Deep multi-scale video prediction beyond mean square error

17 November 2015

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

50 / 353 papers shown

Title
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 19 34 0 23 Feb 2019
CollaGAN : Collaborative GAN for Missing Image Data Imputation Dongwook Lee Junyoung Kim Won-Jin Moon J. C. Ye VLM GAN 19 146 0 28 Jan 2019
A Neurally-Inspired Hierarchical Prediction Network for Spatiotemporal Sequence Learning and Prediction Jielin Qiu Ge Huang T. Lee 24 10 0 25 Jan 2019
Modeling Human Motion with Quaternion-based Neural Networks Dario Pavllo Christoph Feichtenhofer Michael Auli David Grangier 3DH 27 173 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 37 120 0 11 Jan 2019
Learning Continuous Face Age Progression: A Pyramid of GANs Hongyu Yang Di Huang Yunhong Wang Anil K. Jain CVBM GAN 19 37 0 10 Jan 2019
Segmentation Guided Image-to-Image Translation with Adversarial Networks Songyao Jiang Zhiqiang Tao Y. Fu GAN 19 24 0 06 Jan 2019
Future semantic segmentation of time-lapsed videos with large temporal displacement Talha Ahmad Siddiqui Samarth Bharadwaj 16 0 0 27 Dec 2018
Grounded Human-Object Interaction Hotspots from Video Tushar Nagarajan Christoph Feichtenhofer Kristen Grauman 29 159 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 38 253 0 06 Dec 2018
Learning to Take Directions One Step at a Time Qiyang Hu Adrian Waelchli Tiziano Portenier Matthias Zwicker Paolo Favaro GAN VGen 22 12 0 05 Dec 2018
The Visual Centrifuge: Model-Free Layered Video Representations Jean-Baptiste Alayrac João Carreira Andrew Zisserman 21 48 0 04 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 35 378 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 27 691 0 03 Dec 2018
Disentangling Propagation and Generation for Video Prediction Hang Gao Huazhe Xu Qi-Zhi Cai Ruth Wang Feng Yu Trevor Darrell 23 84 0 02 Dec 2018
Diverse Image Synthesis from Semantic Layouts via Conditional IMLE Ke Li Tianhao Zhang Jitendra Malik DiffM 173 85 0 29 Nov 2018
Future Segmentation Using 3D Structure Suhani Vora R. Mahjourian S. Pirk A. Angelova 3DPC 27 8 0 28 Nov 2018
Time-Aware and View-Aware Video Rendering for Unsupervised Representation Learning Shruti Vyas Yogesh S Rawat M. Shah AI4TS 33 4 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 17 76 0 26 Nov 2018
Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN Masaki Saito Shunta Saito Masanori Koyama Sosuke Kobayashi 26 145 0 22 Nov 2018
Learning to synthesize: splitting and recombining low and high spatial frequencies for image recovery Mo Deng Shuai Li George Barbastathis SupR 27 18 0 19 Nov 2018
Adversarial Learning-Based On-Line Anomaly Monitoring for Assured Autonomy Naman Patel Apoorva Nandini Saridena A. Choromańska Prashanth Krishnamurthy Farshad Khorrami 12 18 0 12 Nov 2018
CariGAN: Caricature Generation through Weakly Paired Adversarial Learning Wenbin Li Wei Xiong Haofu Liao Jing Huo Yang Gao Jiebo Luo GAN 35 44 0 01 Nov 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 33 319 0 20 Oct 2018
Composable Action-Conditioned Predictors: Flexible Off-Policy Learning for Robot Navigation G. Kahn Adam R. Villaflor Pieter Abbeel Sergey Levine SSL OffRL 30 19 0 16 Oct 2018
Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANs Dinesh Acharya Zhiwu Huang D. Paudel Luc Van Gool GAN 11 68 0 04 Oct 2018
Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods Apratim Bhattacharyya Mario Fritz Bernt Schiele UQCV 25 46 0 01 Oct 2018
Unsupervised Person Image Synthesis in Arbitrary Poses Albert Pumarola Antonio Agudo Alberto Sanfeliu Francesc Moreno-Noguer GAN 35 167 0 27 Sep 2018
Recurrent Flow-Guided Semantic Forecasting Adam M. Terwilliger Garrick Brazil Xiaoming Liu 21 46 0 21 Sep 2018
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 20 408 0 13 Sep 2018
Stochastic Dynamics for Video Infilling Qiangeng Xu Hanwang Zhang Weiyue Wang P. Belhumeur Ulrich Neumann DiffM VGen 38 19 0 01 Sep 2018
Typhoon track prediction using satellite images in a Generative Adversarial Network Mario Rüttgers Sangseung Lee D. You 13 9 0 16 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 30 150 0 14 Aug 2018
Deep Video Color Propagation Simone Schaub-Meyer Victor Cornillère Abdelaziz Djelouah Christopher Schroers Markus Gross GAN 28 48 0 09 Aug 2018
Pose Guided Human Video Generation Ceyuan Yang Zhe Wang Xinge Zhu Chen Huang Jianping Shi Dahua Lin GAN 22 145 0 30 Jul 2018
Bayesian Prediction of Future Street Scenes through Importance Sampling based Optimization Apratim Bhattacharyya Mario Fritz Bernt Schiele UQCV BDL 24 2 0 18 Jun 2018
Learning to Decompose and Disentangle Representations for Video Prediction Jun-Ting Hsieh Bingbin Liu De-An Huang Li Fei-Fei Juan Carlos Niebles DRL 138 305 0 11 Jun 2018
Deep Generative Models for Distribution-Preserving Lossy Compression Michael Tschannen E. Agustsson Mario Lucic 16 130 0 28 May 2018
A neural network trained to predict future video frames mimics critical properties of biological neuronal responses and perception William Lotter Gabriel Kreiman David D. Cox 27 31 0 28 May 2018
Object-Oriented Dynamics Predictor Guangxiang Zhu Zhiao Huang Chongjie Zhang AI4CE 24 36 0 25 May 2018
Image-to-image translation for cross-domain disentanglement Abel Gonzalez-Garcia Joost van de Weijer Yoshua Bengio DRL 25 240 0 24 May 2018
End-to-End Speech-Driven Facial Animation with Temporal GANs Konstantinos Vougioukas Stavros Petridis M. Pantic CVBM 35 103 0 23 May 2018
A Recurrent Convolutional Neural Network Approach for Sensorless Force Estimation in Robotic Surgery Arturo Marbán Vignesh Srinivasan Wojciech Samek Josep Fernández A. Casals 19 84 0 22 May 2018
Sparsely Grouped Multi-task Generative Adversarial Networks for Facial Attribute Manipulation Jichao Zhang Yezhi Shu Songhua Xu Gongze Cao Fan Zhong Meng Liu Xueying Qin CVBM 35 35 0 19 May 2018
QuaterNet: A Quaternion-based Recurrent Model for Human Motion Dario Pavllo David Grangier Michael Auli 3DH 31 260 0 16 May 2018
Improving GAN Training via Binarized Representation Entropy (BRE) Regularization Yanshuai Cao G. Ding Kry Yik-Chau Lui Ruitong Huang GAN 18 19 0 09 May 2018
Actor and Observer: Joint Modeling of First and Third-Person Videos Gunnar A. Sigurdsson Abhinav Gupta Cordelia Schmid Ali Farhadi Alahari Karteek EgoV 27 154 0 25 Apr 2018
DOOM Level Generation using Generative Adversarial Networks E. Giacomello P. Lanzi Daniele Loiacono GAN 20 59 0 24 Apr 2018
Video Compression through Image Interpolation Chao-Yuan Wu Nayan Singhal Philipp Krahenbuhl VGen 34 317 0 18 Apr 2018
PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning Yunbo Wang Zhifeng Gao Mingsheng Long Jianmin Wang Philip S. Yu 20 470 0 17 Apr 2018