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Open-Vocabulary Video Anomaly Detection

13 November 2023

Peng Wu

Peng Wang

Papers citing "Open-Vocabulary Video Anomaly Detection"

24 / 24 papers shown

Title
Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection SungHeon Jeong Jihong Park Mohsen Imani 163 0 0 05 May 2025
Frequency-Guided Diffusion Model with Perturbation Training for Skeleton-Based Video Anomaly Detection Xiaofeng Tan Hongsong Wang Xin Geng Liang Wang DiffM AAML VGen 148 0 0 04 Dec 2024
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors Nicolae-Cătălin Ristea Florinel-Alin Croitoru Radu Tudor Ionescu Marius Popescu Fahad Shahbaz Khan M. Shah ViT 80 23 0 21 Jun 2023
FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation Jie Qin Jie Wu Pengxiang Yan Ming Li Ren Yuxi ... Yitong Wang Rui Wang Shilei Wen X. Pan Xingang Wang SSeg VLM 80 94 0 30 Mar 2023
Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly Detection Chen Zhang Guorong Li Yuankai Qi Shuhui Wang Laiyun Qing Qingming Huang Ming-Hsuan Yang 79 58 0 08 Dec 2022
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation Ziqi Zhou Bowen Zhang Yinjie Lei Lingqiao Liu Yifan Liu VLM 74 175 0 07 Dec 2022
Expanding Language-Image Pretrained Models for General Video Recognition Bolin Ni Houwen Peng Minghao Chen Songyang Zhang Gaofeng Meng Jianlong Fu Shiming Xiang Haibin Ling VLM CLIP ViT 106 326 0 04 Aug 2022
Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw Puzzles Guodong Wang Yunhong Wang Jie Qin Dongming Zhang Xiuguo Bao Di Huang 55 79 0 20 Jul 2022
Zero-Shot Temporal Action Detection via Vision-Language Prompting Sauradip Nag Xiatian Zhu Yi-Zhe Song Tao Xiang VLM 71 68 0 17 Jul 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 413 6,908 0 13 Apr 2022
Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection Choubo Ding Guansong Pang Chunhua Shen OOD 76 116 0 28 Mar 2022
Prompting Visual-Language Models for Efficient Video Understanding Chen Ju Tengda Han Kunhao Zheng Ya Zhang Weidi Xie VPVLM VLM 87 380 0 08 Dec 2021
DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting Yongming Rao Wenliang Zhao Guangyi Chen Yansong Tang Zheng Zhu Guan Huang Jie Zhou Jiwen Lu VLM CLIP 208 578 0 02 Dec 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 502 2,409 0 02 Sep 2021
A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction Zhian Liu Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 167 233 0 16 Aug 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 456 3,893 0 11 Feb 2021
Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning Yu Tian Guansong Pang Yuanhong Chen Rajvinder Singh Johan Verjans G. Carneiro AI4TS 83 310 0 25 Jan 2021
CLAWS: Clustering Assisted Weakly Supervised Learning with Normalcy Suppression for Anomalous Event Detection M. Zaheer Arif Mahmood Marcella Astrid Seung-Ik Lee 69 134 0 24 Nov 2020
Open-Vocabulary Object Detection Using Captions Alireza Zareian Kevin Dela Rosa Derek Hao Hu Shih-Fu Chang VLM ObjD 130 433 0 20 Nov 2020
Not only Look, but also Listen: Learning Multimodal Violence Detection under Weak Supervision Peng Wu Jing Liu Yujia Shi Yujia Sun Fang Shao Zhaoyang Wu Zhiwei Yang 58 320 0 09 Jul 2020
ERNIE 2.0: A Continual Pre-training Framework for Language Understanding Yu Sun Shuohuan Wang Yukun Li Shikun Feng Hao Tian Hua Wu Haifeng Wang CLL 87 811 0 29 Jul 2019
Graph Convolutional Label Noise Cleaner: Train a Plug-and-play Action Classifier for Anomaly Detection Jia-Xing Zhong Nannan Li Weijie Kong Shan Liu Thomas H. Li Ge Li NoLa SSL 114 406 0 18 Mar 2019
Real-world Anomaly Detection in Surveillance Videos Waqas Sultani Chen Chen M. Shah AI4TS 177 1,492 0 12 Jan 2018
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 235 8,038 0 22 May 2017