Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks

9 July 2016

Jiajun Wu

Papers citing "Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks"

50 / 97 papers shown

Title
Event-based Continuous Color Video Decompression from Single Frames ZiYun Wang Friedhelm Hamann Kenneth Chaney Wen Jiang Martin Braschler Kostas Daniilidis 48 5 0 30 Nov 2023
3D-IntPhys: Towards More Generalized 3D-grounded Visual Intuitive Physics under Challenging Scenes Haotian Xue Antonio Torralba J. Tenenbaum Daniel L. K. Yamins Yunzhu Li H. Tung PINN VGen AI4CE 61 8 0 22 Apr 2023
Self-Supervised Scene Dynamic Recovery from Rolling Shutter Images and Events Yangguang Wang Xiang Zhang Mingyuan Lin Lei Yu Boxin Shi Wentao Yang Gui-Song Xia 26 6 0 14 Apr 2023
Disentangling Content and Motion for Text-Based Neural Video Manipulation Levent Karacan Tolga Kerimouglu .Ismail .Inan Tolga Birdal Erkut Erdem Aykut Erdem 23 1 0 05 Nov 2022
Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance Zhihang Zhong Xiao Sun Zhirong Wu Yinqiang Zheng Stephen Lin Imari Sato 3DH 22 20 0 20 Jul 2022
Cascaded Video Generation for Videos In-the-Wild Lluis Castrejon Nicolas Ballas Aaron Courville VGen 29 0 0 01 Jun 2022
Traffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes Christian Eichenberger M. Neun Henry Martin Pedro Herruzo M. Spanring ... Fei Tang A. Gruca Michael K Kopp David P. Kreil Sepp Hochreiter 48 19 0 31 Mar 2022
KINet: Unsupervised Forward Models for Robotic Pushing Manipulation Alireza Rezazadeh Changhyun Choi SSL 3DPC 30 3 0 18 Feb 2022
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion Zihang Lai Sifei Liu Alexei A. Efros Xiaolong Wang VGen 36 31 0 06 Oct 2021
InterpolationSLAM: A Novel Robust Visual SLAM System in Rotating Scenes Zhe Zhu Ji-kai Wang 18 0 0 06 Oct 2021
Detection of GAN-synthesized street videos Omran Alamayreh Mauro Barni CVBM 26 7 0 10 Sep 2021
Unsupervised Co-part Segmentation through Assembly Qingzhe Gao Bin Wang Libin Liu Baoquan Chen 18 13 0 10 Jun 2021
Hierarchical Video Generation for Complex Data Lluis Castrejon Nicolas Ballas Aaron Courville VGen 22 4 0 04 Jun 2021
LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-Resolution and Beyond Wenbo Li Kun Zhou Lu Qi Nianjuan Jiang Jiangbo Lu Jiaya Jia 21 166 0 21 May 2021
Learning Semantic-Aware Dynamics for Video Prediction Xinzhu Bei Yanchao Yang Stefano Soatto VGen 27 31 0 20 Apr 2021
Self-Supervision by Prediction for Object Discovery in Videos Beril Besbinar P. Frossard SSL 26 7 0 09 Mar 2021
DMotion: Robotic Visuomotor Control with Unsupervised Forward Model Learned from Videos Haoqi Yuan Ruihai Wu Andrew Zhao Hanwang Zhang Zihan Ding Hao Dong 19 3 0 07 Mar 2021
Greedy Hierarchical Variational Autoencoders for Large-Scale Video Prediction Bohan Wu Suraj Nair Roberto Martin-Martin Li Fei-Fei Chelsea Finn DRL 27 99 0 06 Mar 2021
Predicting Video with VQVAE Jacob Walker Ali Razavi Aaron van den Oord DRL 22 66 0 02 Mar 2021
Meta-Learning Dynamics Forecasting Using Task Inference Rui Wang Robin G. Walters Rose Yu OOD AI4TS AI4CE 24 31 0 20 Feb 2021
AdaGrasp: Learning an Adaptive Gripper-Aware Grasping Policy Zhenjia Xu Beichun Qi Shubham Agrawal Shuran Song 27 42 0 28 Nov 2020
Improving Sequential Latent Variable Models with Autoregressive Flows Joseph Marino Lei Chen Jiawei He Stephan Mandt BDL AI4TS 30 12 0 07 Oct 2020
Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications Xuan Li Xun Huang Jiahui Yu Ting-Chun Wang Arun Mallya GAN 28 153 0 06 Aug 2020
Learning Long-term Visual Dynamics with Region Proposal Interaction Networks Haozhi Qi Xiaolong Wang Deepak Pathak Yi Ma Jitendra Malik 28 56 0 05 Aug 2020
Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View with a Reachability Prior Osama Makansi Özgün Çiçek Kevin Buchicchio Thomas Brox EgoV 30 34 0 08 Jun 2020
