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Towards a Universal Synthetic Video Detector: From Face or Background Manipulations to Fully AI-Generated Content
v1v2 (latest)

Towards a Universal Synthetic Video Detector: From Face or Background Manipulations to Fully AI-Generated Content

Computer Vision and Pattern Recognition (CVPR), 2024
16 December 2024
Rohit Kundu
Hao Xiong
Vishal Mohanty
Athula Balachandran
Amit K. Roy-Chowdhury
    ViT
ArXiv (abs)PDFHTML

Papers citing "Towards a Universal Synthetic Video Detector: From Face or Background Manipulations to Fully AI-Generated Content"

5 / 5 papers shown
RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection
RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection
Tianxiao Li
Zhenglin Huang
Haiquan Wen
Yiwei He
Shuchang Lyu
Baoyuan Wu
Guangliang Cheng
134
2
0
06 Aug 2025
Seeing What Matters: Generalizable AI-generated Video Detection with Forensic-Oriented Augmentation
Seeing What Matters: Generalizable AI-generated Video Detection with Forensic-Oriented Augmentation
Riccardo Corvi
D. Cozzolino
Ekta Prashnani
Shalini De Mello
Koki Nagano
L. Verdoliva
ViT
450
3
0
20 Jun 2025
DAVID-XR1: Detecting AI-Generated Videos with Explainable Reasoning
DAVID-XR1: Detecting AI-Generated Videos with Explainable Reasoning
Yifeng Gao
Yifan Ding
Hongyu Su
Juncheng Li
Yunhan Zhao
...
Li Wang
Xin Wang
Yixu Wang
Jiabo He
Yu-Gang Jiang
VGen
348
1
0
13 Jun 2025
BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation
BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation
Haiquan Wen
Yiwei He
Zhenglin Huang
Tianxiao Li
Zihan Yu
Xingru Huang
Lu Qi
Baoyuan Wu
Xuelong Li
Guangliang Cheng
VGen
574
5
0
19 May 2025
TruthLens: Visual Grounding for Universal DeepFake Reasoning
TruthLens: Visual Grounding for Universal DeepFake Reasoning
Rohit Kundu
Shan Jia
Vishal Mohanty
Athula Balachandran
Amit K. Roy-Chowdhury
436
3
0
20 Mar 2025
1
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