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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
An Introduction to Deep Reinforcement Learning Vincent François-Lavet Peter Henderson Riashat Islam Marc G. Bellemare Joelle Pineau OffRL AI4CE 179 1,279 0 30 Nov 2018
Diverse Image Synthesis from Semantic Layouts via Conditional IMLE Ke Li Tianhao Zhang Jitendra Malik DiffM 253 88 0 29 Nov 2018
Future Segmentation Using 3D Structure Suhani Vora R. Mahjourian S. Pirk A. Angelova 3DPC 62 8 0 28 Nov 2018
Deep Learned Frame Prediction for Video Compression Serkan Sulun 21 5 0 27 Nov 2018
Time-Aware and View-Aware Video Rendering for Unsupervised Representation Learning Shruti Vyas Yogesh S Rawat M. Shah AI4TS 139 4 0 26 Nov 2018
Adversarial Video Compression Guided by Soft Edge Detection Sungsoo Kim Jin Soo Park C. Bampis Jaeseong Lee M. Markey A. Dimakis A. Bovik GAN 71 17 0 26 Nov 2018
Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-to-Image Translation Matteo Tomei Marcella Cornia Lorenzo Baraldi Rita Cucchiara DiffM 159 77 0 26 Nov 2018
GAN Dissection: Visualizing and Understanding Generative Adversarial Networks David Bau Jun-Yan Zhu Hendrik Strobelt Bolei Zhou J. Tenenbaum William T. Freeman Antonio Torralba GAN 33 0 0 26 Nov 2018
Deep Laplacian Pyramid Network for Text Images Super-Resolution Hanh T. M. Tran T. Ho-Phuoc SupR 28 32 0 26 Nov 2018
Deep RNN Framework for Visual Sequential Applications Bo Pang Kaiwen Zha Hanwen Cao Chen Shi Cewu Lu ViT HAI 128 49 0 25 Nov 2018
Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN Masaki Saito Shunta Saito Masanori Koyama Sosuke Kobayashi 114 147 0 22 Nov 2018
Event-based High Dynamic Range Image and Very High Frame Rate Video Generation using Conditional Generative Adversarial Networks Mohammad Mostafavi Lin Wang Yo-Sung Ho Kuk-Jin Yoon VGen GAN 64 206 0 20 Nov 2018
Learning to synthesize: splitting and recombining low and high spatial frequencies for image recovery Mo Deng Shuai Li George Barbastathis SupR 116 18 0 19 Nov 2018
Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics Yunbo Wang Jianjin Zhang Hongyu Zhu Mingsheng Long Jianmin Wang Philip S Yu AI4TS 97 323 0 19 Nov 2018
Deep Learning based Pedestrian Detection at Distance in Smart Cities Ranjith Dinakaran Philip Easom Ahmed Bouridane Li Zhang Richard M. Jiang Fozia Mehboob Abdul Rauf 29 19 0 18 Nov 2018
Learned Video Compression Oren Rippel Sanjay Nair Carissa Lew Steve Branson Alexander G. Anderson Lubomir D. Bourdev 94 234 0 16 Nov 2018
Learning Latent Dynamics for Planning from Pixels Danijar Hafner Timothy Lillicrap Ian S. Fischer Ruben Villegas David R Ha Honglak Lee James Davidson BDL 208 1,452 0 12 Nov 2018
Adversarial Learning-Based On-Line Anomaly Monitoring for Assured Autonomy Naman Patel Apoorva Nandini Saridena A. Choromańska Prashanth Krishnamurthy Farshad Khorrami 57 18 0 12 Nov 2018
Evolvement Constrained Adversarial Learning for Video Style Transfer Wenbo Li Longyin Wen Xiao Bian Siwei Lyu GAN 54 5 0 06 Nov 2018
Learning Bone Suppression from Dual Energy Chest X-rays using Adversarial Networks P. Schwaller P. Bolgar GAN MedIm 65 17 0 05 Nov 2018
SDCNet: Video Prediction Using Spatially-Displaced Convolution F. Reda Guilin Liu Kevin J. Shih Robert M. Kirby Jon Barker D. Tarjan Andrew Tao Bryan Catanzaro 84 149 0 02 Nov 2018
CariGAN: Caricature Generation through Weakly Paired Adversarial Learning Wenbin Li Wei Xiong Haofu Liao Jing Huo Yang Gao Jiebo Luo GAN 111 44 0 01 Nov 2018
Action-Agnostic Human Pose Forecasting Hsu-kuang Chiu Ehsan Adeli Borui Wang De-An Huang Juan Carlos Niebles 3DH 87 163 0 23 Oct 2018
MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Interpolation and Enhancement Wenbo Bao Wei-Sheng Lai Xiaoyun Zhang Zhiyong Gao Ming-Hsuan Yang 100 323 0 20 Oct 2018
