Unsupervised Learning of Video Representations using LSTMs

16 February 2015

Papers citing "Unsupervised Learning of Video Representations using LSTMs"

50 / 469 papers shown

Title
Action-Attending Graphic Neural Network Chaolong Li Zhen Cui Wenming Zheng Chunyan Xu Rongrong Ji Jian Yang 33 50 0 17 Nov 2017
End-to-end Video-level Representation Learning for Action Recognition Jiagang Zhu Wei Zou Zheng Zhu 25 89 0 11 Nov 2017
Predicting Scene Parsing and Motion Dynamics in the Future Xiaojie Jin Huaxin Xiao Xiaohui Shen Jimei Yang Zhe Lin Yunpeng Chen Zequn Jie Jiashi Feng Shuicheng Yan 22 76 0 09 Nov 2017
RGB-D-based Human Motion Recognition with Deep Learning: A Survey Pichao Wang W. Li P. Ogunbona Jun Wan Sergio Escalera 3DH 39 353 0 31 Oct 2017
Detecting Adversarial Attacks on Neural Network Policies with Visual Foresight Yen-Chen Lin Ming Liu Min Sun Jia-Bin Huang AAML 29 48 0 02 Oct 2017
Learning to Detect Violent Videos using Convolutional Long Short-Term Memory Swathikiran Sudhakaran Oswald Lanz 21 215 0 19 Sep 2017
Deep and Confident Prediction for Time Series at Uber Lingxue Zhu N. Laptev BDL AI4TS 41 343 0 06 Sep 2017
Visual Forecasting by Imitating Dynamics in Natural Sequences Kuo-Hao Zeng Bokui (William) Shen De-An Huang Min Sun Juan Carlos Niebles AI4TS 33 61 0 19 Aug 2017
ConvNet Architecture Search for Spatiotemporal Feature Learning Du Tran Jamie Ray Zheng Shou Shih-Fu Chang Manohar Paluri 3DPC 40 382 0 16 Aug 2017
Lattice Long Short-Term Memory for Human Action Recognition Lin Sun Kui Jia Kevin Chen Dit-Yan Yeung Bertram E. Shi Silvio Savarese 27 154 0 13 Aug 2017
Revisiting the Effectiveness of Off-the-shelf Temporal Modeling Approaches for Large-scale Video Classification Yunlong Bian Chuang Gan Xiao-Chang Liu Fu Li Xiang Long Yandong Li Heng Qi Jie Zhou Shilei Wen Yuanqing Lin 18 48 0 12 Aug 2017
Transitive Invariance for Self-supervised Visual Representation Learning Xinyu Wang Kaiming He Abhinav Gupta OOD SSL 32 179 0 09 Aug 2017
Unsupervised Representation Learning by Sorting Sequences Hsin-Ying Lee Jia-Bin Huang Maneesh Kumar Singh Ming-Hsuan Yang SSL DRL 32 534 0 03 Aug 2017
Photographic Image Synthesis with Cascaded Refinement Networks Qifeng Chen V. Koltun 26 946 0 28 Jul 2017
Recurrent Ladder Networks Isabeau Prémont-Schwarz Alexander Ilin T. Hao Antti Rasmus Rinu Boney Harri Valpola 32 41 0 28 Jul 2017
Learning audio sequence representations for acoustic event classification Zixing Zhang Ding Liu Jing Han Kun Qian Björn Schuller SSL AI4TS 46 14 0 27 Jul 2017
MoCoGAN: Decomposing Motion and Content for Video Generation Sergey Tulyakov Ming Liu Xiaodong Yang Jan Kautz GAN 93 1,131 0 17 Jul 2017
Tensor-Train Recurrent Neural Networks for Video Classification Yinchong Yang Denis Krompass Volker Tresp 33 242 0 06 Jul 2017
Skeleton-aided Articulated Motion Generation Yichao Yan Jingwei Xu Bingbing Ni Xiaokang Yang 3DH 35 87 0 04 Jul 2017
Video Imagination from a Single Image with Transformation Generation Baoyang Chen Wenmin Wang Jinzhuo Wang Xiongtao Chen EGVM VGen 33 50 0 13 Jun 2017
Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model Xingjian Shi Zhihan Gao Leonard Lausen Hao Wang Dit-Yan Yeung W. Wong W. Woo 25 791 0 12 Jun 2017
Learning by Association - A versatile semi-supervised training method for neural networks Philip Häusser A. Mordvintsev Daniel Cremers BDL 25 121 0 03 Jun 2017
Unsupervised Learning of Disentangled Representations from Video Emily L. Denton Vighnesh Birodkar DRL CoGe OOD 36 552 0 31 May 2017
Imagination improves Multimodal Translation Desmond Elliott Ákos Kádár 29 136 0 11 May 2017
