Unsupervised Learning of Video Representations using LSTMs

16 February 2015

Papers citing "Unsupervised Learning of Video Representations using LSTMs"

50 / 469 papers shown

Title
DynamoNet: Dynamic Action and Motion Network Ali Diba Vivek Sharma Luc Van Gool Rainer Stiefelhagen 30 110 0 25 Apr 2019
FishNet: A Camera Localizer using Deep Recurrent Networks Hsin-I Chen Sebastian Agethen Chia-Min Wu Winston H. Hsu Bing-Yu Chen 16 0 0 22 Apr 2019
Cycle-SUM: Cycle-consistent Adversarial LSTM Networks for Unsupervised Video Summarization Li-xin Yuan Francis E. H. Tay Ping Li Li Zhou Jiashi Feng 27 112 0 17 Apr 2019
Keyframing the Future: Keyframe Discovery for Visual Prediction and Planning Karl Pertsch Oleh Rybkin Jingyun Yang Shenghao Zhou Konstantinos G. Derpanis Kostas Daniilidis Joseph J. Lim Andrew Jaegle VGen 45 24 0 11 Apr 2019
Point-to-Point Video Generation Tsun-Hsuan Wang Y. Cheng Chieh Hubert Lin Hwann-Tzong Chen Min Sun VGen DiffM 16 21 0 05 Apr 2019
Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks Junkai Sun Junbo Zhang Qiaofei Li Xiuwen Yi Keli Zhang Yu Zheng AI4TS 26 163 0 19 Mar 2019
Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos Romero Morais Vuong Le T. Tran Budhaditya Saha M. Mansour Svetha Venkatesh 27 261 0 08 Mar 2019
VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation Manoj Kumar Mohammad Babaeizadeh D. Erhan Chelsea Finn Sergey Levine Laurent Dinh Durk Kingma VGen 25 131 0 04 Mar 2019
Spatiotemporal Pyramid Network for Video Action Recognition Yunbo Wang Mingsheng Long Jianmin Wang Philip S. Yu 32 227 0 04 Mar 2019
Towards Corner Case Detection for Autonomous Driving Jan-Aike Termöhlen Andreas Bär Daniel Lipinski Tim Fingscheidt AAML 27 95 0 25 Feb 2019
Generative Models for Low-Rank Video Representation and Reconstruction Rakib Hyder Ulugbek S. Kamilov GAN 27 11 0 25 Feb 2019
Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data Ling Zhang Le Lu Xiaosong Wang Robert Zhu M. Bagheri Ronald M. Summers Jianhua Yao 19 34 0 23 Feb 2019
Designing recurrent neural networks by unfolding an l1-l1 minimization algorithm Hung Duy Le Huynh Van Luong Nikos Deligiannis 21 15 0 18 Feb 2019
Peeking into the Future: Predicting Future Person Activities and Locations in Videos Junwei Liang Lu Jiang Juan Carlos Niebles Alexander G. Hauptmann Li Fei-Fei 17 376 0 11 Feb 2019
Attention-driven Tree-structured Convolutional LSTM for High Dimensional Data Understanding Bin Kong Xin Wang Junjie Bai Yi Lu Feng Gao K. Cao Qi Song Shaoting Zhang Siwei Lyu Youbing Yin 36 3 0 29 Jan 2019
A Neurally-Inspired Hierarchical Prediction Network for Spatiotemporal Sequence Learning and Prediction Jielin Qiu Ge Huang T. Lee 24 10 0 25 Jan 2019
Anomaly Detection in Road Traffic Using Visual Surveillance: A Survey Santhosh Kelathodi Kumaran D. P. Dogra P. Roy 27 134 0 24 Jan 2019
Semantic Image Networks for Human Action Recognition Sunder Ali Khowaja Seok-Lyong Lee 27 32 0 21 Jan 2019
Spatiotemporal Recurrent Convolutional Networks for Recognizing Spontaneous Micro-expressions Zhaoqiang Xia Xiaopeng Hong Xingyu Gao Xiaoyi Feng Guoying Zhao ObjD 46 187 0 15 Jan 2019
Forecasting People Trajectories and Head Poses by Jointly Reasoning on Tracklets and Vislets Irtiza Hasan Francesco Setti T. Tsesmelis Vasileios Belagiannis S. Amin Alessio Del Bue Marco Cristani Fabio Galasso 23 35 0 07 Jan 2019
Early Prediction of Alzheimer's Disease Dementia Based on Baseline Hippocampal MRI and 1-Year Follow-Up Cognitive Measures Using Deep Recurrent Neural Networks Hongming Li Yong-Xian Fan 14 58 0 05 Jan 2019
Future semantic segmentation of time-lapsed videos with large temporal displacement Talha Ahmad Siddiqui Samarth Bharadwaj 16 0 0 27 Dec 2018
3D PersonVLAD: Learning Deep Global Representations for Video-based Person Re-identification Lin Wu Yang Wang Ling Shao Ming Wang 3DPC 19 94 0 26 Dec 2018
