Stochastic Adversarial Video Prediction

4 April 2018

Pieter Abbeel

Papers citing "Stochastic Adversarial Video Prediction"

50 / 278 papers shown

Title
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 195 13 0 22 Apr 2023
Combining Vision and Tactile Sensation for Video Prediction Willow Mandil Amir M. Ghalamzan-E. 80 4 0 21 Apr 2023
Long-Term Photometric Consistent Novel View Synthesis with Diffusion ModelsIEEE International Conference on Computer Vision (ICCV), 2023 Jason J. Yu Fereshteh Forghani Konstantinos G. Derpanis Marcus A. Brubaker DiffM 300 59 0 21 Apr 2023
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2023 A. Blattmann Robin Rombach Huan Ling Tim Dockhorn Seung Wook Kim Sanja Fidler Karsten Kreis 3DGS VGen 514 1,387 0 18 Apr 2023
MS-LSTM: Exploring Spatiotemporal Multiscale Representations in Video Prediction DomainApplied Soft Computing (Appl. Soft Comput.), 2023 Zhifeng Ma Hao Zhang Jie Liu 356 10 0 16 Apr 2023
Multi-modal learning for geospatial vegetation forecastingComputer Vision and Pattern Recognition (CVPR), 2023 V. Benson Claire Robin C. Requena-Mesa Lazaro Alonso Nuno Carvalhais José A. Cortés Zhihan Gao Nora Linscheid M. Weynants Markus Reichstein 209 23 0 28 Mar 2023
Towards End-to-End Generative Modeling of Long Videos with Memory-Efficient Bidirectional TransformersComputer Vision and Pattern Recognition (CVPR), 2023 Jaehoon Yoo Semin Kim Doyup Lee Chiheon Kim Seunghoon Hong 193 6 0 20 Mar 2023
Continual Visual Reinforcement Learning with A Life-Long World Model Wendong Zhang Wendong Zhang Geng Chen Siyu Gao Yunbo Wang Xiaokang Yang Yunbo Wang CLL 277 3 0 12 Mar 2023
MOSO: Decomposing MOtion, Scene and Object for Video PredictionComputer Vision and Pattern Recognition (CVPR), 2023 M. Sun Weining Wang Xinxin Zhu Jing Liu 210 17 0 07 Mar 2023
PlaNet-ClothPick: Effective Fabric Flattening Based on Latent Dynamic PlanningIEEE/SICE International Symposium on System Integration (SII), 2023 Halid Abdulrahim Kadi K. Terzic 193 2 0 02 Mar 2023
Anti-aliasing Predictive Coding Network for Future Video Frame Prediction Chaofan Ling Wei-Hong Li Junpei Zhong 219 0 0 13 Jan 2023
Long-horizon video prediction using a dynamic latent hierarchy Alexey Zakharov Qinghai Guo Zafeirios Fountas 157 5 0 29 Dec 2022
Predictive Coding Based Multiscale Network with Encoder-Decoder LSTM for Video Prediction Chaofan Ling Junpei Zhong Wei-Hong Li 246 3 0 22 Dec 2022
Towards Smooth Video CompositionInternational Conference on Learning Representations (ICLR), 2022 Qihang Zhang Ceyuan Yang Yujun Shen Yinghao Xu Bolei Zhou VGen 168 15 0 14 Dec 2022
Motion and Context-Aware Audio-Visual Conditioned Video PredictionBritish Machine Vision Conference (BMVC), 2022 Yating Xu Conghui Hu G. Lee VGen 333 1 0 09 Dec 2022
Efficient Video Prediction via Sparsely Conditioned Flow MatchingIEEE International Conference on Computer Vision (ICCV), 2022 A. Davtyan Sepehr Sameni Paolo Favaro VGen DiffM 210 40 0 26 Nov 2022
WALDO: Future Video Synthesis using Object Layer Decomposition and Parametric Flow PredictionIEEE International Conference on Computer Vision (ICCV), 2022 G. L. Moing Jean Ponce Cordelia Schmid 309 7 0 25 Nov 2022
SimVP: Towards Simple yet Powerful Spatiotemporal Predictive LearningIEEE transactions on multimedia (IEEE TMM), 2022 Cheng Tan Zhangyang Gao Siyuan Li Stan Z. Li VLM AI4TS 197 40 0 22 Nov 2022
SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric ModelsInternational Conference on Learning Representations (ICLR), 2022 Ziyi Wu Nikita Dvornik Klaus Greff Thomas Kipf Animesh Garg OCL BDL 310 114 0 12 Oct 2022
See, Plan, Predict: Language-guided Cognitive Planning with Video Prediction Maria Attarian Advaya Gupta Ziyi Zhou Wei Yu Igor Gilitschenski Animesh Garg LM&Ro 167 8 0 07 Oct 2022
Temporally Consistent Transformers for Video GenerationInternational Conference on Machine Learning (ICML), 2022 Wilson Yan Danijar Hafner Stephen James Pieter Abbeel DiffM 213 40 0 05 Oct 2022
LOPR: Latent Occupancy PRediction using Generative Models Bernard Lange Masha Itkina Mykel J. Kochenderfer AI4CE 261 8 0 03 Oct 2022
T3VIP: Transformation-based 3D Video PredictionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022 Iman Nematollahi Erick Rosete-Beas Seyed Mahdi B. Azad Raghunandan Rajan Katharina Eggensperger Wolfram Burgard VGen 259 1 0 19 Sep 2022
HARP: Autoregressive Latent Video Prediction with High-Fidelity Image GeneratorInternational Conference on Information Photonics (ICIP), 2022 Younggyo Seo Kimin Lee Fangchen Liu Stephen James Pieter Abbeel VGen 198 33 0 15 Sep 2022
