Unsupervised Learning of Video Representations using LSTMs

16 February 2015

Papers citing "Unsupervised Learning of Video Representations using LSTMs"

50 / 469 papers shown

Title
Object-Centric Representation Learning from Unlabeled Videos Ruohan Gao Dinesh Jayaraman Kristen Grauman 24 36 0 01 Dec 2016
Anomaly Detection in Video Using Predictive Convolutional Long Short-Term Memory Networks J. Medel Andreas E. Savakis DRL AI4TS 30 238 0 01 Dec 2016
A Compositional Object-Based Approach to Learning Physical Dynamics Michael Chang T. Ullman Antonio Torralba J. Tenenbaum AI4CE OCL 253 439 0 01 Dec 2016
Sync-DRAW: Automatic Video Generation using Deep Recurrent Attentive Architectures Gaurav Mittal Tanya Marwah V. Balasubramanian VGen DiffM 41 67 0 30 Nov 2016
AdaScan: Adaptive Scan Pooling in Deep Convolutional Neural Networks for Human Action Recognition in Videos Amlan Kar Nishant Rai Karan Sikka Gaurav Sharma 32 152 0 24 Nov 2016
Learning Generic Sentence Representations Using Convolutional Neural Networks Zhe Gan Yunchen Pu Ricardo Henao Chunyuan Li Xiaodong He Lawrence Carin SSL 34 98 0 23 Nov 2016
A dataset and exploration of models for understanding video data through fill-in-the-blank question-answering Tegan Maharaj Nicolas Ballas Anna Rohrbach Aaron Courville C. Pal VGen 15 107 0 23 Nov 2016
A Deep Learning Approach for Joint Video Frame and Reward Prediction in Atari Games Felix Leibfried Nate Kushman Katja Hofmann 46 43 0 21 Nov 2016
Deep Temporal Linear Encoding Networks Ali Diba Vivek Sharma Luc Van Gool 21 227 0 21 Nov 2016
Self-Supervised Video Representation Learning With Odd-One-Out Networks Basura Fernando Hakan Bilen E. Gavves Stephen Gould SSL 19 450 0 21 Nov 2016
Prototypical Recurrent Unit Dingkun Long Richong Zhang Yongyi Mao 27 6 0 20 Nov 2016
Learning to Perform Physics Experiments via Deep Reinforcement Learning Misha Denil Pulkit Agrawal Tejas D. Kulkarni Tom Erez Peter W. Battaglia Nando de Freitas AI4CE 46 339 0 06 Nov 2016
Collaborative Recurrent Autoencoder: Recommend while Learning to Fill in the Blanks Hao Wang Xingjian Shi Dit-Yan Yeung BDL 29 101 0 02 Nov 2016
Video Pixel Networks Nal Kalchbrenner Aaron van den Oord Karen Simonyan Ivo Danihelka Oriol Vinyals Alex Graves Koray Kavukcuoglu 26 422 0 03 Oct 2016
Regularized Dynamic Boltzmann Machine with Delay Pruning for Unsupervised Learning of Temporal Sequences Sakyasingha Dasgupta Takayuki Yoshizumi Takayuki Osogami AI4CE 47 7 0 22 Sep 2016
Geometry-Based Next Frame Prediction from Monocular Video R. Mahjourian Martin Wicke A. Angelova MDE 19 41 0 20 Sep 2016
Generating Videos with Scene Dynamics Carl Vondrick Hamed Pirsiavash Antonio Torralba GAN VGen 109 1,462 0 08 Sep 2016
Making a Case for Learning Motion Representations with Phase S. Pintea Jan van Gemert 26 11 0 06 Sep 2016
Learning Temporal Transformations From Time-Lapse Videos Yipin Zhou Tamara L. Berg 30 148 0 27 Aug 2016
Sympathy for the Details: Dense Trajectories and Hybrid Classification Architectures for Action Recognition César Roberto de Souza Adrien Gaidon E. Vig A. Peña 27 44 0 25 Aug 2016
Depth2Action: Exploring Embedded Depth for Large-Scale Action Recognition Yi Zhu Shawn D. Newsam 27 41 0 15 Aug 2016
Discriminatively Trained Latent Ordinal Model for Video Classification Karan Sikka Gaurav Sharma 24 11 0 08 Aug 2016
Faster CNNs with Direct Sparse Convolutions and Guided Pruning Jongsoo Park Sheng Li W. Wen P. T. P. Tang Hai Helen Li Yiran Chen Pradeep Dubey 39 182 0 04 Aug 2016
Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition Jun Liu Amir Shahroudy Dong Xu Gang Wang 49 1,099 0 24 Jul 2016
Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks Tianfan Xue Jiajun Wu Katherine Bouman Bill Freeman 43 416 0 09 Jul 2016
VideoLSTM Convolves, Attends and Flows for Action Recognition Zhenyang Li E. Gavves Mihir Jain Cees G. M. Snoek 50 463 0 06 Jul 2016
Sequence-Level Knowledge Distillation Yoon Kim Alexander M. Rush 47 1,101 0 25 Jun 2016
An Uncertain Future: Forecasting from Static Images using Variational Autoencoders Jacob Walker Carl Doersch Abhinav Gupta M. Hebert VGen 15 512 0 25 Jun 2016
Convolutional Residual Memory Networks Joel Ruben Antony Moniz C. Pal 31 23 0 16 Jun 2016
Deep Recurrent Convolutional Networks for Video-based Person Re-identification: An End-to-End Approach Lin Wu Chunhua Shen Anton Van Den Hengel 37 66 0 06 Jun 2016
Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning William Lotter Gabriel Kreiman David D. Cox SSL 52 929 0 25 May 2016
Spatio-Temporal Image Boundary Extrapolation Apratim Bhattacharyya Mateusz Malinowski Mario Fritz 23 2 0 24 May 2016
Unsupervised Learning for Physical Interaction through Video Prediction Chelsea Finn Ian Goodfellow Sergey Levine 28 1,039 0 23 May 2016
Factored Temporal Sigmoid Belief Networks for Sequence Learning Jiaming Song Zhe Gan Lawrence Carin 26 10 0 22 May 2016
Going Deeper into Action Recognition: A Survey Samitha Herath Mehrtash Harandi Fatih Porikli 36 610 0 16 May 2016
Convolutional Two-Stream Network Fusion for Video Action Recognition Christoph Feichtenhofer A. Pinz Andrew Zisserman 69 2,605 0 22 Apr 2016
Walk and Learn: Facial Attribute Representation Learning from Egocentric Video and Contextual Data Jing Wang Yu Cheng Rogerio Feris EgoV CVBM 22 115 0 21 Apr 2016
Minimal Gated Unit for Recurrent Neural Networks Guoxiang Zhou Jianxin Wu Chen-Da Liu-Zhang Zhi-Hua Zhou 31 326 0 31 Mar 2016
Shuffle and Learn: Unsupervised Learning using Temporal Order Verification Ishan Misra C. L. Zitnick M. Hebert SSL 28 66 0 28 Mar 2016
Recurrent Mixture Density Network for Spatiotemporal Visual Attention Loris Bazzani Hugo Larochelle Lorenzo Torresani 26 133 0 27 Mar 2016
Audio Word2Vec: Unsupervised Learning of Audio Segment Representations using Sequence-to-sequence Autoencoder Yu-An Chung Chao-Chung Wu Chia-Hao Shen Hung-yi Lee Lin-Shan Lee AI4TS 33 182 0 03 Mar 2016
End-to-end Learning of Action Detection from Frame Glimpses in Videos Serena Yeung Olga Russakovsky Greg Mori Li Fei-Fei EgoV 38 609 0 22 Nov 2015
Learning visual groups from co-occurrences in space and time Phillip Isola Daniel Zoran Dilip Krishnan Edward H. Adelson 24 122 0 21 Nov 2015
Delving Deeper into Convolutional Networks for Learning Video Representations Nicolas Ballas L. Yao C. Pal Aaron Courville MDE 37 692 0 19 Nov 2015
Unsupervised Learning of Visual Structure using Predictive Generative Networks William Lotter Gabriel Kreiman David D. Cox GAN SSL DRL 22 132 0 19 Nov 2015
Spatio-temporal video autoencoder with differentiable memory Viorica Patraucean Ankur Handa R. Cipolla 45 307 0 19 Nov 2015
Predicting distributions with Linearizing Belief Networks Yann N. Dauphin David Grangier 34 18 0 17 Nov 2015
Deep multi-scale video prediction beyond mean square error Michaël Mathieu Camille Couprie Yann LeCun GAN 77 1,878 0 17 Nov 2015
Structural-RNN: Deep Learning on Spatio-Temporal Graphs Ashesh Jain Amir Zamir Silvio Savarese Ashutosh Saxena GNN 78 1,082 0 17 Nov 2015
Deep Kalman Filters Rahul G. Krishnan Uri Shalit David Sontag BDL AI4TS 36 370 0 16 Nov 2015