Effective Feature Learning with Unsupervised Learning for Improving the Predictive Models in Massive Open Online Courses Mucong Ding Kai Yang Dit-Yan Yeung T. Pong SSL 10 19 0 12 Dec 2018
Grounded Human-Object Interaction Hotspots from Video Tushar Nagarajan Christoph Feichtenhofer Kristen Grauman 29 159 0 11 Dec 2018
Towards Accurate Generative Models of Video: A New Metric & Challenges Thomas Unterthiner Sjoerd van Steenkiste Karol Kurach Raphaël Marinier Marcin Michalski Sylvain Gelly EGVM VGen 27 693 0 03 Dec 2018
Disentangling Propagation and Generation for Video Prediction Hang Gao Huazhe Xu Qi-Zhi Cai Ruth Wang Feng Yu Trevor Darrell 23 84 0 02 Dec 2018
Diverse Image Synthesis from Semantic Layouts via Conditional IMLE Ke Li Tianhao Zhang Jitendra Malik DiffM 173 85 0 29 Nov 2018
Future Segmentation Using 3D Structure Suhani Vora R. Mahjourian S. Pirk A. Angelova 3DPC 27 8 0 28 Nov 2018
Time-Aware and View-Aware Video Rendering for Unsupervised Representation Learning Shruti Vyas Yogesh S Rawat M. Shah AI4TS 33 4 0 26 Nov 2018
Attentioned Convolutional LSTM InpaintingNetwork for Anomaly Detection in Videos Itamar Ben-Ari Ravid Shwartz-Ziv 24 7 0 26 Nov 2018
Conditional Recurrent Flow: Conditional Generation of Longitudinal Samples with Applications to Neuroimaging Seong Jae Hwang Zirui Tao Won Hwa Kim Vikas Singh MedIm 33 12 0 24 Nov 2018
Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN Masaki Saito Shunta Saito Masanori Koyama Sosuke Kobayashi 35 145 0 22 Nov 2018
A General Method for Amortizing Variational Filtering Joseph Marino Milan Cvitkovic Yisong Yue 27 34 0 13 Nov 2018
Adversarial Learning-Based On-Line Anomaly Monitoring for Assured Autonomy Naman Patel Apoorva Nandini Saridena A. Choromańska Prashanth Krishnamurthy Farshad Khorrami 20 18 0 12 Nov 2018
Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations Alexander Ororbia A. Mali C. Lee Giles Daniel Kifer 29 63 0 17 Oct 2018
Learning to Read by Spelling: Towards Unsupervised Text Recognition Ankush Gupta Andrea Vedaldi Andrew Zisserman SSL 25 20 0 23 Sep 2018
Recurrent Flow-Guided Semantic Forecasting Adam M. Terwilliger Garrick Brazil Xiaoming Liu 21 46 0 21 Sep 2018
Long-Term Occupancy Grid Prediction Using Recurrent Neural Networks M. Schreiber S. Hörmann Klaus C. J. Dietmayer 24 63 0 11 Sep 2018
Unsupervised Learning of View-invariant Action Representations Junnan Li Yongkang Wong Qi Zhao Mohan Kankanhalli SSL 34 99 0 06 Sep 2018
YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark N. Xu L. Yang Yuchen Fan Dingcheng Yue Yuchen Liang Jianchao Yang Thomas Huang VOS 31 523 0 06 Sep 2018
YouTube-VOS: Sequence-to-Sequence Video Object Segmentation N. Xu L. Yang Yuchen Fan Jianchao Yang Dingcheng Yue Yuchen Liang Brian L. Price Scott D. Cohen Thomas Huang VOS 10 453 0 03 Sep 2018
Stochastic Dynamics for Video Infilling Qiangeng Xu Hanwang Zhang Weiyue Wang P. Belhumeur Ulrich Neumann DiffM VGen 38 19 0 01 Sep 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 31 71 0 14 Aug 2018
MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics Xinchen Yan Akash Rastogi Ruben Villegas Kalyan Sunkavalli Eli Shechtman Sunil Hadap Ersin Yumer Honglak Lee 30 150 0 14 Aug 2018
Where-and-When to Look: Deep Siamese Attention Networks for Video-based Person Re-identification Lin Wu Yuanda Wang Junbin Gao Xue Li 24 193 0 03 Aug 2018
Towards Machine Learning on data from Professional Cyclists Agrin Hilmkil Oscar Ivarsson Moa Johansson D. Kuylenstierna T. V. Erp 13 12 0 01 Aug 2018
Pose Guided Human Video Generation Ceyuan Yang Zhe Wang Xinge Zhu Chen Huang Jianping Shi Dahua Lin GAN 22 145 0 30 Jul 2018
Video Time: Properties, Encoders and Evaluation Amir Ghodrati E. Gavves Cees G. M. Snoek 19 25 0 18 Jul 2018
Recurrent Auto-Encoder Model for Large-Scale Industrial Sensor Signal Analysis Timothy Wong Zhiyuan Luo 11 12 0 10 Jul 2018