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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
Point-to-Point Video Generation Tsun-Hsuan Wang Y. Cheng Chieh Hubert Lin Hwann-Tzong Chen Min Sun VGen DiffM 108 21 0 05 Apr 2019
VideoBERT: A Joint Model for Video and Language Representation Learning Chen Sun Austin Myers Carl Vondrick Kevin Patrick Murphy Cordelia Schmid VLM SSL 94 1,253 0 03 Apr 2019
Auto-Embedding Generative Adversarial Networks for High Resolution Image Synthesis Yong Guo Qi Chen Jian Chen Qingyao Wu Javen Qinfeng Shi Mingkui Tan GAN 82 66 0 27 Mar 2019
Down-Scaling with Learned Kernels in Multi-Scale Deep Neural Networks for Non-Uniform Single Image Deblurring Dongwon Park Jisoo Kim S. Chun 37 14 0 25 Mar 2019
Learning Correspondence from the Cycle-Consistency of Time Xinyu Wang Allan Jabri Alexei A. Efros SSL 129 492 0 18 Mar 2019
Inserting Videos into Videos Donghoon Lee Tomas Pfister Ming-Hsuan Yang GAN 68 20 0 15 Mar 2019
Unsupervised Discovery of Parts, Structure, and Dynamics Zhenjia Xu Zhijian Liu Chen Sun Kevin Patrick Murphy William T. Freeman J. Tenenbaum Jiajun Wu OCL 84 61 0 12 Mar 2019
Pluralistic Image Completion Chuanxia Zheng Tat-Jen Cham Jianfei Cai 74 457 0 11 Mar 2019
Complex Valued Gated Auto-encoder for Video Frame Prediction Niloofar Azizi Nils Wandel Sven Behnke GAN 23 0 0 08 Mar 2019
VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation Manoj Kumar Mohammad Babaeizadeh D. Erhan Chelsea Finn Sergey Levine Laurent Dinh Durk Kingma VGen 102 132 0 04 Mar 2019
Unsupervised Bi-directional Flow-based Video Generation from one Snapshot Lu Sheng Junting Pan Jiaming Guo Jing Shao Xiaogang Wang Chen Change Loy VGen 39 8 0 03 Mar 2019
Video Extrapolation with an Invertible Linear Embedding Robert Pottorff Jared Nielsen David Wingate 53 5 0 01 Mar 2019
Generative Collaborative Networks for Single Image Super-Resolution M. Seddik M. Tamaazousti John Lin GAN SupR 63 10 0 27 Feb 2019
Event-driven Video Frame Synthesis Zihao W. Wang Weixin Jiang Kuan He Boxin Shi Aggelos K. Katsaggelos O. Cossairt 100 36 0 26 Feb 2019
Stochastic Prediction of Multi-Agent Interactions from Partial Observations Chen Sun Per Karlsson Jiajun Wu J. Tenenbaum Kevin Patrick Murphy 95 89 0 25 Feb 2019
Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation Soochan Lee Junsoo Ha Gunhee Kim GAN 64 27 0 25 Feb 2019
Towards Corner Case Detection for Autonomous Driving Jan-Aike Termöhlen Andreas Bär Daniel Lipinski Tim Fingscheidt AAML 98 97 0 25 Feb 2019
Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data Ling Zhang Le Lu Xiaosong Wang Robert Zhu M. Bagheri Ronald M. Summers Jianhua Yao 64 34 0 23 Feb 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 264 1,707 0 16 Feb 2019
CollaGAN : Collaborative GAN for Missing Image Data Imputation Dongwook Lee Junyoung Kim Won-Jin Moon J. C. Ye VLM GAN 102 148 0 28 Jan 2019
A Neurally-Inspired Hierarchical Prediction Network for Spatiotemporal Sequence Learning and Prediction Jielin Qiu Ge Huang T. Lee 111 10 0 25 Jan 2019
Learning Disentangled Representations with Reference-Based Variational Autoencoders Adria Ruiz Oriol Martínez Xavier Binefa Jakob Verbeek OOD CoGe DRL 59 27 0 24 Jan 2019
How do Mixture Density RNNs Predict the Future? K. Ellefsen Charles Patrick Martin J. Tørresen 61 13 0 23 Jan 2019
Rethinking Lossy Compression: The Rate-Distortion-Perception Tradeoff Yochai Blau T. Michaeli 141 309 0 23 Jan 2019
Modeling Human Motion with Quaternion-based Neural Networks Dario Pavllo Christoph Feichtenhofer Michael Auli David Grangier 3DH 87 176 0 21 Jan 2019
