Improved Conditional VRNNs for Video Prediction

27 April 2019

Aaron Courville

Papers citing "Improved Conditional VRNNs for Video Prediction"

33 / 33 papers shown

Title
Beyond the Frame: Generating 360° Panoramic Videos from Perspective Videos Rundong Luo Matthew Wallingford Ali Farhadi Noah Snavely Wei-Chiu Ma VGen 28 0 0 10 Apr 2025
Action-conditioned video data improves predictability Meenakshi Sarkar Debasish Ghose VGen 38 0 0 08 Apr 2024
Breathing Life Into Sketches Using Text-to-Video Priors Rinon Gal Yael Vinker Yuval Alaluf Amit H. Bermano Daniel Cohen-Or Ariel Shamir Gal Chechik VGen DiffM 32 29 0 21 Nov 2023
USTEP: Spatio-Temporal Predictive Learning under A Unified View Cheng Tan Jue Wang Zhangyang Gao Siyuan Li Stan Z. Li 38 1 0 09 Oct 2023
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models A. Blattmann Robin Rombach Huan Ling Tim Dockhorn Seung Wook Kim Sanja Fidler Karsten Kreis 3DGS VGen 81 1,011 0 18 Apr 2023
Explicitly Minimizing the Blur Error of Variational Autoencoders G. Bredell Kyriakos Flouris K. Chaitanya Ertunc Erdil E. Konukoglu 24 22 0 12 Apr 2023
Towards End-to-End Generative Modeling of Long Videos with Memory-Efficient Bidirectional Transformers Jaehoon Yoo Semin Kim Doyup Lee Chiheon Kim Seunghoon Hong 31 3 0 20 Mar 2023
Learning from Predictions: Fusing Training and Autoregressive Inference for Long-Term Spatiotemporal Forecasts Pantelis R. Vlachas P. Koumoutsakos AI4TS AI4CE 18 7 0 22 Feb 2023
Long-horizon video prediction using a dynamic latent hierarchy Alexey Zakharov Qinghai Guo Z. Fountas 21 4 0 29 Dec 2022
Video Prediction by Efficient Transformers Xi Ye Guillaume-Alexandre Bilodeau ViT 36 33 0 12 Dec 2022
A unified model for continuous conditional video prediction Xi Ye Guillaume-Alexandre Bilodeau AI4TS 37 7 0 11 Oct 2022
Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning Cheng Tan Zhangyang Gao Lirong Wu Yongjie Xu Jun-Xiong Xia Siyuan Li Stan Z. Li 34 107 0 24 Jun 2022
SimVP: Simpler yet Better Video Prediction Zhangyang Gao Cheng Tan Lirong Wu Stan Z. Li 33 211 0 09 Jun 2022
Cascaded Video Generation for Videos In-the-Wild Lluis Castrejon Nicolas Ballas Aaron Courville VGen 29 0 0 01 Jun 2022
MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation Vikram S. Voleti Alexia Jolicoeur-Martineau Christopher Pal DiffM VGen 13 290 0 19 May 2022
VPTR: Efficient Transformers for Video Prediction Xi Ye Guillaume-Alexandre Bilodeau ViT 21 18 0 29 Mar 2022
Stochastic Video Prediction with Structure and Motion Adil Kaan Akan Sadra Safadoust Fatma Guney VGen 24 9 0 20 Mar 2022
MSPred: Video Prediction at Multiple Spatio-Temporal Scales with Hierarchical Recurrent Networks Angel Villar-Corrales Ani J. Karapetyan Andreas Boltres Sven Behnke 19 11 0 17 Mar 2022
Diffusion Probabilistic Modeling for Video Generation Ruihan Yang Prakhar Srivastava Stephan Mandt DiffM VGen 39 255 0 16 Mar 2022
Variational Predictive Routing with Nested Subjective Timescales Alexey Zakharov Qinghai Guo Z. Fountas BDL AI4TS 40 9 0 21 Oct 2021
A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction Moitreya Chatterjee N. Ahuja A. Cherian UQCV VGen BDL 36 17 0 06 Oct 2021
Simple Video Generation using Neural ODEs David Kanaa Vikram S. Voleti Samira Ebrahimi Kahou Christopher Pal 25 20 0 07 Sep 2021
Conditional Temporal Variational AutoEncoder for Action Video Prediction Xiaogang Xu Yi Wang Liwei Wang Bei Yu Jiaya Jia VGen 26 5 0 12 Aug 2021
Hierarchical Video Generation for Complex Data Lluis Castrejon Nicolas Ballas Aaron Courville VGen 12 4 0 04 Jun 2021
Video Prediction Recalling Long-term Motion Context via Memory Alignment Learning Sangmin Lee Hak Gu Kim Dae Hwi Choi Hyungil Kim Yong Man Ro 25 102 0 02 Apr 2021
Self-Supervision by Prediction for Object Discovery in Videos Beril Besbinar P. Frossard SSL 21 7 0 09 Mar 2021
Greedy Hierarchical Variational Autoencoders for Large-Scale Video Prediction Bohan Wu Suraj Nair Roberto Martin-Martin Li Fei-Fei Chelsea Finn DRL 24 99 0 06 Mar 2021
Learning the Predictability of the Future Dídac Surís Ruoshi Liu Carl Vondrick 16 71 0 01 Jan 2021
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
Learning Predictive Models From Observation and Interaction Karl Schmeckpeper Annie Xie Oleh Rybkin Stephen Tian Kostas Daniilidis Sergey Levine Chelsea Finn DRL 25 60 0 30 Dec 2019
Keyframing the Future: Keyframe Discovery for Visual Prediction and Planning Karl Pertsch Oleh Rybkin Jingyun Yang Shenghao Zhou Konstantinos G. Derpanis Kostas Daniilidis Joseph J. Lim Andrew Jaegle VGen 42 24 0 11 Apr 2019
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 230 7,903 0 13 Jun 2015