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"

41 / 141 papers shown

Title
UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection Andra Acsintoae Andrei Florescu Mariana-Iuliana Georgescu Tudor Mare Paul Sumedrea Radu Tudor Ionescu F. Khan M. Shah AI4TS 27 86 0 16 Nov 2021
Generalized Out-of-Distribution Detection: A Survey Jingkang Yang Kaiyang Zhou Yixuan Li Ziwei Liu 185 877 0 21 Oct 2021
Synthetic Temporal Anomaly Guided End-to-End Video Anomaly Detection Marcella Astrid M. Zaheer Seung-Ik Lee AI4TS 27 45 0 19 Oct 2021
Learning Not to Reconstruct Anomalies Marcella Astrid M. Zaheer Jae-Yeong Lee Seung-Ik Lee 15 46 0 19 Oct 2021
Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction Maosen Li Siheng Chen Yangheng Zhao Ya-Qin Zhang Yanfeng Wang Qi Tian 3DH 23 74 0 25 Aug 2021
Normal Learning in Videos with Attention Prototype Network Chao Hu Fan Wu Weijie Wu Weibin Qiu Shengxin Lai 17 1 0 25 Aug 2021
Weakly-supervised Joint Anomaly Detection and Classification Snehashis Majhi Srijan Das F. Brémond Ratnakar Dash Pankaj K. Sa 19 19 0 20 Aug 2021
Weakly-Supervised Spatio-Temporal Anomaly Detection in Surveillance Video Jie Wu Wei Zhang Guanbin Li Wenhao Wu Xiao Tan Yingying Li Errui Ding Liang Lin 32 66 0 09 Aug 2021
Deep Anomaly Discovery From Unlabeled Videos via Normality Advantage and Self-Paced Refinement Guang Yu Siqi Wang Zhiping Cai Xinwang Liu Chuanfu Xu Cheng-Feng Wu 30 32 0 04 Aug 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 54 94 0 01 Jul 2021
FastAno: Fast Anomaly Detection via Spatio-temporal Patch Transformation Chaewon Park Myeongah Cho Minhyeok Lee Sangyoun Lee 16 30 0 16 Jun 2021
Dual-Modality Vehicle Anomaly Detection via Bilateral Trajectory Tracing Jingyuan Chen Guanchen Ding Yuchen Yang Wen-hui Han Kangming Xu Tianyi Gao Zhe Zhang W. Ouyang Hao Cai Zhenzhong Chen 13 19 0 09 Jun 2021
Video Anomaly Detection By The Duality Of Normality-Granted Optical Flow Hongyong Wang Xinjian Zhang Su Yang Weishan Zhang 3DH 20 7 0 10 May 2021
Cleaning Label Noise with Clusters for Minimally Supervised Anomaly Detection M. Zaheer Jin-ha Lee Marcella Astrid Arif Mahmood Seung-Ik Lee NoLa 15 29 0 30 Apr 2021
Unsupervised Multi-Source Domain Adaptation for Person Re-Identification Zechen Bai Zhigang Wang Jian Wang Diangang Hu Errui Ding 105 78 0 27 Apr 2021
Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning Boyang Wan Yuming Fang Xue Xia Jiajie Mei 17 128 0 15 Apr 2021
Global Information Guided Video Anomaly Detection Hui Lv Chunyan Xu Zhen Cui 6 3 0 14 Apr 2021
Learning Normal Dynamics in Videos with Meta Prototype Network Hui Lv Cheng Chen Zhen Cui Chunyan Xu Yong Li Jian Yang 22 139 0 14 Apr 2021
MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection Jianfeng Feng Fa-Ting Hong Weishi Zheng 30 240 0 04 Apr 2021
Learning from Pixel-Level Label Noise: A New Perspective for Semi-Supervised Semantic Segmentation Rumeng Yi Yaping Huang Q. Guan Mengyang Pu Runsheng Zhang NoLa 28 27 0 26 Mar 2021
