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Learning to Generate Long-term Future via Hierarchical Prediction

19 April 2017

Papers citing "Learning to Generate Long-term Future via Hierarchical Prediction"

50 / 211 papers shown

Title
A Variational Auto-Encoder Model for Stochastic Point Processes Nazanin Mehrasa Akash Abdu Jyothi Thibaut Durand Jiawei He Leonid Sigal Greg Mori DRL 147 60 0 05 Apr 2019
Self-Adapting Goals Allow Transfer of Predictive Models to New Tasks K. Ellefsen J. Tørresen 134 1 0 04 Apr 2019
Inserting Videos into Videos Donghoon Lee Tomas Pfister Ming-Hsuan Yang GAN 116 22 0 15 Mar 2019
Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos Romero Morais Vuong Le T. Tran Budhaditya Saha M. Mansour Svetha Venkatesh 306 295 0 08 Mar 2019
VideoFlow: A Conditional Flow-Based Model for Stochastic Video GenerationInternational Conference on Learning Representations (ICLR), 2019 Manoj Kumar Mohammad Babaeizadeh D. Erhan Chelsea Finn Sergey Levine Laurent Dinh Durk Kingma VGen 190 137 0 04 Mar 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 117 34 0 23 Feb 2019
A Neurally-Inspired Hierarchical Prediction Network for Spatiotemporal Sequence Learning and Prediction Jielin Qiu Ge Huang T. Lee 264 10 0 25 Jan 2019
How do Mixture Density RNNs Predict the Future? K. Ellefsen Charles Patrick Martin J. Tørresen 105 13 0 23 Jan 2019
Modeling Human Motion with Quaternion-based Neural Networks Dario Pavllo Christoph Feichtenhofer Michael Auli David Grangier 3DH 140 185 0 21 Jan 2019
Better Guider Predicts Future Better: Difference Guided Generative Adversarial Networks Guohao Ying Yingtian Zou Lin Wan Yiming Hu Jiashi Feng AI4TS 97 11 0 07 Jan 2019
Motion Selective Prediction for Video Frame Synthesis V. Prinet 69 1 0 25 Dec 2018
Animating Arbitrary Objects via Deep Motion Transfer Aliaksandr Siarohin Stéphane Lathuilière Sergey Tulyakov Elisa Ricci Andrii Zadaianchuk 231 373 0 20 Dec 2018
Grounded Human-Object Interaction Hotspots from Video Tushar Nagarajan Christoph Feichtenhofer Kristen Grauman 262 182 0 11 Dec 2018
Prior Networks for Detection of Adversarial Attacks A. Malinin Mark Gales AAML 152 5 0 06 Dec 2018
Disentangling Propagation and Generation for Video Prediction Hang Gao Huazhe Xu Qi-Zhi Cai Ruth Wang Feng Yu Trevor Darrell 249 90 0 02 Dec 2018
Future-State Predicting LSTM for Early Surgery Type Recognition Siddharth Kannan Gaurav Yengera Didier Mutter J. Marescaux N. Padoy 164 35 0 28 Nov 2018
Deep Learned Frame Prediction for Video Compression Serkan Sulun 74 5 0 27 Nov 2018
Learning Latent Dynamics for Planning from Pixels Danijar Hafner Timothy Lillicrap Ian S. Fischer Ruben Villegas David R Ha Honglak Lee James Davidson BDL 635 1,631 0 12 Nov 2018
Deep Photovoltaic Nowcasting Jinsong Zhang Rodrigo Verschae S. Nobuhara Jean-François Lalonde 119 180 0 15 Oct 2018
Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANs Dinesh Acharya Zhiwu Huang D. Paudel Luc Van Gool GAN 174 73 0 04 Oct 2018
FutureGAN: Anticipating the Future Frames of Video Sequences using Spatio-Temporal 3d Convolutions in Progressively Growing GANs Sandra Aigner Marco Korner AI4TS 165 77 0 02 Oct 2018
Recurrent Flow-Guided Semantic Forecasting Adam M. Terwilliger Garrick Brazil Xiaoming Liu 163 47 0 21 Sep 2018
Everybody Dance Now Caroline Chan Shiry Ginosar Tinghui Zhou Alexei A. Efros 310 815 0 22 Aug 2018
Recycle-GAN: Unsupervised Video Retargeting Aayush Bansal Shugao Ma Deva Ramanan Yaser Sheikh VGen DiffM 209 310 0 15 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 138 163 0 14 Aug 2018