Nested Scale Editing for Conditional Image Synthesis Lingzhi Zhang Jiancong Wang Yinshuang Xu Jie Min Tarmily Wen J. Gee Jianbo Shi DiffM 24 3 0 03 Jun 2020
A review of radar-based nowcasting of precipitation and applicable machine learning techniques R. Prudden Samantha V. Adams D. Kangin Nial H. Robinson Suman V. Ravuri S. Mohamed A. Arribas AI4Cl OffRL 43 45 0 11 May 2020
State of the Art on Neural Rendering A. Tewari Ohad Fried Justus Thies Vincent Sitzmann Stephen Lombardi ... Christian Theobalt Maneesh Agrawala Eli Shechtman Dan B. Goldman Michael Zollhöfer 3DH 3DV 39 466 0 08 Apr 2020
Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction Vincent Le Guen Nicolas Thome AI4CE PINN 89 288 0 03 Mar 2020
Stochastic Latent Residual Video Prediction Jean-Yves Franceschi E. Delasalles Mickaël Chen Sylvain Lamprier Patrick Gallinari VGen 26 159 0 21 Feb 2020
Incorporating Symmetry into Deep Dynamics Models for Improved Generalization Rui Wang Robin G. Walters Rose Yu AI4CE 52 167 0 08 Feb 2020
Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics Ling-yu Duan Jiaying Liu Wenhan Yang Tiejun Huang Wen Gao 33 186 0 10 Jan 2020
Learning Predictive Models From Observation and Interaction Karl Schmeckpeper Annie Xie Oleh Rybkin Stephen Tian Kostas Daniilidis Sergey Levine Chelsea Finn DRL 33 60 0 30 Dec 2019
Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions Zhenyi Wang Ping Yu Yang Zhao Ruiyi Zhang Yufan Zhou Junsong Yuan Changyou Chen 19 52 0 21 Dec 2019
Predicting Long-Term Skeletal Motions by a Spatio-Temporal Hierarchical Recurrent Network Junfeng Hu Zhencheng Fan Jun Liao Li Liu 3DH 19 12 0 06 Nov 2019
Few-shot Video-to-Video Synthesis Ting-Chun Wang Ming-Yu Liu Andrew Tao Guilin Liu Jan Kautz Bryan Catanzaro DiffM VGen 39 367 0 28 Oct 2019
Multimodal Image Outpainting With Regularized Normalized Diversification Lingzhi Zhang Jiancong Wang Jianbo Shi DiffM 11 15 0 25 Oct 2019
Object landmark discovery through unsupervised adaptation Enrique Sanchez Georgios Tzimiropoulos 15 22 0 21 Oct 2019
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis Xihui Liu Guojun Yin Jing Shao Xiaogang Wang Hongsheng Li 34 205 0 15 Oct 2019
Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction Maosen Li Siheng Chen Xu Chen Ya-Qin Zhang Yanfeng Wang D. Ebert 3DH 21 183 0 05 Oct 2019
Markov Decision Process for Video Generation V. Yushchenko Nikita Araslanov Stefan Roth VGen 23 20 0 26 Sep 2019
Compositional Video Prediction Yufei Ye Maneesh Singh Abhinav Gupta Shubham Tulsiani 18 84 0 22 Aug 2019
Predicting 3D Human Dynamics from Video Jason Y. Zhang Panna Felsen Angjoo Kanazawa Jitendra Malik 3DH 24 110 0 13 Aug 2019
Variational Context: Exploiting Visual and Textual Context for Grounding Referring Expressions Yulei Niu Hanwang Zhang Zhiwu Lu Shih-Fu Chang ObjD BDL 36 24 0 08 Jul 2019
Unsupervised Learning of Object Keypoints for Perception and Control Tejas D. Kulkarni Ankush Gupta Catalin Ionescu Sebastian Borgeaud Malcolm Reynolds Andrew Zisserman Volodymyr Mnih SSL OCL 11 193 0 19 Jun 2019
Unsupervised Learning of Object Structure and Dynamics from Videos Matthias Minderer Chen Sun Ruben Villegas Forrester Cole Kevin Patrick Murphy Honglak Lee 27 149 0 19 Jun 2019
DensePhysNet: Learning Dense Physical Object Representations via Multi-step Dynamic Interactions Zhenjia Xu Jiajun Wu Andy Zeng J. Tenenbaum Shuran Song AI4CE 13 111 0 10 Jun 2019
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction Osama Makansi Eddy Ilg Özgün Çiçek Thomas Brox 27 192 0 09 Jun 2019
Precipitation nowcasting using a stochastic variational frame predictor with learned prior distribution Alexander Bihlo BDL 23 10 0 13 May 2019
Point-to-Point Video Generation Tsun-Hsuan Wang Y. Cheng Chieh Hubert Lin Hwann-Tzong Chen Min Sun VGen DiffM 13 21 0 05 Apr 2019