Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning

25 May 2016

Papers citing "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"

22 / 122 papers shown

Title
Microscopy Cell Segmentation via Convolutional LSTM Networks Assaf Arbelle Tammy Riklin-Raviv 26 73 0 29 May 2018
A neural network trained to predict future video frames mimics critical properties of biological neuronal responses and perception William Lotter Gabriel Kreiman David D. Cox 19 31 0 28 May 2018
A Neurobiological Evaluation Metric for Neural Network Model Search Nathaniel Blanchard Jeffery Kinnison Brandon RichardWebster P. Bashivan Walter J. Scheirer 19 12 0 28 May 2018
Less is More: Surgical Phase Recognition with Less Annotations through Self-Supervised Pre-training of CNN-LSTM Networks Gaurav Yengera Didier Mutter J. Marescaux N. Padoy 24 71 0 22 May 2018
Adaptive robot body learning and estimation through predictive coding Pablo Lanillos G. Cheng 11 65 0 08 May 2018
AFA-PredNet: The action modulation within predictive coding Junpei Zhong Angelo Cangelosi Xinzheng Zhang T. Ogata 11 10 0 11 Apr 2018
Stochastic Adversarial Video Prediction Alex X. Lee Richard Y. Zhang F. Ebert Pieter Abbeel Chelsea Finn Sergey Levine DRL VGen GAN 20 450 0 04 Apr 2018
When will you do what? - Anticipating Temporal Occurrences of Activities Yazan Abu Farha Alexander Richard Juergen Gall 19 189 0 03 Apr 2018
DYAN: A Dynamical Atoms-Based Network for Video Prediction Wenqian Liu Abhishek Sharma Octavia Camps M. Sznaier 9 36 0 20 Mar 2018
Deep Back-Projection Networks For Super-Resolution Muhammad Haris Gregory Shakhnarovich Norimichi Ukita SupR 11 1,318 0 07 Mar 2018
Stochastic Video Generation with a Learned Prior Emily L. Denton Rob Fergus VGen 34 525 0 21 Feb 2018
Future Frame Prediction for Anomaly Detection -- A New Baseline Wen Liu Weixin Luo Dongze Lian Shenghua Gao 3DH 16 1,058 0 28 Dec 2017
Deep Video Generation, Prediction and Completion of Human Action Sequences Haoye Cai Chunyan Bai Yu-Wing Tai Chi-Keung Tang VGen 21 143 0 23 Nov 2017
Unsupervised Representation Learning by Sorting Sequences Hsin-Ying Lee Jia-Bin Huang Maneesh Kumar Singh Ming-Hsuan Yang SSL DRL 17 533 0 03 Aug 2017
Skeleton-aided Articulated Motion Generation Yichao Yan Jingwei Xu Bingbing Ni Xiaokang Yang 3DH 24 87 0 04 Jul 2017
Sparse Coding on Stereo Video for Object Detection Sheng Y. Lundquist Melanie Mitchell Garrett T. Kenyon 29 8 0 19 May 2017
Learning Robot Activities from First-Person Human Videos Using Convolutional Future Regression Jangwon Lee Michael S. Ryoo 16 13 0 03 Mar 2017
End-to-end Learning of Driving Models from Large-scale Video Datasets Huazhe Xu Yang Gao F. I. F. Richard Yu Trevor Darrell 40 821 0 04 Dec 2016
Deep Visual Foresight for Planning Robot Motion Chelsea Finn Sergey Levine 19 776 0 03 Oct 2016
Deep Tracking on the Move: Learning to Track the World from a Moving Vehicle using Recurrent Neural Networks J. Dequaire Dushyant Rao Peter Ondruska Dominic Zeng Wang Ingmar Posner 20 20 0 29 Sep 2016
Generating Videos with Scene Dynamics Carl Vondrick Hamed Pirsiavash Antonio Torralba GAN VGen 66 1,460 0 08 Sep 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 203 7,902 0 13 Jun 2015