Controllable Image-to-Video Translation: A Case Study on Facial Expression Generation Lijie Fan Wen-bing Huang Chuang Gan Junzhou Huang Boqing Gong CVBM 123 36 0 09 Aug 2018
Learning to Forecast and Refine Residual Motion for Image-to-Video Generation Long Zhao Xi Peng Yu Tian Mubbasir Kapadia Dimitris N. Metaxas DiffM VGen 140 103 0 26 Jul 2018
Flow-Grounded Spatial-Temporal Video Prediction from Still Images Yijun Li Chen Fang Jimei Yang Zhaowen Wang Xin Lu Ming-Hsuan Yang 3DH 259 141 0 25 Jul 2018
Future Semantic Segmentation with Convolutional LSTMBritish Machine Vision Conference (BMVC), 2018 Seyed shahabeddin Nabavi Mrigank Rochan Yang Yang Wang 112 67 0 20 Jul 2018
Video Time: Properties, Encoders and EvaluationBritish Machine Vision Conference (BMVC), 2018 Amir Ghodrati E. Gavves Cees G. M. Snoek 201 28 0 18 Jul 2018
Video Prediction with Appearance and Motion ConditionsInternational Conference on Machine Learning (ICML), 2018 Y. Jang Gunhee Kim Yale Song VGen 146 45 0 07 Jul 2018
Anytime Neural Prediction via Slicing Networks Vertically Hankook Lee Jinwoo Shin AI4CE 119 16 0 07 Jul 2018
Unsupervised Learning of Object Landmarks through Conditional Image Generation Tomas Jakab Ankush Gupta Hakan Bilen Andrea Vedaldi SSL 297 266 0 20 Jun 2018
Hierarchical Long-term Video Prediction without Supervision Nevan Wichers Ruben Villegas D. Erhan Honglak Lee VGen 215 137 0 12 Jun 2018
Learning to Decompose and Disentangle Representations for Video Prediction Jun-Ting Hsieh Bingbin Liu De-An Huang Li Fei-Fei Juan Carlos Niebles DRL 342 315 0 11 Jun 2018
Towards Binary-Valued Gates for Robust LSTM Training Zhuohan Li Di He Fei Tian Wei-neng Chen Tao Qin Liwei Wang Tie-Yan Liu MQ 131 49 0 08 Jun 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 178 31 0 28 May 2018
PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning Yunbo Wang Zhifeng Gao Mingsheng Long Jianmin Wang Philip S. Yu 308 545 0 17 Apr 2018
Unsupervised Discovery of Object Landmarks as Structural Representations Xicheng Zhang Yijie Guo Yixin Jin Yijun Luo Zhiyuan He Honglak Lee OCL 240 206 0 12 Apr 2018
Imagine This! Scripts to Compositions to Videos Tanmay Gupta Dustin Schwenk Ali Farhadi Derek Hoiem Aniruddha Kembhavi CoGe VGen 202 97 0 10 Apr 2018
When will you do what? - Anticipating Temporal Occurrences of Activities Yazan Abu Farha Alexander Richard Juergen Gall 191 202 0 03 Apr 2018
Predicting Future Instance Segmentation by Forecasting Convolutional Features Pauline Luc Camille Couprie Yann LeCun Jakob Verbeek 189 98 0 30 Mar 2018
Predicting the Future with Transformational States Andrew Jaegle Oleh Rybkin Konstantinos G. Derpanis Kostas Daniilidis 125 2 0 26 Mar 2018
3D Human Pose Estimation in the Wild by Adversarial Learning Wei Yang Wanli Ouyang Xinyu Wang Jimmy S. J. Ren Jiaming Song Xiaogang Wang 3DH 269 386 0 26 Mar 2018
Predictive Uncertainty Estimation via Prior NetworksNeural Information Processing Systems (NeurIPS), 2018 A. Malinin Mark Gales UD BDL EDL UQCV PER 469 1,027 0 28 Feb 2018
Stochastic Video Generation with a Learned Prior Emily L. Denton Rob Fergus VGen 278 553 0 21 Feb 2018
Every Smile is Unique: Landmark-Guided Diverse Smile Generation Wei Wang Xavier Alameda-Pineda Dan Xu Pascal Fua Elisa Ricci Andrii Zadaianchuk CVBM 262 70 0 06 Feb 2018
Image2GIF: Generating Cinemagraphs using Recurrent Deep Q-Networks Yipin Zhou Yale Song Tamara L. Berg GAN 107 8 0 27 Jan 2018
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis Seunghoon Hong Dingdong Yang Jongwook Choi Honglak Lee EGVM 273 350 0 16 Jan 2018
Taking Visual Motion Prediction To New HeightfieldsComputer Vision and Image Understanding (CVIU), 2017 Sébastien Ehrhardt Áron Monszpart Niloy Mitra Andrea Vedaldi 112 23 0 22 Dec 2017