Future Video Synthesis with Object Motion Prediction

1 April 2020

Papers citing "Future Video Synthesis with Object Motion Prediction"

45 / 45 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
High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks Ruben Villegas Arkanath Pathak Harini Kannan D. Erhan Quoc V. Le Honglak Lee VGen 56 139 0 05 Nov 2019
Compositional Video Prediction Yufei Ye Maneesh Singh Abhinav Gupta Shubham Tulsiani 55 85 0 22 Aug 2019
Deep Flow-Guided Video Inpainting Rui Xu Xiaoxiao Li Bolei Zhou Chen Change Loy VGen 61 222 0 08 May 2019
Improved Conditional VRNNs for Video Prediction Lluis Castrejon Nicolas Ballas Aaron Courville VGen DRL 126 163 0 27 Apr 2019
UPSNet: A Unified Panoptic Segmentation Network Yuwen Xiong Renjie Liao Hengshuang Zhao Rui Hu Min Bai Ersin Yumer R. Urtasun SSeg 63 430 0 12 Jan 2019
SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks Yue Liu Wei Wu Qiang Wang Fangyi Zhang Junliang Xing Junjie Yan ViT 87 1,807 0 31 Dec 2018
Improving Semantic Segmentation via Video Propagation and Label Relaxation Yi Zhu Karan Sapra F. Reda Kevin J. Shih Shawn D. Newsam Andrew Tao Bryan Catanzaro 92 385 0 04 Dec 2018
Disentangling Propagation and Generation for Video Prediction Hang Gao Huazhe Xu Qi-Zhi Cai Ruth Wang Feng Yu Trevor Darrell 62 84 0 02 Dec 2018
TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents Sungwon Kim Sang-gil Lee Sibo Zhang Ruigang Yang Jaehyeon Kim Tianyi Zhou 82 423 0 06 Nov 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
Video-to-Video Synthesis Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Guilin Liu Andrew Tao Jan Kautz Bryan Catanzaro GAN VGen 96 988 0 20 Aug 2018
Uncertainty-aware Short-term Motion Prediction of Traffic Actors for Autonomous Driving Nemanja Djuric Vladan Radosavljevic Henggang Cui Thi Nguyen Fang-Chieh Chou Tsung-Han Lin Nitin Singh J. Schneider 83 206 0 17 Aug 2018
Hierarchical Long-term Video Prediction without Supervision Nevan Wichers Ruben Villegas D. Erhan Honglak Lee VGen 73 134 0 12 Jun 2018
SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints Amir Sadeghian V. Kosaraju A. Sadeghian Noriaki Hirose S. Hamid Rezatofighi Silvio Savarese 99 903 0 05 Jun 2018
Stochastic Adversarial Video Prediction Alex X. Lee Richard Y. Zhang F. Ebert Pieter Abbeel Chelsea Finn Sergey Levine DRL VGen GAN 65 453 0 04 Apr 2018
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks Agrim Gupta Justin Johnson Li Fei-Fei Silvio Savarese Alexandre Alahi GAN 163 1,916 0 29 Mar 2018
DYAN: A Dynamical Atoms-Based Network for Video Prediction Wenqian Liu Abhishek Sharma Mario Sznaier Octavia Camps 47 36 0 20 Mar 2018
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose Zhichao Yin Jianping Shi MDE 43 1,143 0 06 Mar 2018
Stochastic Video Generation with a Learned Prior Emily L. Denton Rob Fergus VGen 83 526 0 21 Feb 2018
Generative Image Inpainting with Contextual Attention Jiahui Yu Zhe Lin Jimei Yang Xiaohui Shen Xin Lu Thomas S. Huang GAN DiffM 94 2,265 0 24 Jan 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
Future Person Localization in First-Person Videos Takuma Yagi K. Mangalam Ryo Yonetani Yoichi Sato EgoV 87 166 0 30 Nov 2017
Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty Apratim Bhattacharyya Mario Fritz Bernt Schiele 73 204 0 24 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
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 251 2,444 0 07 Sep 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
Decomposing Motion and Content for Natural Video Sequence Prediction Ruben Villegas Jimei Yang Seunghoon Hong Xunyu Lin Honglak Lee 68 597 0 25 Jun 2017
Unsupervised Learning of Disentangled Representations from Video Emily L. Denton Vighnesh Birodkar DRL CoGe OOD 76 552 0 31 May 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 61 242 0 22 Mar 2017
Video Frame Synthesis using Deep Voxel Flow Ziwei Liu Raymond A. Yeh Xiaoou Tang Yiming Liu A. Agarwala 93 748 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
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 323 19,651 0 21 Nov 2016
Generating Videos with Scene Dynamics Carl Vondrick Hamed Pirsiavash Antonio Torralba GAN VGen 183 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
An Uncertain Future: Forecasting from Static Images using Variational Autoencoders Jacob Walker Carl Doersch Abhinav Gupta M. Hebert VGen 40 513 0 25 Jun 2016
Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning William Lotter Gabriel Kreiman David D. Cox SSL 88 935 0 25 May 2016
Unsupervised Learning for Physical Interaction through Video Prediction Chelsea Finn Ian Goodfellow Sergey Levine 73 1,044 0 23 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
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Spatio-temporal video autoencoder with differentiable memory Viorica Patraucean Ankur Handa R. Cipolla 87 307 0 19 Nov 2015
Deep multi-scale video prediction beyond mean square error Michaël Mathieu Camille Couprie Yann LeCun GAN 124 1,882 0 17 Nov 2015
Unsupervised Learning of Video Representations using LSTMs Nitish Srivastava Elman Mansimov Ruslan Salakhutdinov SSL 132 2,591 0 16 Feb 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,386 0 04 Sep 2014