Classical Planning in Deep Latent Space: Bridging the Subsymbolic-Symbolic Boundary Masataro Asai A. Fukunaga 16 170 0 29 Apr 2017
The Pose Knows: Video Forecasting by Generating Pose Futures Jacob Walker Kenneth Marino Abhinav Gupta M. Hebert 35 349 0 28 Apr 2017
Multi-Task Video Captioning with Video and Entailment Generation Ramakanth Pasunuru Joey Tianyi Zhou 33 116 0 24 Apr 2017
Body Joint guided 3D Deep Convolutional Descriptors for Action Recognition Congqi Cao Yifan Zhang Chunjie Zhang Hanqing Lu 3DH 35 66 0 24 Apr 2017
Second-order Temporal Pooling for Action Recognition A. Cherian Stephen Gould EgoV 11 29 0 23 Apr 2017
TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering Y. Jang Yale Song Youngjae Yu Youngjin Kim Gunhee Kim 34 547 0 14 Apr 2017
Predictive-Corrective Networks for Action Detection Achal Dave Olga Russakovsky Deva Ramanan AI4TS 46 55 0 12 Apr 2017
Deep Multimodal Representation Learning from Temporal Data Xitong Yang Palghat Ramesh Radha Chitta S. Madhvanath Edgar A. Bernal Jiebo Luo AI4TS 22 94 0 11 Apr 2017
Recurrent Environment Simulators Silvia Chiappa S. Racanière Daan Wierstra S. Mohamed 28 206 0 07 Apr 2017
TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition Chih-Yao Ma Min-Hung Chen Z. Kira G. Al-Regib AI4TS 32 241 0 30 Mar 2017
Predicting Deeper into the Future of Semantic Segmentation Pauline Luc Natalia Neverova Camille Couprie Jakob Verbeek Yann LeCun 23 242 0 22 Mar 2017
Encouraging LSTMs to Anticipate Actions Very Early Mohammad Sadegh Ali Akbarian F. Saleh Mathieu Salzmann Basura Fernando L. Petersson Lars Andersson 34 169 0 21 Mar 2017
Curriculum Dropout Pietro Morerio Jacopo Cavazza Riccardo Volpi René Vidal Vittorio Murino ODL 34 101 0 18 Mar 2017
Colorization as a Proxy Task for Visual Understanding Gustav Larsson Michael Maire Gregory Shakhnarovich SSL 65 494 0 11 Mar 2017
What Would You Do? Acting by Learning to Predict Adam W. Tow Niko Sünderhauf S. Shirazi Michael Milford Jurgen Leitner LM&Ro 30 6 0 08 Mar 2017
Video Frame Synthesis using Deep Voxel Flow Ziwei Liu Raymond A. Yeh Xiaoou Tang Yiming Liu A. Agarwala 38 743 0 08 Feb 2017
Deep Reinforcement Learning for Visual Object Tracking in Videos Da Zhang H. Maei Xin Eric Wang Yuan-fang Wang 23 115 0 31 Jan 2017
Transformation-Based Models of Video Sequences Joost R. van Amersfoort A. Kannan MarcÁurelio Ranzato Arthur Szlam Du Tran Soumith Chintala ViT 29 75 0 29 Jan 2017
Unsupervised Learning of Long-Term Motion Dynamics for Videos Zelun Luo Boya Peng De-An Huang Alexandre Alahi Li Fei-Fei SSL 32 193 0 07 Jan 2017
Robust LSTM-Autoencoders for Face De-Occlusion in the Wild F. Zhao Jiashi Feng Jian-jun Zhao Wenhan Yang Shuicheng Yan CVBM 14 138 0 27 Dec 2016
Structured Sequence Modeling with Graph Convolutional Recurrent Networks Youngjoo Seo M. Defferrard P. Vandergheynst Xavier Bresson GNN 36 758 0 22 Dec 2016
Asynchronous Temporal Fields for Action Recognition Gunnar A. Sigurdsson S. Divvala Ali Farhadi Abhinav Gupta BDL 24 170 0 19 Dec 2016
Disentangling Space and Time in Video with Hierarchical Variational Auto-encoders Will Grathwohl Aaron Wilson DRL 32 21 0 14 Dec 2016
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events Evan Racah Christopher Beckham Tegan Maharaj Samira Ebrahimi Kahou P. Prabhat C. Pal 27 18 0 07 Dec 2016
Video Ladder Networks Francesco Cricri Xingyang Ni Mikko Honkala Emre B. Aksu Moncef Gabbouj 33 27 0 06 Dec 2016
Action Recognition with Dynamic Image Networks Hakan Bilen Basura Fernando Efstratios Gavves Andrea Vedaldi FAtt 29 222 0 02 Dec 2016