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 / 41 papers shown

Title
The Role of Video Generation in Enhancing Data-Limited Action Understanding Wei Li Dezhao Luo Dongbao Yang Zhenhang Li Weiping Wang Yu Zhou DiffM VGen 267 0 0 26 May 2025
ProDisc-VAD: An Efficient System for Weakly-Supervised Anomaly Detection in Video Surveillance Applications Tao Zhu Qi Yu Xinru Dong Shiyu Li Yue Liu Jinlong Jiang Lei Shu 60 0 0 04 May 2025
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches Guodong Shen Yuqi Ouyang Junru Lu Yixuan Yang Victor Sanchez 217 1 0 20 Apr 2025
Detection, Retrieval, and Explanation Unified: A Violence Detection System Based on Knowledge Graphs and GAT Wen-Dong Jiang Chih-Yung Chang Diptendu Sinha Roy 123 0 0 07 Jan 2025
MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation Sanggeon Yun Ryozo Masukawa Minhyoung Na Mohsen Imani 96 8 0 27 Jun 2024
Distilling Aggregated Knowledge for Weakly-Supervised Video Anomaly Detection Jash Dalvi Ali Dabouei Gunjan Dhanuka Min Xu 57 0 0 05 Jun 2024
Graph Anomaly Detection in Time Series: A Survey Thi Kieu Khanh Ho Ali Karami Narges Armanfard AI4TS 110 7 0 31 Jan 2023
AutoLoc: Weakly-supervised Temporal Action Localization Zheng Shou Hang Gao Lei Zhang K. Miyazawa Shih-Fu Chang 97 261 0 22 Jul 2018
Step-by-step Erasion, One-by-one Collection: A Weakly Supervised Temporal Action Detector Jia-Xing Zhong Nannan Li Weijie Kong Zhang Tao Thomas H. Li Ge Li 111 96 0 09 Jul 2018
Videos as Space-Time Region Graphs Xinyu Wang Abhinav Gupta 104 756 0 05 Jun 2018
Real-world Anomaly Detection in Surveillance Videos Waqas Sultani Chen Chen M. Shah AI4TS 177 1,488 0 12 Jan 2018
Future Frame Prediction for Anomaly Detection -- A New Baseline Wen Liu Weixin Luo Dongze Lian Shenghua Gao 3DH 173 1,078 0 28 Dec 2017
Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks Zhaofan Qiu Ting Yao Tao Mei 94 1,662 0 28 Nov 2017
Single Shot Temporal Action Detection Tianwei Lin Xu Zhao Zheng Shou 74 455 0 17 Oct 2017
Toward Robustness against Label Noise in Training Deep Discriminative Neural Networks Arash Vahdat NoLa 89 298 0 31 May 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 232 8,019 0 22 May 2017
Temporal Segment Networks for Action Recognition in Videos Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao Dahua Lin Xiaoou Tang Luc Van Gool ViT 114 810 0 08 May 2017
Cascaded Boundary Regression for Temporal Action Detection J. Gao Zhenheng Yang Ram Nevatia 67 220 0 02 May 2017
Temporal Action Detection with Structured Segment Networks Yue Zhao Yuanjun Xiong Limin Wang Zhirong Wu Xiaoou Tang Dahua Lin 69 915 0 20 Apr 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 354 4,709 0 15 Mar 2017
Learning from Noisy Labels with Distillation Yuncheng Li Jianchao Yang Yale Song Liangliang Cao Jiebo Luo Li Li NoLa 80 550 0 07 Mar 2017
Abnormal Event Detection in Videos using Spatiotemporal Autoencoder Yong Shean Chong Yong Haur Tay 68 541 0 06 Jan 2017
Multiple Instance Learning: A Survey of Problem Characteristics and Applications M. Carbonneau Veronika Cheplygina Eric Granger G. Gagnon 66 626 0 11 Dec 2016
Temporal Ensembling for Semi-Supervised Learning S. Laine Timo Aila UQCV 185 2,560 0 07 Oct 2016
Plug-and-Play CNN for Crowd Motion Analysis: An Application in Abnormal Event Detection Mahdyar Ravanbakhsh Moin Nabi Hossein Mousavi E. Sangineto N. Sebe 159 198 0 02 Oct 2016
Making Deep Neural Networks Robust to Label Noise: a Loss Correction Approach Giorgio Patrini A. Rozza A. Menon Richard Nock Zhuang Li NoLa 95 1,454 0 13 Sep 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 635 29,076 0 09 Sep 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 186 10,876 0 03 Jul 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 350 7,655 0 30 Jun 2016
Convolutional Two-Stream Network Fusion for Video Action Recognition Christoph Feichtenhofer A. Pinz Andrew Zisserman 163 2,611 0 22 Apr 2016
Learning Temporal Regularity in Video Sequences Mahmudul Hasan Jonghyun Choi J. Neumann Amit K. Roy-Chowdhury L. Davis 169 1,106 0 15 Apr 2016
Auxiliary Image Regularization for Deep CNNs with Noisy Labels S. Azadi Jiashi Feng Stefanie Jegelka Trevor Darrell NoLa 63 89 0 22 Nov 2015
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 344 3,283 0 17 Nov 2015
Slow and steady feature analysis: higher order temporal coherence in video Dinesh Jayaraman Kristen Grauman 78 143 0 15 Jun 2015
Patch-based Convolutional Neural Network for Whole Slide Tissue Image Classification L. Hou Dimitris Samaras Tahsin M. Kurc Yi Gao James E. Davis Joel H. Saltz MedIm 63 776 0 29 Apr 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 274 14,711 0 20 Jun 2014
Two-Stream Convolutional Networks for Action Recognition in Videos Karen Simonyan Andrew Zisserman 244 7,535 0 09 Jun 2014
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 220 4,876 0 21 Dec 2013
Classification with Asymmetric Label Noise: Consistency and Maximal Denoising Gilles Blanchard Marek Flaska G. Handy Sara Pozzi Clayton Scott NoLa 91 244 0 05 Mar 2013
Multi-Instance Learning with Any Hypothesis Class Sivan Sabato Naftali Tishby 78 45 0 11 Jul 2011