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition Zheng Shou Xudong Lin Yannis Kalantidis Laura Sevilla-Lara Marcus Rohrbach Shih-Fu Chang Zhicheng Yan VGen 120 120 0 11 Jan 2019
Learning Continuous Face Age Progression: A Pyramid of GANs Hongyu Yang Di Huang Yunhong Wang Anil K. Jain CVBM GAN 57 37 0 10 Jan 2019
Better Guider Predicts Future Better: Difference Guided Generative Adversarial Networks Guohao Ying Yingtian Zou Lin Wan Yiming Hu Jiashi Feng AI4TS 41 11 0 07 Jan 2019
Segmentation Guided Image-to-Image Translation with Adversarial Networks Songyao Jiang Zhiqiang Tao Y. Fu GAN 71 24 0 06 Jan 2019
Adaptive Density Estimation for Generative Models Thomas Lucas K. Shmelkov Alahari Karteek Cordelia Schmid Jakob Verbeek GAN DRL 111 32 0 04 Jan 2019
Photo-Sketching: Inferring Contour Drawings from Images Mengtian Li Zhe Lin R. Měch Ersin Yumer Deva Ramanan 85 130 0 02 Jan 2019
Brain MRI super-resolution using 3D generative adversarial networks Irina Sanchez Verónica Vilaplana MedIm 79 79 0 29 Dec 2018
Future semantic segmentation of time-lapsed videos with large temporal displacement Talha Ahmad Siddiqui Samarth Bharadwaj 52 0 0 27 Dec 2018
Motion Selective Prediction for Video Frame Synthesis V. Prinet 31 1 0 25 Dec 2018
Multi-Step Prediction of Occupancy Grid Maps with Recurrent Neural Networks Nima Mohajerin Mohsen Rohani 68 64 0 21 Dec 2018
Towards Visible and Thermal Drone Monitoring with Convolutional Neural Networks Yeon-Chang Wang Yueru Chen Jongmoo Choi C.-C. Jay Kuo 54 30 0 19 Dec 2018
Grounded Human-Object Interaction Hotspots from Video Tushar Nagarajan Christoph Feichtenhofer Kristen Grauman 126 161 0 11 Dec 2018
Visual Object Networks: Image Generation with Disentangled 3D Representation Jun-Yan Zhu Zhoutong Zhang Chengkai Zhang Jiajun Wu Antonio Torralba J. Tenenbaum Bill Freeman DRL CoGe OCL 99 256 0 06 Dec 2018
Traversing Latent Space using Decision Ferns Yan Zuo Gil Avraham Tom Drummond 32 4 0 06 Dec 2018
HEVC Inter Coding Using Deep Recurrent Neural Networks and Artificial Reference Pictures Felix Haub Thorsten Laude Jörn Ostermann 3DH 32 14 0 05 Dec 2018
Learning to Take Directions One Step at a Time Qiyang Hu Adrian Waelchli Tiziano Portenier Matthias Zwicker Paolo Favaro GAN VGen 89 12 0 05 Dec 2018
The Visual Centrifuge: Model-Free Layered Video Representations Jean-Baptiste Alayrac João Carreira Andrew Zisserman 87 48 0 04 Dec 2018
Zoom-In-to-Check: Boosting Video Interpolation via Instance-level Discrimination Liangzhe Yuan Yibo Chen Hantian Liu Tao Kong Jianbo Shi 81 30 0 04 Dec 2018
TwoStreamVAN: Improving Motion Modeling in Video Generation Ximeng Sun Huijuan Xu Kate Saenko DiffM VGen 61 17 0 03 Dec 2018
Context Encoding Chest X-rays Davide Belli Shi Hu Ecem Sogancioglu Bram van Ginneken MedIm 31 3 0 03 Dec 2018
Visual Foresight: Model-Based Deep Reinforcement Learning for Vision-Based Robotic Control F. Ebert Chelsea Finn Sudeep Dasari Annie Xie Alex X. Lee Sergey Levine SSL 133 392 0 03 Dec 2018
Towards Accurate Generative Models of Video: A New Metric & Challenges Thomas Unterthiner Sjoerd van Steenkiste Karol Kurach Raphaël Marinier Marcin Michalski Sylvain Gelly EGVM VGen 112 749 0 03 Dec 2018
Disentangling Propagation and Generation for Video Prediction Hang Gao Huazhe Xu Qi-Zhi Cai Ruth Wang Feng Yu Trevor Darrell 111 84 0 02 Dec 2018
From Third Person to First Person: Dataset and Baselines for Synthesis and Retrieval Mohamed Elfeki Krishna Regmi Shervin Ardeshir Ali Borji EgoV 78 18 0 01 Dec 2018
Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger Gabriel Synnaeve Zeming Lin Jonas Gehring Daniel Gant Vegard Mella Vasil Khalidov Nicolas Carion Nicolas Usunier 79 25 0 30 Nov 2018