Graph Convolutional Label Noise Cleaner: Train a Plug-and-play Action Classifier for Anomaly Detection

18 March 2019

Papers citing "Graph Convolutional Label Noise Cleaner: Train a Plug-and-play Action Classifier for Anomaly Detection"

50 / 141 papers shown

Title
Learning Weakly Supervised Audio-Visual Violence Detection in Hyperbolic Space Xiaogang Peng Hao Wen Yikai Luo Xiao Zhou K. Yu Yigang Wang Zizhao Wu 20 10 0 30 May 2023
Audio-Visual Dataset and Method for Anomaly Detection in Traffic Videos Błażej Leporowski Arian Bakhtiarnia Nicole Bonnici A. Muscat Luca Zanella Yiming Wang Alexandros Iosifidis 19 1 0 24 May 2023
Data-driven Knowledge Fusion for Deep Multi-instance Learning Yu-Xuan Zhang Zhengchun Zhou Xingxing He A. R. Adhikary Bapi Dutta 27 1 0 24 Apr 2023
Weakly Supervised Detection of Baby Cry Weijun Tan Qi Yao Jingfeng Liu 15 1 0 19 Apr 2023
Long-Short Temporal Co-Teaching for Weakly Supervised Video Anomaly Detection Shengyang Sun Xiaojin Gong 24 18 0 31 Mar 2023
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection Shengyang Sun Xiaojin Gong 36 46 0 23 Mar 2023
Unbiased Multiple Instance Learning for Weakly Supervised Video Anomaly Detection Hui Lv Zhongqi Yue Qianru Sun Bin Luo Zhen Cui Hanwang Zhang WSOD 26 64 0 22 Mar 2023
PseudoBound: Limiting the anomaly reconstruction capability of one-class classifiers using pseudo anomalies Marcella Astrid M. Zaheer Seung-Ik Lee 26 17 0 19 Mar 2023
Dual Memory Units with Uncertainty Regulation for Weakly Supervised Video Anomaly Detection Hang Zhou Junqing Yu Wei Yang 22 64 0 10 Feb 2023
Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models Y. Liu Dingkang Yang Yan Wang Jing Liu Jun Liu Azzedine Boukerche Peng Sun Liang Song 30 80 0 10 Feb 2023
Weakly Supervised Anomaly Detection: A Survey Minqi Jiang Chaochuan Hou Ao Zheng Xiyang Hu Songqiao Han Hailiang Huang Xiangnan He Philip S. Yu Yue Zhao 25 30 0 09 Feb 2023
Graph Anomaly Detection in Time Series: A Survey Thi Kieu Khanh Ho Ali Karami Narges Armanfard AI4TS 24 5 0 31 Jan 2023
Human-Scene Network: A Novel Baseline with Self-rectifying Loss for Weakly supervised Video Anomaly Detection Snehashis Majhi Rui Dai Quan Kong Lorenzo Garattoni Gianpiero Francesca F. Brémond 3DH 27 12 0 19 Jan 2023
Graph Neural Networks in Computer Vision -- Architectures, Datasets and Common Approaches Maciej Krzywda S. Lukasik Amir H. Gandomi GNN 29 10 0 20 Dec 2022
Weakly Supervised Video Anomaly Detection Based on Cross-Batch Clustering Guidance Congqi Cao Xin Zhang Shizhou Zhang Peng Wang Yanning Zhang 24 6 0 16 Dec 2022
Uncertain Facial Expression Recognition via Multi-task Assisted Correction Y. Liu Xingming Zhang Janne Kauttonen Guoying Zhao CVBM 25 14 0 14 Dec 2022
Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges Jing Ren Feng Xia Azadeh Noori Hoshyar Charu C. Aggarwal 42 26 0 11 Dec 2022
CLIP-TSA: CLIP-Assisted Temporal Self-Attention for Weakly-Supervised Video Anomaly Detection Kevin Hyekang Joo Khoa T. Vo Kashu Yamazaki Ngan Le 19 38 0 09 Dec 2022
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 35 53 0 08 Dec 2022
Crowd-level Abnormal Behavior Detection via Multi-scale Motion Consistency Learning Linbo Luo Yuanjing Li Haiyan Yin Shangwei Xie Ruimin Hu Wen-Feng Cai 28 8 0 01 Dec 2022
Lightning Fast Video Anomaly Detection via Adversarial Knowledge Distillation Florinel-Alin Croitoru Nicolae-Cătălin Ristea D. Dascalescu Radu Tudor Ionescu F. Khan M. Shah 34 2 0 28 Nov 2022
MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection Y. Chen Zhengzhe Liu Baoheng Zhang W. Fok Xiaojuan Qi Yik-Chung Wu 10 109 0 28 Nov 2022
Minority-Oriented Vicinity Expansion with Attentive Aggregation for Video Long-Tailed Recognition WonJun Moon Hyun Seok Seong Jae-Pil Heo VLM 17 5 0 24 Nov 2022
DyAnNet: A Scene Dynamicity Guided Self-Trained Video Anomaly Detection Network T. K. Vijay Yash Raghuwanshi D. P. Dogra Heeseung Choi Ig-Jae Kim 11 17 0 02 Nov 2022
Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning Kangning Liu Weicheng Zhu Yiqiu Shen Sheng Liu N. Razavian Krzysztof J. Geras C. Fernandez‐Granda SSL 28 24 0 17 Oct 2022
