Learning to Generate Long-term Future via Hierarchical Prediction

19 April 2017

Papers citing "Learning to Generate Long-term Future via Hierarchical Prediction"

50 / 74 papers shown

Title
PACE: Human and Camera Motion Estimation from in-the-wild Videos Muhammed Kocabas Ye Yuan Pavlo Molchanov Yunrong Guo Michael J. Black Otmar Hilliges Jan Kautz Umar Iqbal 3DH 26 14 0 20 Oct 2023
Prior based Sampling for Adaptive LiDAR Amit Shomer S. Avidan 3DV 3DPC MDE 31 1 0 14 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 29 3 0 20 Mar 2023
Locomotion-Action-Manipulation: Synthesizing Human-Scene Interactions in Complex 3D Environments Jiye Lee Hanbyul Joo 22 37 0 09 Jan 2023
Motion and Context-Aware Audio-Visual Conditioned Video Prediction Yating Xu Conghui Hu G. Lee VGen 37 0 0 09 Dec 2022
MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video Prediction Shuliang Ning Mengcheng Lan Yanran Li Chaofeng Chen Qian Chen Xunlai Chen Xiaoguang Han Shuguang Cui 28 20 0 09 Dec 2022
Autoregressive GAN for Semantic Unconditional Head Motion Generation Louis Airale Xavier Alameda-Pineda Stéphane Lathuilière Dominique Vaufreydaz 17 3 0 02 Nov 2022
A new way of video compression via forward-referencing using deep learning S. Rajin M. Murshed M. Paul S. Teng J. Ma 14 0 0 13 Aug 2022
Large-scale Knowledge Distillation with Elastic Heterogeneous Computing Resources Ji Liu Daxiang Dong Xi Wang An Qin Xingjian Li P. Valduriez Dejing Dou Dianhai Yu 18 6 0 14 Jul 2022
SimVP: Simpler yet Better Video Prediction Zhangyang Gao Cheng Tan Lirong Wu Stan Z. Li 30 211 0 09 Jun 2022
FlexLip: A Controllable Text-to-Lip System Dan Oneaţă Beáta Lőrincz Adriana Stan H. Cucu 14 3 0 07 Jun 2022
Cascaded Video Generation for Videos In-the-Wild Lluis Castrejon Nicolas Ballas Aaron Courville VGen 29 0 0 01 Jun 2022
When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning Chuizheng Meng Sungyong Seo Defu Cao Sam Griesemer Yan Liu PINN AI4CE 34 55 0 31 Mar 2022
Stochastic Video Prediction with Structure and Motion Adil Kaan Akan Sadra Safadoust Fatma Guney VGen 21 9 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 19 37 0 17 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
Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space Steeven Janny Fabien Baradel Natalia Neverova M. Nadri Greg Mori Christian Wolf CML 33 15 0 01 Feb 2022
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras Ye Yuan Umar Iqbal Pavlo Molchanov Kris M. Kitani Jan Kautz 3DH 35 114 0 02 Dec 2021
Conditional Temporal Variational AutoEncoder for Action Video Prediction Xiaogang Xu Yi Wang Liwei Wang Bei Yu Jiaya Jia VGen 24 5 0 12 Aug 2021
Video Generation from Text Employing Latent Path Construction for Temporal Modeling Amir Mazaheri M. Shah 28 8 0 29 Jul 2021
Hierarchical Video Generation for Complex Data Lluis Castrejon Nicolas Ballas Aaron Courville VGen 12 4 0 04 Jun 2021
A Good Image Generator Is What You Need for High-Resolution Video Synthesis Yu Tian Jian Ren Menglei Chai Kyle Olszewski Xi Peng Dimitris N. Metaxas Sergey Tulyakov VGen 48 183 0 30 Apr 2021
Learning Semantic-Aware Dynamics for Video Prediction Xinzhu Bei Yanchao Yang Stefano Soatto VGen 27 31 0 20 Apr 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 22 102 0 02 Apr 2021
Synthesis of Compositional Animations from Textual Descriptions Anindita Ghosh N. Cheema Cennet Oguz Christian Theobalt P. Slusallek 29 169 0 26 Mar 2021
