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Dissected 3D CNNs: Temporal Skip Connections for Efficient Online Video Processing

30 September 2020

Papers citing "Dissected 3D CNNs: Temporal Skip Connections for Efficient Online Video Processing"

43 / 43 papers shown

Title
X3D: Expanding Architectures for Efficient Video Recognition Christoph Feichtenhofer 134 1,020 0 09 Apr 2020
STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos A. Athar Sabarinath Mahadevan Aljosa Osep Laura Leal-Taixé Bastian Leibe VOS 88 171 0 18 Mar 2020
DriverMHG: A Multi-Modal Dataset for Dynamic Recognition of Driver Micro Hand Gestures and a Real-Time Recognition Framework Okan Kopuklu Thomas Ledwon Yao Rong Neslihan Köse Gerhard Rigoll 70 23 0 02 Mar 2020
You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization Okan Kopuklu Xiangyu Wei Gerhard Rigoll 77 144 0 15 Nov 2019
CVPR19 Tracking and Detection Challenge: How crowded can it get? Patrick Dendorfer S. Hamid Rezatofighi Anton Milan Javen Qinfeng Shi Daniel Cremers Ian Reid Stefan Roth Konrad Schindler Laura Leal-Taixe VOT 45 88 0 10 Jun 2019
Talking With Your Hands: Scaling Hand Gestures and Recognition With CNNs Okan Kopuklu Yao Rong Gerhard Rigoll SLR 34 5 0 10 May 2019
Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution Yunpeng Chen Haoqi Fan Bing Xu Zhicheng Yan Yannis Kalantidis Marcus Rohrbach Shuicheng Yan Jiashi Feng 103 560 0 10 Apr 2019
Resource Efficient 3D Convolutional Neural Networks Okan Kopuklu Neslihan Köse Ahmet Gunduz Gerhard Rigoll 53 188 0 04 Apr 2019
Tracking without bells and whistles Philipp Bergmann Tim Meinhardt Laura Leal-Taixe VOT 115 910 0 13 Mar 2019
Unsupervised Tracklet Person Re-Identification Minxian Li Xiatian Zhu S. Gong 64 172 0 01 Mar 2019
Real-time Hand Gesture Detection and Classification Using Convolutional Neural Networks Okan Kopuklu Ahmet Gunduz Neslihan Köse Gerhard Rigoll 46 203 0 29 Jan 2019
Fast Online Object Tracking and Segmentation: A Unifying Approach Qiang Wang Li Zhang Luca Bertinetto Weiming Hu Philip Torr VOS 70 1,205 0 12 Dec 2018
Long-Term Feature Banks for Detailed Video Understanding Chao-Yuan Wu Christoph Feichtenhofer Haoqi Fan Kaiming He Philipp Krahenbuhl Ross B. Girshick 174 480 0 12 Dec 2018
SlowFast Networks for Video Recognition Christoph Feichtenhofer Haoqi Fan Jitendra Malik Kaiming He 166 3,274 0 10 Dec 2018
TSM: Temporal Shift Module for Efficient Video Understanding Ji Lin Chuang Gan Song Han 98 1,691 0 20 Nov 2018
GhostVLAD for set-based face recognition Yujie Zhong Relja Arandjelović Andrew Zisserman VLM CVBM 81 83 0 23 Oct 2018
A Short Note about Kinetics-600 João Carreira Eric Noland Andras Banki-Horvath Chloe Hillier Andrew Zisserman 84 528 0 03 Aug 2018
Comparator Networks Weidi Xie Li Shen Andrew Zisserman CoGe 72 76 0 30 Jul 2018
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design Ningning Ma Xiangyu Zhang Haitao Zheng Jian Sun 177 4,990 0 30 Jul 2018
Multicolumn Networks for Face Recognition Weidi Xie Andrew Zisserman CVBM 41 87 0 24 Jul 2018
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 353 2,279 0 14 Jun 2018
Diversity Regularized Spatiotemporal Attention for Video-based Person Re-identification Shuang Li Sławomir Bąk Peter Carr Xiaogang Wang 128 342 0 27 Mar 2018
CosFace: Large Margin Cosine Loss for Deep Face Recognition Haobo Wang Yitong Wang Zheng Zhou Xing Ji Dihong Gong Jin Zhou Zhifeng Li Wei Liu CVBM MQ 133 2,507 0 29 Jan 2018
A Closer Look at Spatiotemporal Convolutions for Action Recognition Du Tran Heng Wang Lorenzo Torresani Jamie Ray Yann LeCun Manohar Paluri 218 3,030 0 30 Nov 2017
Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks Zhaofan Qiu Ting Yao Tao Mei 94 1,662 0 28 Nov 2017
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? Kensho Hara Hirokatsu Kataoka Y. Satoh 3DPC 126 1,934 0 27 Nov 2017
AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual Actions Chunhui Gu Chen Sun David A. Ross Carl Vondrick C. Pantofaru ... G. Toderici Susanna Ricco Rahul Sukthankar Cordelia Schmid Jitendra Malik VGen 107 1,030 0 23 May 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 235 8,019 0 22 May 2017
Action Tubelet Detector for Spatio-Temporal Action Localization Vicky Kalogeiton Philippe Weinzaepfel V. Ferrari Cordelia Schmid 66 325 0 04 May 2017
SphereFace: Deep Hypersphere Embedding for Face Recognition Weiyang Liu Yandong Wen Zhiding Yu Ming Li Bhiksha Raj Le Song CVBM 232 2,801 0 26 Apr 2017
In Defense of the Triplet Loss for Person Re-Identification Alexander Hermans Lucas Beyer Bastian Leibe DML 78 3,206 0 22 Mar 2017
Online Real-time Multiple Spatiotemporal Action Localisation and Prediction Gurkirt Singh Suman Saha Michael Sapienza Philip Torr Fabio Cuzzolin 71 288 0 25 Nov 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 517 10,330 0 16 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 772 36,813 0 25 Aug 2016
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks Kaipeng Zhang Zhanpeng Zhang Zhifeng Li Yu Qiao CVBM 176 4,969 0 11 Apr 2016
Neural Aggregation Network for Video Face Recognition Jiaolong Yang Peiran Ren Dongqing Zhang Dong Chen Fang Wen Hongdong Li G. Hua CVBM 3DH 61 374 0 17 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
A Novel Performance Evaluation Methodology for Single-Target Trackers Matej Kristan Jirí Matas A. Leonardis Tomás Vojír R. Pflugfelder G. Fernandez G. Nebehay Fatih Porikli Luka Cehovin 79 620 0 04 Mar 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 593 12,713 0 11 Dec 2014
Long-term Recurrent Convolutional Networks for Visual Recognition and Description Jeff Donahue Lisa Anne Hendricks Marcus Rohrbach Subhashini Venugopalan S. Guadarrama Kate Saenko Trevor Darrell VLM 162 6,053 0 17 Nov 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 1.7K 39,547 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 155 6,162 0 03 Dec 2012