Harnessing Large Language Models for Training-free Video Anomaly
Detection

Harnessing Large Language Models for Training-free Video Anomaly Detection

1 April 2024

Massimiliano Mancini

Papers citing "Harnessing Large Language Models for Training-free Video Anomaly Detection"

14 / 14 papers shown

Title
Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection SungHeon Jeong Jihong Park Mohsen Imani 43 0 0 05 May 2025
Video Summarization with Large Language Models Min Jung Lee Dayoung Gong Minsu Cho 26 0 0 15 Apr 2025
Explaining Low Perception Model Competency with High-Competency Counterfactuals Sara Pohland Claire Tomlin DiffM AAML 41 0 0 07 Apr 2025
AVadCLIP: Audio-Visual Collaboration for Robust Video Anomaly Detection Peng Wu Wanshun Su Guansong Pang Yujia Sun Qingsen Yan Peng Wang Y. Zhang VLM 50 0 0 06 Apr 2025
Can Text-to-Video Generation help Video-Language Alignment? Luca Zanella Massimiliano Mancini Willi Menapace Sergey Tulyakov Yiming Wang Elisa Ricci DiffM VGen 55 0 0 24 Mar 2025
Language-guided Open-world Video Anomaly Detection Zihao Liu Xiaoyu Wu Jianqin Wu Xuxu Wang Linlin Yang 58 0 0 17 Mar 2025
Foundation Models for Anomaly Detection: Vision and Challenges Jing Ren Tao Tang Hong Jia Haytham Fayek Xiaodong Li Suyu Ma Xiwei Xu Feng Xia 58 0 0 10 Feb 2025
Visual Large Language Models for Generalized and Specialized Applications Yifan Li Zhixin Lai Wentao Bao Zhen Tan Anh Dao Kewei Sui Jiayi Shen Dong Liu Huan Liu Yu Kong VLM 83 10 0 06 Jan 2025
Privacy-Preserving Video Anomaly Detection: A Survey J. H. Liu Y. Liu Xiaoguang Zhu 95 2 0 21 Nov 2024
Deep Learning for Video Anomaly Detection: A Review Peng Wu Chengyu Pan Yuting Yan Guansong Pang Peng Wang Yanning Zhang VLM AI4TS 37 6 0 09 Sep 2024
Holmes-VAD: Towards Unbiased and Explainable Video Anomaly Detection via Multi-modal LLM Huaxin Zhang Xiaohao Xu Xiang Wang Jialong Zuo Chuchu Han Xiaonan Huang Changxin Gao Yuehuan Wang Nong Sang 45 15 0 18 Jun 2024
Advancing Video Anomaly Detection: A Concise Review and a New Dataset Liyun Zhu Lei Wang Arjun Raj Tom Gedeon Chen Chen 21 12 0 07 Feb 2024
Video Understanding with Large Language Models: A Survey Yunlong Tang Jing Bi Siting Xu Luchuan Song Susan Liang ... Feng Zheng Jianguo Zhang Ping Luo Jiebo Luo Chenliang Xu VLM 47 81 0 29 Dec 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 2023