Learning Semantic-Aware Dynamics for Video Prediction

20 April 2021

Papers citing "Learning Semantic-Aware Dynamics for Video Prediction"

48 / 48 papers shown

Title
PastNet: Introducing Physical Inductive Biases for Spatio-temporal Video Prediction Hao Wu Wei Xion Fan Xu Xian-Sheng Hua C. L. Philip Chen Xiansheng Hua AI4TS 183 28 0 19 May 2023
Learning to Manipulate Individual Objects in an Image Yanchao Yang Yutong Chen Stefano Soatto OCL 93 38 0 11 Apr 2020
Future Video Synthesis with Object Motion Prediction Yue Wu Rongrong Gao Jaesik Park Qifeng Chen 53 90 0 01 Apr 2020
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction Beibei Jin Yu Hu Qiankun Tang Jingyu Niu Zhiping Shi Yinhe Han Xiaowei Li 49 96 0 23 Feb 2020
Deep Flow-Guided Video Inpainting Rui Xu Xiaoxiao Li Bolei Zhou Chen Change Loy VGen 61 222 0 08 May 2019
Deep Video Inpainting Dahun Kim Sanghyun Woo Joon-Young Lee In So Kweon 72 198 0 05 May 2019
Video Generation from Single Semantic Label Map Junting Pan Chengyu Wang Xu Jia Jing Shao Lu Sheng Junjie Yan Xiaogang Wang VGen 42 104 0 11 Mar 2019
Unsupervised Moving Object Detection via Contextual Information Separation Yanchao Yang Antonio Loquercio Davide Scaramuzza Stefano Soatto GAN 61 127 0 10 Jan 2019
Disentangling Propagation and Generation for Video Prediction Hang Gao Huazhe Xu Qi-Zhi Cai Ruth Wang Feng Yu Trevor Darrell 68 84 0 02 Dec 2018
SDCNet: Video Prediction Using Spatially-Displaced Convolution F. Reda Guilin Liu Kevin J. Shih Robert M. Kirby Jon Barker D. Tarjan Andrew Tao Bryan Catanzaro 63 149 0 02 Nov 2018
Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods Apratim Bhattacharyya Mario Fritz Bernt Schiele UQCV 72 46 0 01 Oct 2018
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 262 5,394 0 28 Sep 2018
Recurrent Flow-Guided Semantic Forecasting Adam M. Terwilliger Garrick Brazil Xiaoming Liu 51 46 0 21 Sep 2018
Video-to-Video Synthesis Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Guilin Liu Andrew Tao Jan Kautz Bryan Catanzaro GAN VGen 107 988 0 20 Aug 2018
Pose Guided Human Video Generation Ceyuan Yang Zhe Wang Xinge Zhu Chen Huang Jianping Shi Dahua Lin GAN 46 147 0 30 Jul 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 60 101 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 70 138 0 25 Jul 2018
Future Semantic Segmentation with Convolutional LSTM Seyed shahabeddin Nabavi Mrigank Rochan Yang Yang Wang 52 65 0 20 Jul 2018
Hierarchical Long-term Video Prediction without Supervision Nevan Wichers Ruben Villegas D. Erhan Honglak Lee VGen 73 134 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 180 306 0 11 Jun 2018
Image Inpainting for Irregular Holes Using Partial Convolutions Guilin Liu F. Reda Kevin J. Shih Ting-Chun Wang Andrew Tao Bryan Catanzaro 209 1,931 0 20 Apr 2018
Probabilistic Video Generation using Holistic Attribute Control Jiawei He Andreas M. Lehrmann Joseph Marino Greg Mori Leonid Sigal VGen DiffM DRL 54 77 0 21 Mar 2018
Stochastic Video Generation with a Learned Prior Emily L. Denton Rob Fergus VGen 83 526 0 21 Feb 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 444 13,143 0 07 Feb 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 377 11,795 0 11 Jan 2018
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Andrew Tao Jan Kautz Bryan Catanzaro SSeg 174 3,940 0 30 Nov 2017
Deep Video Generation, Prediction and Completion of Human Action Sequences Haoye Cai Chunyan Bai Yu-Wing Tai Chi-Keung Tang VGen 58 146 0 23 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 49 76 0 09 Nov 2017
Stochastic Variational Video Prediction Mohammad Babaeizadeh Chelsea Finn D. Erhan R. Campbell Sergey Levine DRL VGen 75 542 0 30 Oct 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 256 2,445 0 07 Sep 2017
Attentive Semantic Video Generation using Captions Tanya Marwah Gaurav Mittal V. Balasubramanian 56 72 0 20 Aug 2017
Dual Motion GAN for Future-Flow Embedded Video Prediction Xiaodan Liang Lisa Lee Wei-Ming Dai Eric Xing GAN 72 366 0 01 Aug 2017
MoCoGAN: Decomposing Motion and Content for Video Generation Sergey Tulyakov Ming-Yuan Liu Xiaodong Yang Jan Kautz GAN 131 1,147 0 17 Jul 2017
Decomposing Motion and Content for Natural Video Sequence Prediction Ruben Villegas Jimei Yang Seunghoon Hong Xunyu Lin Honglak Lee 70 597 0 25 Jun 2017
The Pose Knows: Video Forecasting by Generating Pose Futures Jacob Walker Kenneth Marino Abhinav Gupta M. Hebert 82 350 0 28 Apr 2017
Learning to Generate Long-term Future via Hierarchical Prediction Ruben Villegas Jimei Yang Yuliang Zou Sungryull Sohn Xunyu Lin Honglak Lee 61 380 0 19 Apr 2017
Predicting Deeper into the Future of Semantic Segmentation Pauline Luc Natalia Neverova Camille Couprie Jakob Verbeek Yann LeCun 68 242 0 22 Mar 2017
Video Frame Synthesis using Deep Voxel Flow Ziwei Liu Raymond A. Yeh Xiaoou Tang Yiming Liu A. Agarwala 99 748 0 08 Feb 2017
Unsupervised Learning of Long-Term Motion Dynamics for Videos Zelun Luo Boya Peng De-An Huang Alexandre Alahi Li Fei-Fei SSL 83 192 0 07 Jan 2017
Temporal Generative Adversarial Nets with Singular Value Clipping Masaki Saito Eiichi Matsumoto Shunta Saito GAN 74 449 0 21 Nov 2016
Generating Videos with Scene Dynamics Carl Vondrick Hamed Pirsiavash Antonio Torralba GAN VGen 188 1,468 0 08 Sep 2016
Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks Tianfan Xue Jiajun Wu Katherine Bouman Bill Freeman 82 415 0 09 Jul 2016
A Systematic Evaluation and Benchmark for Person Re-Identification: Features, Metrics, and Datasets Srikrishna Karanam Mengran Gou Ziyan Wu Angels Rates-Borras Mario Sznaier Richard J. Radke 92 58 0 31 May 2016
Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning William Lotter Gabriel Kreiman David D. Cox SSL 94 935 0 25 May 2016
Generative Adversarial Text to Image Synthesis Scott E. Reed Zeynep Akata Xinchen Yan Lajanugen Logeswaran Bernt Schiele Honglak Lee GAN 203 3,146 0 17 May 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.1K 11,623 0 06 Apr 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 566 7,992 0 13 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015