Unsupervised Domain Adaptation for Learning Eye Gaze from a Million Synthetic Images: An Adversarial Approach A. Lahiri Abhinav Agarwalla P. Biswas OOD GAN 23 5 0 18 Oct 2018
Composable Action-Conditioned Predictors: Flexible Off-Policy Learning for Robot Navigation G. Kahn Adam R. Villaflor Pieter Abbeel Sergey Levine SSL OffRL 90 19 0 16 Oct 2018
Location Dependency in Video Prediction Niloofar Azizi Hafez Farazi Sven Behnke 65 9 0 11 Oct 2018
Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANs Dinesh Acharya Zhiwu Huang D. Paudel Luc Van Gool GAN 71 68 0 04 Oct 2018
Learning Bidirectional LSTM Networks for Synthesizing 3D Mesh Animation Sequences Yi-Ling Qiao Lin Gao Yu-Kun Lai Shihong Xia AI4CE 52 12 0 04 Oct 2018
FutureGAN: Anticipating the Future Frames of Video Sequences using Spatio-Temporal 3d Convolutions in Progressively Growing GANs Sandra Aigner Marco Korner AI4TS 73 74 0 02 Oct 2018
Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods Apratim Bhattacharyya Mario Fritz Bernt Schiele UQCV 114 46 0 01 Oct 2018
Unsupervised Person Image Synthesis in Arbitrary Poses Albert Pumarola Antonio Agudo Alberto Sanfeliu Francesc Moreno-Noguer GAN 99 167 0 27 Sep 2018
Recurrent Flow-Guided Semantic Forecasting Adam M. Terwilliger Garrick Brazil Xiaoming Liu 72 46 0 21 Sep 2018
Dual Reconstruction Nets for Image Super-Resolution with Gradient Sensitive Loss Yong Guo Qi Chen Jian Chen Junzhou Huang Yanwu Xu Jingyun Liang P. Zhao Mingkui Tan SupR 59 17 0 19 Sep 2018
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 88 416 0 13 Sep 2018
Answering Visual What-If Questions: From Actions to Predicted Scene Descriptions M. Wagner H. Basevi Rakshith Shetty Wenbin Li Mateusz Malinowski M. Fritz A. Leonardis 68 29 0 11 Sep 2018
Neural Allocentric Intuitive Physics Prediction from Real Videos Zhihua Wang Stefano Rosa Yishu Miao Zihang Lai Linhai Xie Andrew Markham A. Trigoni 67 1 0 07 Sep 2018
Temporally Coherent Video Harmonization Using Adversarial Networks Haozhi Huang Sen-Zhe Xu Junxiong Cai Wen Liu Shimin Hu 49 19 0 05 Sep 2018
PathGAN: Visual Scanpath Prediction with Generative Adversarial Networks Marc Assens Xavier Giró-i-Nieto Kevin McGuinness Noel E. O'Connor GAN 90 73 0 03 Sep 2018
Stochastic Dynamics for Video Infilling Qiangeng Xu Hanwang Zhang Weiyue Wang P. Belhumeur Ulrich Neumann DiffM VGen 85 19 0 01 Sep 2018
Gaussian Mixture Generative Adversarial Networks for Diverse Datasets, and the Unsupervised Clustering of Images Matan Ben-Yosef D. Weinshall 103 54 0 30 Aug 2018
Interpretable Intuitive Physics Model Tian-Chun Ye Xinyu Wang James Davidson Abhinav Gupta DRL AI4CE 89 57 0 29 Aug 2018
Time-Agnostic Prediction: Predicting Predictable Video Frames Dinesh Jayaraman F. Ebert Alexei A. Efros Sergey Levine 127 94 0 23 Aug 2018
Machine Learning for Spatiotemporal Sequence Forecasting: A Survey Xingjian Shi Dit-Yan Yeung AI4TS 73 88 0 21 Aug 2018
Video-to-Video Synthesis Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Guilin Liu Andrew Tao Jan Kautz Bryan Catanzaro GAN VGen 167 993 0 20 Aug 2018
Predictive Image Regression for Longitudinal Studies with Missing Data Sharmin Pathan Yi Hong MedIm 46 16 0 19 Aug 2018
Typhoon track prediction using satellite images in a Generative Adversarial Network Mario Rüttgers Sangseung Lee D. You 66 9 0 16 Aug 2018
Cross-view image synthesis using geometry-guided conditional GANs Krishna Regmi Ali Borji GAN 86 55 0 14 Aug 2018
GestureGAN for Hand Gesture-to-Gesture Translation in the Wild Hao Tang Wei Wang Dan Xu Yan Yan N. Sebe GAN SLR 87 88 0 14 Aug 2018
MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics Xinchen Yan Akash Rastogi Ruben Villegas Kalyan Sunkavalli Eli Shechtman Sunil Hadap Ersin Yumer Honglak Lee 78 151 0 14 Aug 2018