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Deep multi-scale video prediction beyond mean square error

17 November 2015

Papers citing "Deep multi-scale video prediction beyond mean square error"

50 / 842 papers shown

Title
Roundtrip: A Deep Generative Neural Density Estimator Qiao Liu Jiaze Xu R. Jiang W. Wong OT 55 4 0 20 Apr 2020
Motion and Region Aware Adversarial Learning for Fall Detection with Thermal Imaging V. Mehta Abhinav Dhall Sujata Pal Shehroz S. Khan 59 25 0 17 Apr 2020
SpeedNet: Learning the Speediness in Videos Sagie Benaim Ariel Ephrat Oran Lang Inbar Mosseri William T. Freeman Michael Rubinstein Michal Irani Tali Dekel 92 261 0 13 Apr 2020
A Review on Deep Learning Techniques for Video Prediction Sergiu Oprea P. Martinez-Gonzalez Alberto Garcia-Garcia John Alejandro Castro-Vargas S. Orts-Escolano Jose Garcia-Rodriguez Antonis Argyros 112 256 0 10 Apr 2020
Multimodal Image Synthesis with Conditional Implicit Maximum Likelihood Estimation Ke Li Shichong Peng Tianhao Zhang Jitendra Malik GAN 52 23 0 07 Apr 2020
Temporal Shift GAN for Large Scale Video Generation Andres Munoz Mohammadreza Zolfaghari Max Argus Thomas Brox EGVM 80 0 0 04 Apr 2020
Future Video Synthesis with Object Motion Prediction Yue Wu Rongrong Gao Jaesik Park Qifeng Chen 67 90 0 01 Apr 2020
Augmenting Colonoscopy using Extended and Directional CycleGAN for Lossy Image Translation Shawn Mathew Saad Nadeem Sruti Kumari Arie Kaufman 96 50 0 27 Mar 2020
Comprehensive Review of Deep Reinforcement Learning Methods and Applications in Economics Amir H. Mosavi Pedram Ghamisi Yaser Faghan Puhong Duan OffRL 76 153 0 21 Mar 2020
Temporally Coherent Embeddings for Self-Supervised Video Representation Learning Joshua Knights Ben Harwood Daniel Ward Anthony Vanderkop Olivia Mackenzie-Ross Peyman Moghadam AI4TS 102 38 0 21 Mar 2020
Predicting Real-Time Locational Marginal Prices: A GAN-Based Video Prediction Approach Zhongxia Zhang Meng Wu 27 4 0 20 Mar 2020
Photo-Realistic Video Prediction on Natural Videos of Largely Changing Frames O. Shouno GAN 88 21 0 19 Mar 2020
A Novel Online Action Detection Framework from Untrimmed Video Streams Da-Hye Yoon Nam-Gyu Cho Seong-Whan Lee 78 20 0 17 Mar 2020
GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling Yahui Liu Marco De Nadai Jian Yao N. Sebe Bruno Lepri Xavier Alameda-Pineda 93 26 0 15 Mar 2020
Transformation-based Adversarial Video Prediction on Large-Scale Data Pauline Luc Aidan Clark Sander Dieleman Diego de Las Casas Yotam Doron Albin Cassirer Karen Simonyan VGen 341 89 0 09 Mar 2020
Recommender Systems Based on Generative Adversarial Networks: A Problem-Driven Perspective Min Gao Junwei Zhang Junliang Yu Jundong Li Junhao Wen Qingyu Xiong 79 62 0 05 Mar 2020
Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction Vincent Le Guen Nicolas Thome AI4CE PINN 170 293 0 03 Mar 2020
Dimensionality reduction to maximize prediction generalization capability Takuya Isomura Taro Toyoizumi 47 17 0 01 Mar 2020
Deep Slow Motion Video Reconstruction with Hybrid Imaging System Avinash Paliwal N. Kalantari 53 29 0 27 Feb 2020
On Leveraging Pretrained GANs for Generation with Limited Data Miaoyun Zhao Yulai Cong Lawrence Carin 115 21 0 26 Feb 2020
Deep Nearest Neighbor Anomaly Detection Liron Bergman Niv Cohen Yedid Hoshen UQCV 118 161 0 24 Feb 2020
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction Beibei Jin Yu Hu Qiankun Tang Jingyu Niu Zhiping Shi Yinhe Han Xiaowei Li 60 96 0 23 Feb 2020
The Automated Inspection of Opaque Liquid Vaccines Gregory Palmer Benjamin Schnieders Rahul Savani K. Tuyls J. Fossel H. Flore MedIm 58 7 0 21 Feb 2020
Stochastic Latent Residual Video Prediction Jean-Yves Franceschi E. Delasalles Mickaël Chen Sylvain Lamprier Patrick Gallinari VGen 155 160 0 21 Feb 2020
