A Spectral Nonlocal Block for Neural Networks

4 November 2019

Lei Zhu

Papers citing "A Spectral Nonlocal Block for Neural Networks"

33 / 33 papers shown

Title
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 349 42,299 0 03 Dec 2019
Stochastic trajectory prediction with social graph network Lidan Zhang Qi She Ping Guo 41 58 0 24 Jul 2019
Compact Global Descriptor for Neural Networks Xiangyu He Ke Cheng Qiang Chen Qinghao Hu Peisong Wang Jian Cheng 43 8 0 23 Jul 2019
Neural Dynamics Discovery via Gaussian Process Recurrent Neural Networks Qi She Anqi Wu BDL 30 34 0 01 Jul 2019
Lightweight Network Architecture for Real-Time Action Recognition Alexander Kozlov Vadim Andronov Y. Gritsenko ViT 42 33 0 21 May 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 515 8,496 0 03 Jan 2019
CCNet: Criss-Cross Attention for Semantic Segmentation Zilong Huang Xinggang Wang Yunchao Wei Lichao Huang Humphrey Shi Wenyu Liu Chang Huang VOS 178 2,540 0 28 Nov 2018
Compact Generalized Non-local Network Kaiyu Yue Ming Sun Yuchen Yuan Feng Zhou Errui Ding Fuxin Xu 40 161 0 31 Oct 2018
Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks Jie Hu Li Shen Samuel Albanie Gang Sun Andrea Vedaldi 69 574 0 29 Oct 2018
$A^2$ -Nets: Double Attention Networks Yunpeng Chen Yannis Kalantidis Jianshu Li Shuicheng Yan Jiashi Feng 73 532 0 27 Oct 2018
SCAN: Self-and-Collaborative Attention Network for Video Person Re-identification Ruimao Zhang Hongbin Sun Jingyu Li Yuying Ge Liang Lin Ping Luo Xiaogang Wang 64 76 0 16 Jul 2018
Video-based Person Re-identification via 3D Convolutional Networks and Non-local Attention Xingyu Liao Lingxiao He Zhouwang Yang Chi Zhang 3DPC 61 73 0 12 Jul 2018
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 570 3,112 0 04 Jun 2018
Nonlocal Neural Networks, Nonlocal Diffusion and Nonlocal Modeling Yunzhe Tao Qi Sun Q. Du Wen Liu DiffM 40 37 0 02 Jun 2018
Revisiting Temporal Modeling for Video-based Person ReID J. Gao Ram Nevatia BDL 49 143 0 05 May 2018
Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks Zhaofan Qiu Ting Yao Tao Mei 81 1,659 0 28 Nov 2017
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? Kensho Hara Hirokatsu Kataoka Y. Satoh 3DPC 118 1,931 0 27 Nov 2017
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 257 8,888 0 21 Nov 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 376 26,365 0 05 Sep 2017
CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral Filters Ron Levie Federico Monti Xavier Bresson M. Bronstein GNN 161 659 0 22 May 2017
The Kinetics Human Action Video Dataset W. Kay João Carreira Karen Simonyan Brian Zhang Chloe Hillier ... Tim Green T. Back Apostol Natsev Mustafa Suleyman Andrew Zisserman 222 3,796 0 19 May 2017
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 419 7,431 0 04 Apr 2017
Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network Chao Peng Xiangyu Zhang Gang Yu G. Luo Jian Sun VLM SSeg 97 1,489 0 08 Mar 2017
Understanding the Effective Receptive Field in Deep Convolutional Neural Networks Wenjie Luo Yujia Li R. Urtasun R. Zemel HAI 81 1,793 0 15 Jan 2017
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 517 11,984 0 04 Dec 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 302 7,646 0 30 Jun 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 213 18,195 0 02 Jun 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 324 10,172 0 16 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.8K 193,426 0 10 Dec 2015
Convolutional Neural Networks at Constrained Time Cost Kaiming He Jian Sun 3DV 75 1,291 0 04 Dec 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.4K 39,472 0 01 Sep 2014
UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild K. Soomro Amir Zamir M. Shah CLIP VGen 111 6,134 0 03 Dec 2012
The Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains D. Shuman S. K. Narang P. Frossard Antonio Ortega P. Vandergheynst 120 3,972 0 31 Oct 2012