Generating Videos with Scene Dynamics

8 September 2016

Carl Vondrick

Antonio Torralba

Papers citing "Generating Videos with Scene Dynamics"

50 / 739 papers shown

Title
Sliced Wasserstein Generative Models Jiqing Wu Zhiwu Huang Dinesh Acharya Wen Li Janine Thoma D. Paudel Luc Van Gool DiffM 14 124 0 10 Apr 2019
Relational Action Forecasting Chen Sun Abhinav Shrivastava Carl Vondrick Rahul Sukthankar Kevin Patrick Murphy Cordelia Schmid 28 79 0 08 Apr 2019
Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics Jiangliu Wang Jianbo Jiao Linchao Bao Shengfeng He Yunhui Liu W. Liu SSL 11 204 0 07 Apr 2019
Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space? Rameen Abdal Yipeng Qin Peter Wonka GAN 22 1,105 0 05 Apr 2019
Point-to-Point Video Generation Tsun-Hsuan Wang Y. Cheng Chieh Hubert Lin Hwann-Tzong Chen Min Sun VGen DiffM 11 21 0 05 Apr 2019
PaintBot: A Reinforcement Learning Approach for Natural Media Painting Biao Jia Chen Fang Jonathan Brandt Byungmoon Kim Dinesh Manocha 17 15 0 03 Apr 2019
VideoBERT: A Joint Model for Video and Language Representation Learning Chen Sun Austin Myers Carl Vondrick Kevin Patrick Murphy Cordelia Schmid VLM SSL 6 1,232 0 03 Apr 2019
Multigrid Predictive Filter Flow for Unsupervised Learning on Videos Shu Kong Charless C. Fowlkes 13 16 0 02 Apr 2019
End-to-End Time-Lapse Video Synthesis from a Single Outdoor Image Seonghyeon Nam Chongyang Ma Menglei Chai William Brendel N. Xu Seon Joo Kim GAN 9 32 0 01 Apr 2019
Fast video object segmentation with Spatio-Temporal GANs Sergi Caelles Albert Pumarola Francesc Moreno-Noguer Alberto Sanfeliu Luc Van Gool VOS 12 6 0 28 Mar 2019
Video Generation from Single Semantic Label Map Junting Pan Chengyu Wang Xu Jia Jing Shao Lu Sheng Junjie Yan Xiaogang Wang VGen 11 104 0 11 Mar 2019
Unsupervised Bi-directional Flow-based Video Generation from one Snapshot Lu Sheng Junting Pan Jiaming Guo Jing Shao Xiaogang Wang Chen Change Loy VGen 14 8 0 03 Mar 2019
Stochastic Prediction of Multi-Agent Interactions from Partial Observations Chen Sun Per Karlsson Jiajun Wu J. Tenenbaum Kevin Patrick Murphy 19 89 0 25 Feb 2019
Deep Learning for Low-Dose CT Denoising Maryam Gholizadeh-Ansari J. Alirezaie P. Babyn MedIm 6 115 0 25 Feb 2019
Generative Models for Low-Rank Video Representation and Reconstruction Rakib Hyder M. Salman Asif GAN 11 11 0 25 Feb 2019
Domain Partitioning Network Botos Csaba A. Boukhayma Viveka Kulharia A. Horváth Philip H. S. Torr GAN 6 1 0 21 Feb 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 6 1,686 0 16 Feb 2019
Learning Generative Models of Structured Signals from Their Superposition Using GANs with Application to Denoising and Demixing Mohammadreza Soltani Swayambhoo Jain Abhinav V. Sambasivan GAN DiffM 8 2 0 12 Feb 2019
Yes, we GAN: Applying Adversarial Techniques for Autonomous Driving Michal Uřičář P. Krízek David Hurych Ibrahim Sobh S. Yogamani Patrick Denny GAN 14 58 0 09 Feb 2019
A Neurally-Inspired Hierarchical Prediction Network for Spatiotemporal Sequence Learning and Prediction Jielin Qiu Ge Huang T. Lee 16 10 0 25 Jan 2019
Learning to navigate image manifolds induced by generative adversarial networks for unsupervised video generation Isabela Albuquerque João Monteiro T. Falk GAN 4 0 0 23 Jan 2019
Toward Joint Image Generation and Compression using Generative Adversarial Networks Byeongkeun Kang Subarna Tripathi Truong Thao Nguyen GAN 14 6 0 23 Jan 2019
LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators Jianan Li Jimei Yang Aaron Hertzmann Jianming Zhang Tingfa Xu GAN 11 226 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 11 11 0 07 Jan 2019