Predicting Video with VQVAE Jacob Walker Ali Razavi Aaron van den Oord DRL 22 66 0 02 Mar 2021
Learning to dance: A graph convolutional adversarial network to generate realistic dance motions from audio João P. Ferreira Thiago M. Coutinho Thiago L. Gomes J. F. Neto Rafael Azevedo Renato Martins Erickson R. Nascimento GAN 28 68 0 25 Nov 2020
ConvTransformer: A Convolutional Transformer Network for Video Frame Synthesis Zhouyong Liu S. Luo Wubin Li Jingben Lu Yufan Wu Shilei Sun Chunguo Li Luxi Yang ViT 17 79 0 20 Nov 2020
Game Plan: What AI can do for Football, and What Football can do for AI K. Tuyls Shayegan Omidshafiei Paul Muller Zhe Wang Jerome T. Connor ... Simon Bouton Nathalie Beauguerlange Jackson Broshear T. Graepel Demis Hassabis 33 78 0 18 Nov 2020
Learning Long-term Visual Dynamics with Region Proposal Interaction Networks Haozhi Qi Xiaolong Wang Deepak Pathak Yi-An Ma Jitendra Malik 28 56 0 05 Aug 2020
Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling Yuliang Zou Pan Ji Quoc-Huy Tran Jia-Bin Huang Manmohan Chandraker SSL 6 65 0 21 Jul 2020
Long-term Human Motion Prediction with Scene Context Zhe Cao Hang Gao K. Mangalam Qi-Zhi Cai Minh Vo Jitendra Malik 3DH 19 241 0 07 Jul 2020
Residual Force Control for Agile Human Behavior Imitation and Extended Motion Synthesis Ye Yuan Kris M. Kitani 21 73 0 12 Jun 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 25 34 0 08 Jun 2020
Photo-Realistic Video Prediction on Natural Videos of Largely Changing Frames O. Shouno GAN 24 21 0 19 Mar 2020
Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction Vincent Le Guen Nicolas Thome AI4CE PINN 89 288 0 03 Mar 2020
Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics Ling-yu Duan Jiaying Liu Wenhan Yang Tiejun Huang Wen Gao 22 186 0 10 Jan 2020
A Shape Transformation-based Dataset Augmentation Framework for Pedestrian Detection Zhe Chen Wanli Ouyang Tongliang Liu Dacheng Tao ViT 19 23 0 15 Dec 2019
Experience-Embedded Visual Foresight Yen-Chen Lin Maria Bauzá Phillip Isola 22 35 0 12 Nov 2019
High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks Ruben Villegas Arkanath Pathak Harini Kannan D. Erhan Quoc V. Le Honglak Lee VGen 16 136 0 05 Nov 2019
DwNet: Dense warp-based network for pose-guided human video generation Polina Zablotskaia Aliaksandr Siarohin Bo-Lu Zhao Leonid Sigal DiffM 3DH 32 118 0 21 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
Lifelong GAN: Continual Learning for Conditional Image Generation Mengyao Zhai Lei Chen Frederick Tung Jiawei He Megha Nawhal Greg Mori CLL 28 178 0 23 Jul 2019
Dynamic Facial Expression Generation on Hilbert Hypersphere with Conditional Wasserstein Generative Adversarial Nets N. Otberdout Mohamed Daoudi Anis Kacem Lahoucine Ballihi Stefano Berretti GAN 23 52 0 23 Jul 2019
Adversarial Video Generation on Complex Datasets Aidan Clark Jeff Donahue Karen Simonyan VGen GAN 27 74 0 15 Jul 2019
Unsupervised Learning of Object Structure and Dynamics from Videos Matthias Minderer Chen Sun Ruben Villegas Forrester Cole Kevin Patrick Murphy Honglak Lee 19 149 0 19 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 19 191 0 09 Jun 2019
Ensemble Distribution Distillation A. Malinin Bruno Mlodozeniec Mark J. F. Gales UQCV 24 230 0 30 Apr 2019
Long-Term Human Video Generation of Multiple Futures Using Poses Naoya Fushishita Antonio Tejero-de-Pablos Yusuke Mukuta Tatsuya Harada 14 9 0 16 Apr 2019