai Abhinav Dhall Shreya Ghosh Munawar Hayat D. Kollias Kalin Stefanov Usman Tariq 36 1 0 11 Sep 2024
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks Zaijing Li Yuquan Xie Rui Shao Gongwei Chen Dongmei Jiang Liqiang Nie 54 18 0 07 Aug 2024
Contextual Cross-Modal Attention for Audio-Visual Deepfake Detection and Localization Vinaya Sree Katamneni A. Rattani 35 4 0 02 Aug 2024
MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs Xuannan Liu Zekun Li Peipei Li Shuhan Xia Xing Cui Linzhi Huang Huaibo Huang Weihong Deng Zhaofeng He 38 13 0 13 Jun 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
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Eric Wang X. Li Luisa Verdoliva Shu Hu 86 57 0 22 Jan 2024
AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset Zhixi Cai Shreya Ghosh Aman Pankaj Adatia Munawar Hayat Abhinav Dhall Kalin Stefanov 21 27 0 26 Nov 2023
LION : Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge Gongwei Chen Leyang Shen Rui Shao Xiang Deng Liqiang Nie VLM MLLM 67 42 0 20 Nov 2023
Adaptive Data-Free Quantization Biao Qian Yang Wang Richang Hong Meng Wang MQ 34 36 0 13 Mar 2023
High-Fidelity GAN Inversion for Image Attribute Editing Tengfei Wang Yong Zhang Yanbo Fan Jue Wang Qifeng Chen DiffM 208 247 0 14 Sep 2021
Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain Honggu Liu Xiaodan Li Wenbo Zhou YueFeng Chen Yuan He Hui Xue Weiming Zhang Nenghai Yu CVBM 162 360 0 02 Mar 2021
COSMOS: Catching Out-of-Context Misinformation with Self-Supervised Learning Shivangi Aneja C. Bregler Matthias Nießner SSL 58 48 0 15 Jan 2021
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 140 1,046 0 27 Sep 2019