Temporal View Synthesis of Dynamic Scenes through 3D Object Motion Estimation with Multi-Plane ImagesInternational Symposium on Mixed and Augmented Reality (ISMAR), 2022 Nagabhushan Somraj Pranali Sancheti R. Soundararajan 121 4 0 19 Aug 2022
Wildfire Forecasting with Satellite Images and Deep Generative Model T. Hoang Sang Truong Chris Schmidt VGen 130 0 0 19 Aug 2022
How Does Data Freshness Affect Real-time Supervised Learning?ACM Interational Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), 2022 Md Kamran Chowdhury Shisher Yin Sun OOD 236 28 0 15 Aug 2022
Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive LearningComputer Vision and Pattern Recognition (CVPR), 2022 Cheng Tan Zhangyang Gao Lirong Wu Yongjie Xu Jun Xia Siyuan Li Stan Z. Li 256 156 0 24 Jun 2022
MaskViT: Masked Visual Pre-Training for Video PredictionInternational Conference on Learning Representations (ICLR), 2022 Agrim Gupta Stephen Tian Yunzhi Zhang Jiajun Wu Roberto Martín-Martín Li Fei-Fei 324 134 0 23 Jun 2022
Diffusion Models for Video Prediction and Infilling Tobias Höppe Arash Mehrjou Stefan Bauer Didrik Nielsen Andrea Dittadi DiffM VGen 266 154 0 15 Jun 2022
STIP: A SpatioTemporal Information-Preserving and Perception-Augmented Model for High-Resolution Video Prediction Zheng Chang Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao 159 4 0 09 Jun 2022
SimVP: Simpler yet Better Video PredictionComputer Vision and Pattern Recognition (CVPR), 2022 Zhangyang Gao Cheng Tan Lirong Wu Stan Z. Li 277 311 0 09 Jun 2022
Patch-based Object-centric Transformers for Efficient Video Generation Wilson Yan Ryogo Okumura Stephen James Pieter Abbeel DiffM ViT 219 6 0 08 Jun 2022
Generating Long Videos of Dynamic ScenesNeural Information Processing Systems (NeurIPS), 2022 Tim Brooks Janne Hellsten M. Aittala Ting-Chun Wang Timo Aila J. Lehtinen Xuan Li Alexei A. Efros Tero Karras SyDa 226 127 0 07 Jun 2022
MS-RNN: A Flexible Multi-Scale Framework for Spatiotemporal Predictive Learning Zhifeng Ma Hao Zhang Jie Liu HAI AI4CE 474 13 0 07 Jun 2022
Cascaded Video Generation for Videos In-the-WildInternational Conference on Pattern Recognition (ICPR), 2022 Lluis Castrejon Nicolas Ballas Aaron Courville VGen 162 0 0 01 Jun 2022
Unsupervised Image Representation Learning with Deep Latent ParticlesInternational Conference on Machine Learning (ICML), 2022 Tal Daniel Aviv Tamar OCL SSL 194 17 0 31 May 2022
MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation Vikram S. Voleti Alexia Jolicoeur-Martineau Christopher Pal DiffM VGen 325 366 0 19 May 2022
Action Conditioned Tactile Prediction: case study on slip prediction Willow Mandil Kiyanoush Nazari E. AmirGhalamzan 152 19 0 19 May 2022
Diverse Video Generation from a Single Video Niv Haim Ben Feinstein Niv Granot Assaf Shocher Shai Bagon Tali Dekel Michal Irani VGen DiffM 123 2 0 11 May 2022
Synthetic Data -- what, why and how? James Jordon Lukasz Szpruch F. Houssiau M. Bottarelli Giovanni Cherubin Carsten Maple Samuel N. Cohen Adrian Weller 217 160 0 06 May 2022
STAU: A SpatioTemporal-Aware Unit for Video Prediction and BeyondIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Zheng Chang Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao 184 3 0 20 Apr 2022
Controllable Video Generation through Global and Local Motion DynamicsEuropean Conference on Computer Vision (ECCV), 2022 A. Davtyan Paolo Favaro 108 9 0 13 Apr 2022
Video Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2022 Jonathan Ho Tim Salimans Alexey A. Gritsenko William Chan Mohammad Norouzi David J. Fleet DiffM VGen 739 2,142 0 07 Apr 2022
Traffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial ProcessesNeural Information Processing Systems (NeurIPS), 2022 Christian Eichenberger M. Neun Henry Martin Pedro Herruzo M. Spanring ... Fei Tang A. Gruca Michael K Kopp David P. Kreil Sepp Hochreiter 249 22 0 31 Mar 2022
STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video PredictionComputer Vision and Pattern Recognition (CVPR), 2022 Zheng Chang Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao 124 60 0 30 Mar 2022
Reinforcement Learning with Action-Free Pre-Training from VideosInternational Conference on Machine Learning (ICML), 2022 Younggyo Seo Kimin Lee Stephen James Pieter Abbeel SSL OnRL 262 133 0 25 Mar 2022
Stochastic Video Prediction with Structure and Motion Adil Kaan Akan Sadra Safadoust Fatma Guney VGen 156 10 0 20 Mar 2022
Transframer: Arbitrary Frame Prediction with Generative Models C. Nash João Carreira Jacob Walker Iain Barr Andrew Jaegle Mateusz Malinowski Peter W. Battaglia ViT 249 44 0 17 Mar 2022
Diffusion Probabilistic Modeling for Video Generation Ruihan Yang Prakhar Srivastava Stephan Mandt DiffM VGen 482 307 0 16 Mar 2022