Self-Supervised Joint Encoding of Motion and Appearance for First Person Action Recognition

10 February 2020

Papers citing "Self-Supervised Joint Encoding of Motion and Appearance for First Person Action Recognition"

39 / 39 papers shown

Title
ScaleNet: An Unsupervised Representation Learning Method for Limited Information Huili Huang M. M. Roozbahani SSL 66 806 0 03 Oct 2023
Gate-Shift Networks for Video Action Recognition Swathikiran Sudhakaran Sergio Escalera Oswald Lanz 3DPC 44 155 0 01 Dec 2019
Seeing and Hearing Egocentric Actions: How Much Can We Learn? Alejandro Cartas Jordi Luque Petia Radeva Carlos Segura Mariella Dimiccoli EgoV 26 19 0 15 Oct 2019
Multitask Learning to Improve Egocentric Action Recognition G. Kapidis R. Poppe E. V. Dam L. Noldus R. Veltkamp EgoV 45 36 0 15 Sep 2019
EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition Evangelos Kazakos Arsha Nagrani Andrew Zisserman Dima Damen EgoV 43 332 0 22 Aug 2019
Baidu-UTS Submission to the EPIC-Kitchens Action Recognition Challenge 2019 Xiaohan Wang Yu Wu Linchao Zhu Yi Yang 36 19 0 22 Jun 2019
FBK-HUPBA Submission to the EPIC-Kitchens 2019 Action Recognition Challenge Swathikiran Sudhakaran Sergio Escalera Oswald Lanz EgoV 40 6 0 21 Jun 2019
A neural network based on SPD manifold learning for skeleton-based hand gesture recognition X. Nguyen Luc Brun O. Lézoray Sébastien Bougleux 3DH 29 117 0 29 Apr 2019
H+O: Unified Egocentric Recognition of 3D Hand-Object Poses and Interactions Bugra Tekin Federica Bogo Marc Pollefeys EgoV 60 253 0 10 Apr 2019
Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics Jiangliu Wang Jianbo Jiao Linchao Bao Shengfeng He Yunhui Liu Wen Liu SSL 44 205 0 07 Apr 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 85 1,692 0 16 Feb 2019
LSTA: Long Short-Term Attention for Egocentric Action Recognition Swathikiran Sudhakaran Sergio Escalera Oswald Lanz EgoV 29 143 0 26 Nov 2018
Grasp2Vec: Learning Object Representations from Self-Supervised Grasping Eric Jang Coline Devin Vincent Vanhoucke Sergey Levine SSL 38 113 0 16 Nov 2018
Making Sense of Vision and Touch: Self-Supervised Learning of Multimodal Representations for Contact-Rich Tasks Michelle A. Lee Yuke Zhu K. Srinivasan Parth Shah Silvio Savarese Li Fei-Fei Animesh Garg Jeannette Bohg SSL 54 369 0 24 Oct 2018
Attention is All We Need: Nailing Down Object-centric Attention for Egocentric Activity Recognition Swathikiran Sudhakaran Oswald Lanz EgoV 40 81 0 31 Jul 2018
Cross Pixel Optical Flow Similarity for Self-Supervised Learning Aravindh Mahendran James Thewlis Andrea Vedaldi SSL 44 61 0 15 Jul 2018
Adding Attentiveness to the Neurons in Recurrent Neural Networks Pengfei Zhang Jianru Xue Cuiling Lan Wenjun Zeng Zhanning Gao Nanning Zheng 51 95 0 12 Jul 2018
Boosting Self-Supervised Learning via Knowledge Transfer M. Noroozi Ananth Vinjimoor Paolo Favaro Hamed Pirsiavash SSL 260 293 0 01 May 2018
Audio-Visual Scene Analysis with Self-Supervised Multisensory Features Andrew Owens Alexei A. Efros SSL 63 747 0 10 Apr 2018
Unsupervised Representation Learning by Predicting Image Rotations Spyros Gidaris Praveer Singh N. Komodakis OOD SSL DRL 174 3,272 0 21 Mar 2018
Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery Zhongzheng Ren Yong Jae Lee SSL OOD 45 212 0 24 Nov 2017
Convolutional Long Short-Term Memory Networks for Recognizing First Person Interactions Swathikiran Sudhakaran Oswald Lanz 26 40 0 19 Sep 2017
Representation Learning by Learning to Count M. Noroozi Hamed Pirsiavash Paolo Favaro SSL 42 369 0 22 Aug 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 75 807 0 08 May 2017
Time-Contrastive Networks: Self-Supervised Learning from Video P. Sermanet Corey Lynch Yevgen Chebotar Jasmine Hsu Eric Jang S. Schaal Sergey Levine SSL 72 820 0 23 Apr 2017
First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations Guillermo Garcia-Hernando Shanxin Yuan Seungryul Baek Tae-Kyun Kim EgoV 43 480 0 08 Apr 2017
Learning Features by Watching Objects Move Deepak Pathak Ross B. Girshick Piotr Dollár Trevor Darrell Bharath Hariharan SSL VOS OCL 50 523 0 19 Dec 2016
Temporal Segment Networks: Towards Good Practices for Deep Action Recognition Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao Dahua Lin Xiaoou Tang Luc Van Gool ViT 80 3,814 0 02 Aug 2016
Going Deeper into First-Person Activity Recognition Minghuang Ma Haoqi Fan Kris Kitani EgoV 44 307 0 12 May 2016
Context Encoders: Feature Learning by Inpainting Deepak Pathak Philipp Krahenbuhl Jeff Donahue Trevor Darrell Alexei A. Efros SSL 29 5,277 0 25 Apr 2016
Online Action Detection R. D. Geest E. Gavves Amir Ghodrati Zhenyang Li Cees G. M. Snoek Tinne Tuytelaars OffRL 40 152 0 21 Apr 2016
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles M. Noroozi Paolo Favaro SSL 119 2,965 0 30 Mar 2016
Colorful Image Colorization Richard Y. Zhang Phillip Isola Alexei A. Efros 97 3,524 0 28 Mar 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 111 9,266 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.1K 192,638 0 10 Dec 2015
Optical-Flow based Self-Supervised Learning of Obstacle Appearance applied to MAV Landing H. W. Ho Christophe De Wagter B. Remes Guido de Croon SSL 25 34 0 04 Sep 2015
Fast R-CNN Ross B. Girshick ObjD 236 24,933 0 30 Apr 2015
Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks Alexey Dosovitskiy Philipp Fischer Jost Tobias Springenberg Martin Riedmiller Thomas Brox OOD SSL 45 1,018 0 26 Jun 2014
Two-Stream Convolutional Networks for Action Recognition in Videos Karen Simonyan Andrew Zisserman 207 7,518 0 09 Jun 2014