Convolutional Tensor-Train LSTM for Spatio-temporal Learning Jiahao Su Wonmin Byeon Jean Kossaifi Furong Huang Jan Kautz Anima Anandkumar AI4TS 81 122 0 21 Feb 2020
Comparing recurrent and convolutional neural networks for predicting wave propagation Stathi Fotiadis E. Pignatelli Mario Lino Valencia C. Cantwell Amos Storkey Anil A. Bharath 91 37 0 20 Feb 2020
UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation Huaishao Luo Lei Ji Botian Shi Haoyang Huang Nan Duan Tianrui Li Jason Li Xilin Chen Ming Zhou VLM 140 438 0 15 Feb 2020
Deep Variational Luenberger-type Observer for Stochastic Video Prediction Dong Wang Feng Zhou Zheng Yan Guang Yao Zongxuan Liu Wennan Ma Cewu Lu 59 0 0 12 Feb 2020
Learning to Incorporate Structure Knowledge for Image Inpainting Jie Yang Zhiquan Qi Yong Shi 103 125 0 11 Feb 2020
Incorporating Symmetry into Deep Dynamics Models for Improved Generalization Rui Wang Robin Walters Rose Yu AI4CE 164 177 0 08 Feb 2020
Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences Rosaura G. VidalMata Walter J. Scheirer Anna Kukleva David D. Cox Hilde Kuehne 84 49 0 29 Jan 2020
Controlling generative models with continuous factors of variations Antoine Plumerault Hervé Le Borgne C´eline Hudelot DRL 91 127 0 28 Jan 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 111 847 0 20 Jan 2020
Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics Ling-yu Duan Jiaying Liu Wenhan Yang Tiejun Huang Wen Gao 173 196 0 10 Jan 2020
Painting Many Pasts: Synthesizing Time Lapse Videos of Paintings Amy Zhao Guha Balakrishnan Kathleen M. Lewis F. Durand John Guttag Adrian Dalca 33 9 0 04 Jan 2020
Learning Predictive Models From Observation and Interaction Karl Schmeckpeper Annie Xie Oleh Rybkin Stephen Tian Kostas Daniilidis Sergey Levine Chelsea Finn DRL 91 60 0 30 Dec 2019
Very Long Natural Scenery Image Prediction by Outpainting Zongxin Yang Jian Dong Ping Liu Yi Yang Shuicheng Yan 71 88 0 29 Dec 2019
Deep learning surrogate models for spatial and visual connectivity Sherif Tarabishy S. Psarras M. Kosicki M. Tsigkari 30 12 0 29 Dec 2019
Progressive VAE Training on Highly Sparse and Imbalanced Data Dmitry Utyamishev Inna Partin-Vaisband DRL AI4TS 18 1 0 17 Dec 2019
Jointly Trained Image and Video Generation using Residual Vectors Yatin Dandi Aniket Das Soumye Singhal Vinay P. Namboodiri Piyush Rai VGen 44 10 0 17 Dec 2019
Predicting the Future: A Jointly Learnt Model for Action Anticipation Harshala Gammulle Akila Pemasiri Sridha Sridharan Clinton Fookes 65 86 0 16 Dec 2019
Brain-Inspired Inference on Missing Video Sequence Weimian Li Baoyang Chen Wenmin Wang 20 0 0 15 Dec 2019
Music-oriented Dance Video Synthesis with Pose Perceptual Loss Xuanchi Ren Haoran Li Zijian Huang Qifeng Chen 66 17 0 13 Dec 2019
Deep learning predictions of sand dune migration K. Kochanski D. Mohan Jenna Horrall B. Rountree G. Abdulla 17 6 0 13 Dec 2019
Deep motion estimation for parallel inter-frame prediction in video compression A. Nortje H. Engelbrecht Herman Kamper 46 1 0 11 Dec 2019
Phase Retrieval Using Conditional Generative Adversarial Networks Tobias Uelwer Alexander Oberstrass Stefan Harmeling GAN 69 26 0 10 Dec 2019
Semi-supervised Learning Approach to Generate Neuroimaging Modalities with Adversarial Training H. Nguyen Simon Luo Fabio Ramos GAN MedIm 45 4 0 09 Dec 2019
Generating Videos of Zero-Shot Compositions of Actions and Objects Megha Nawhal Mengyao Zhai Andreas M. Lehrmann Leonid Sigal Greg Mori 124 1 0 05 Dec 2019
Visual Reaction: Learning to Play Catch with Your Drone Kuo-Hao Zeng Roozbeh Mottaghi Luca Weihs Ali Farhadi 69 14 0 04 Dec 2019
Explorable Super Resolution Yuval Bahat T. Michaeli SupR 80 70 0 04 Dec 2019