Ano-Graph: Learning Normal Scene Contextual Graphs to Detect Video Anomalies M. PourReza Mohammadreza Salehi Mohammad Sabokrou 21 13 0 18 Mar 2021
Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning Yu Tian Guansong Pang Yuanhong Chen Rajvinder Singh Johan W. Verjans G. Carneiro AI4TS 18 291 0 25 Jan 2021
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 25 115 0 16 Dec 2020
Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey Xiaoqin Zhang Yan Hu Zunjie Xiao Jiansheng Fang Risa Higashita Jiang-Dong Liu 48 41 0 09 Dec 2020
Video Anomaly Detection by Estimating Likelihood of Representations Yuqi Ouyang Victor Sanchez 6 17 0 02 Dec 2020
CLAWS: Clustering Assisted Weakly Supervised Learning with Normalcy Suppression for Anomalous Event Detection M. Zaheer Arif Mahmood Marcella Astrid Seung-Ik Lee 15 133 0 24 Nov 2020
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning Mariana-Iuliana Georgescu Antonio Bărbălău Radu Tudor Ionescu F. Khan Marius Popescu M. Shah SSL 33 254 0 15 Nov 2020
Robust Unsupervised Video Anomaly Detection by Multi-Path Frame Prediction Xinyu Wang Zhengping Che Bo Jiang Ning Xiao Ke Yang Jian-Bo Tang Jieping Ye Jingyu Wang Q. Qi 19 136 0 05 Nov 2020
Unsupervised Video Anomaly Detection via Normalizing Flows with Implicit Latent Features Myeongah Cho Taeoh Kim Woojin Kim Suhwan Cho Sangyoun Lee 14 90 0 15 Oct 2020
A Self-Reasoning Framework for Anomaly Detection Using Video-Level Labels M. Zaheer Arif Mahmood Ho-chul Shin Seung-Ik Lee 6 80 0 27 Aug 2020
Localizing Anomalies from Weakly-Labeled Videos Hui Lv Chuanwei Zhou Chunyan Xu Zhen Cui Jian Yang 10 110 0 20 Aug 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 18 298 0 09 Jul 2020
Temporal Calibrated Regularization for Robust Noisy Label Learning Dongxian Wu Yisen Wang Zhuobin Zheng Shutao Xia NoLa 8 2 0 01 Jul 2020
Class2Simi: A Noise Reduction Perspective on Learning with Noisy Labels Songhua Wu Xiaobo Xia Tongliang Liu Bo Han Biwei Huang Nannan Wang Haifeng Liu Gang Niu NoLa 8 53 0 14 Jun 2020
Action recognition in real-world videos Waqas Sultani Qazi Ammar Arshad Chen Chen 26 2 0 22 Apr 2020
A Survey of Single-Scene Video Anomaly Detection B. Ramachandra Michael J. Jones Ranga Raju Vatsavai AI4TS 12 174 0 13 Apr 2020
Video Anomaly Detection for Smart Surveillance Sijie Zhu Cheng Chen Waqas Sultani 6 34 0 01 Apr 2020
Multi-Class Classification from Noisy-Similarity-Labeled Data Songhua Wu Xiaobo Xia Tongliang Liu Bo Han Biwei Huang Nannan Wang Haifeng Liu Gang Niu NoLa 6 12 0 16 Feb 2020
Physical-Virtual Collaboration Modeling for Intra-and Inter-Station Metro Ridership Prediction Lingbo Liu Jingwen Chen Hefeng Wu Jiajie Zhen Guanbin Li Liang Lin 13 9 0 14 Jan 2020
History-based Anomaly Detector: an Adversarial Approach to Anomaly Detection Pierrick Chatillon C. Ballester AAML 18 6 0 26 Dec 2019
Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey G. Algan ilkay Ulusoy NoLa VLM 19 322 0 11 Dec 2019