Divergence Triangle for Joint Training of Generator Model, Energy-based Model, and Inference Model Tian Han Erik Nijkamp Xiaolin Fang Mitch Hill Song-Chun Zhu Ying Nian Wu 20 67 0 28 Dec 2018
Learning Dynamic Generator Model by Alternating Back-Propagation Through Time Jianwen Xie Ruiqi Gao Zilong Zheng Song-Chun Zhu Ying Nian Wu 10 47 0 27 Dec 2018
Animating Arbitrary Objects via Deep Motion Transfer Aliaksandr Siarohin Stéphane Lathuilière Sergey Tulyakov Elisa Ricci N. Sebe 8 344 0 20 Dec 2018
TOP-GAN: Label-Free Cancer Cell Classification Using Deep Learning with a Small Training Set Moran Rubin Omer Stein N. Turko Y. Nygate Darina Roitshtain Lidor Karako I. Barnea Raja Giryes N. Shaked MedIm GAN 20 3 0 17 Dec 2018
Arbitrary Talking Face Generation via Attentional Audio-Visual Coherence Learning Hao Zhu Huaibo Huang Yi Li Aihua Zheng Ran He CVBM 11 57 0 17 Dec 2018
Grounded Human-Object Interaction Hotspots from Video Tushar Nagarajan Christoph Feichtenhofer Kristen Grauman 13 159 0 11 Dec 2018
A Survey of Unsupervised Deep Domain Adaptation Garrett Wilson D. Cook OOD 17 804 0 06 Dec 2018
StoryGAN: A Sequential Conditional GAN for Story Visualization Yitong Li Zhe Gan Yelong Shen Jingjing Liu Yu Cheng Yuexin Wu Lawrence Carin David Carlson Jianfeng Gao 19 226 0 06 Dec 2018
Learning to Take Directions One Step at a Time Qiyang Hu Adrian Waelchli Tiziano Portenier Matthias Zwicker Paolo Favaro GAN VGen 6 12 0 05 Dec 2018
Conditional Video Generation Using Action-Appearance Captions Shohei Yamamoto Antonio Tejero-de-Pablos Yoshitaka Ushiku Tatsuya Harada GAN 10 4 0 04 Dec 2018
Zoom-In-to-Check: Boosting Video Interpolation via Instance-level Discrimination Liangzhe Yuan Yibo Chen Hantian Liu Tao Kong Jianbo Shi 19 29 0 04 Dec 2018
TwoStreamVAN: Improving Motion Modeling in Video Generation Ximeng Sun Huijuan Xu Kate Saenko DiffM VGen 8 17 0 03 Dec 2018
Visual Foresight: Model-Based Deep Reinforcement Learning for Vision-Based Robotic Control F. Ebert Chelsea Finn Sudeep Dasari Annie Xie Alex X. Lee Sergey Levine SSL 15 377 0 03 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 16 681 0 03 Dec 2018
Disentangling Propagation and Generation for Video Prediction Hang Gao Huazhe Xu Qi-Zhi Cai Ruth Wang F. I. F. Richard Yu Trevor Darrell 20 84 0 02 Dec 2018
Diverse Image Synthesis from Semantic Layouts via Conditional IMLE Ke Li Tianhao Zhang Jitendra Malik DiffM 165 84 0 29 Nov 2018
Self-Supervised Spatiotemporal Feature Learning via Video Rotation Prediction Longlong Jing Xiaodong Yang Jingen Liu Yingli Tian 12 154 0 28 Nov 2018
Time-Aware and View-Aware Video Rendering for Unsupervised Representation Learning Shruti Vyas Y. S. Rawat M. Shah AI4TS 19 4 0 26 Nov 2018
Adversarial Video Compression Guided by Soft Edge Detection Sungsoo Kim Jin Soo Park C. Bampis Jaeseong Lee M. Markey A. Dimakis A. Bovik GAN 17 17 0 26 Nov 2018
Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles Dahun Kim Donghyeon Cho In So Kweon SSL 6 343 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 8 144 0 22 Nov 2018
Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics Yunbo Wang Jianjin Zhang Hongyu Zhu Mingsheng Long Jianmin Wang Philip S Yu AI4TS 20 317 0 19 Nov 2018
Learning Segmentation Masks with the Independence Prior Songmin Dai Xiaoqiang Li Lu Wang Pin Wu Weiqin Tong Yimin Chen ISeg GAN 19 3 0 12 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 14 1,391 0 12 Nov 2018
Agent Embeddings: A Latent Representation for Pole-Balancing Networks Oscar Chang Robert Kwiatkowski Siyuan Chen Hod Lipson 6 6 0 12 Nov 2018
An Interpretable Generative Model for Handwritten Digit Image Synthesis Yao Zhu Saksham Suri Pranav Kulkarni Yueru Chen Jiali Duan C.-C. Jay Kuo GAN 14 4 0 11 Nov 2018