Overlooked Video Classification in Weakly Supervised Video Anomaly Detection Weijun Tan Qi Yao Jingfeng Liu AI4TS 24 10 0 13 Oct 2022
Self-supervised Learning for Unintentional Action Prediction Olga Zatsarynna Yazan Abu Farha Juergen Gall SSL 38 8 0 24 Sep 2022
Weakly Supervised Two-Stage Training Scheme for Deep Video Fight Detection Model Zhenting Qi Ruike Zhu Zheyu Fu Wenhao Chai Volodymyr V. Kindratenko 19 10 0 23 Sep 2022
Real-world Video Anomaly Detection by Extracting Salient Features in Videos Yudai Watanabe Makoto Okabe Y. Harada Naoji Kashima AI4TS 16 5 0 14 Sep 2022
Towards Open Set Video Anomaly Detection Yuansheng Zhu Wentao Bao Qi Yu EDL 19 23 0 23 Aug 2022
Robust Node Classification on Graphs: Jointly from Bayesian Label Transition and Topology-based Label Propagation Jun Zhuang M. Hasan 33 20 0 21 Aug 2022
Locality-aware Attention Network with Discriminative Dynamics Learning for Weakly Supervised Anomaly Detection Yujiang Pu Xiaoyu Wu 21 11 0 11 Aug 2022
Look at Adjacent Frames: Video Anomaly Detection without Offline Training Yuqi Ouyang Guodong Shen Victor Sanchez OffRL 23 4 0 27 Jul 2022
SAVCHOI: Detecting Suspicious Activities using Dense Video Captioning with Human Object Interactions Ansh Mittal Shuvam Ghosal Rishibha Bansal 47 3 0 24 Jul 2022
SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video Anomaly Detection Antonio Bărbălău Radu Tudor Ionescu Mariana-Iuliana Georgescu J. Dueholm B. Ramachandra Kamal Nasrollahi F. Khan T. Moeslund M. Shah ViT 17 69 0 16 Jul 2022
Plug-and-Play Pseudo Label Correction Network for Unsupervised Person Re-identification Tianyi Yan Kuan Zhu Haiyun Guo Guibo Zhu Ming Tang Jinqiao Wang 25 3 0 14 Jun 2022
A Survey of Graph-based Deep Learning for Anomaly Detection in Distributed Systems Armin Danesh Pazho Ghazal Alinezhad Noghre Arnab A. Purkayastha Jagannadh Vempati Otto Martin Hamed Tabkhi GNN 18 35 0 08 Jun 2022
Anomaly detection in surveillance videos using transformer based attention model Kapil Deshpande Narinder Singh Punn S. K. Sonbhadra Sonali Agarwal ViT AI4TS 16 12 0 03 Jun 2022
Detection of Fights in Videos: A Comparison Study of Anomaly Detection and Action Recognition Weijun Tan Jingfeng Liu 18 8 0 23 May 2022
Uncertain Label Correction via Auxiliary Action Unit Graphs for Facial Expression Recognition Yang Liu Xingming Zhang Janne Kauttonen Guoying Zhao CVBM 35 16 0 23 Apr 2022
Stabilizing Adversarially Learned One-Class Novelty Detection Using Pseudo Anomalies M. Zaheer Jin-ha Lee Arif Mahmood Marcella Astrid Seung-Ik Lee AAML 12 16 0 25 Mar 2022
Learning to Adapt to Unseen Abnormal Activities under Weak Supervision Jaeyoo Park Junha Kim Bohyung Han OffRL 17 5 0 25 Mar 2022
Bayesian Nonparametric Submodular Video Partition for Robust Anomaly Detection Hitesh Sapkota Qi Yu 11 39 0 24 Mar 2022
Contrastive Transformer-based Multiple Instance Learning for Weakly Supervised Polyp Frame Detection Yu Tian Guansong Pang Fengbei Liu Yuyuan Liu Chong Wang Yuanhong Chen Johan W. Verjans G. Carneiro ViT MedIm 32 25 0 23 Mar 2022
ABN: Agent-Aware Boundary Networks for Temporal Action Proposal Generation Khoa T. Vo Kashu Yamazaki Sang Truong M. Tran Akihiro Sugimoto Ngan Le EgoV 17 9 0 16 Mar 2022
Generative Cooperative Learning for Unsupervised Video Anomaly Detection M. Zaheer Arif Mahmood M. H. Khan Mattia Segu F. I. F. Richard Yu Seung-Ik Lee AI4TS 27 130 0 08 Mar 2022
Adaptive Graph Convolutional Networks for Weakly Supervised Anomaly Detection in Videos Congqi Cao Xin Zhang Shizhou Zhang Peng Wang Yanning Zhang AI4TS 25 22 0 14 Feb 2022
Main Product Detection with Graph Networks for Fashion V. O. Yazici Longlong Yu Arnau Ramisa Luis Herranz Joost van de Weijer GNN 25 0 0 25 Jan 2022
Anomaly Crossing: New Horizons for Video Anomaly Detection as Cross-domain Few-shot Learning Guangyu Sun Zhangpu Liu Lianggong Wen Jing Shi Chenliang Xu 25 3 0 12 Dec 2021
Multimedia Datasets for Anomaly Detection: A Review Pratibha Kumari Anterpreet Kaur Bedi Mukesh Saini 22 9 0 10 Dec 2021