Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction

23 February 2020

Yinhe Han

Papers citing "Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction"

30 / 30 papers shown

Title
SNeRV: Spectra-preserving Neural Representation for Video Jina Kim Jihoo Lee Je-Won Kang 66 3 0 03 Jan 2025
Improved Conditional VRNNs for Video Prediction Lluis Castrejon Nicolas Ballas Aaron Courville VGen DRL 88 161 0 27 Apr 2019
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 43 711 0 03 Dec 2018
Disentangling Propagation and Generation for Video Prediction Hang Gao Huazhe Xu Qi-Zhi Cai Ruth Wang Feng Yu Trevor Darrell 28 84 0 02 Dec 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 30 149 0 02 Nov 2018
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Xintao Wang Ke Yu Shixiang Wu Jinjin Gu Yihao Liu Chao Dong Chen Change Loy Yu Qiao Xiaoou Tang 71 3,706 0 01 Sep 2018
Novel Video Prediction for Large-scale Scene using Optical Flow Henglai Wei Xiaochuan Yin Penghong Lin 42 14 0 30 May 2018
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images Honggang Chen Xiaohai He L. Qing Shuhua Xiong Truong Thao Nguyen 38 47 0 27 May 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 99 472 0 17 Apr 2018
Stochastic Adversarial Video Prediction Alex X. Lee Richard Y. Zhang F. Ebert Pieter Abbeel Chelsea Finn Sergey Levine DRL VGen GAN 41 450 0 04 Apr 2018
DYAN: A Dynamical Atoms-Based Network for Video Prediction Wenqian Liu Abhishek Sharma Mario Sznaier Octavia Camps 28 36 0 20 Mar 2018
Stochastic Video Generation with a Learned Prior Emily L. Denton Rob Fergus VGen 61 525 0 21 Feb 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 168 11,610 0 11 Jan 2018
Folded Recurrent Neural Networks for Future Video Prediction Marc Oliu Javier Selva Sergio Escalera 38 135 0 01 Dec 2017
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation Huaizu Jiang Deqing Sun Varun Jampani Ming-Hsuan Yang Erik Learned-Miller Jan Kautz 69 785 0 30 Nov 2017
Stochastic Variational Video Prediction Mohammad Babaeizadeh Chelsea Finn D. Erhan R. Campbell Sergey Levine DRL VGen 51 540 0 30 Oct 2017
Self-Supervised Visual Planning with Temporal Skip Connections F. Ebert Chelsea Finn Alex X. Lee Sergey Levine SSL 53 318 0 15 Oct 2017
Dual Motion GAN for Future-Flow Embedded Video Prediction Xiaodan Liang Lisa Lee Wei-Ming Dai Eric Xing GAN 55 366 0 01 Aug 2017
MoCoGAN: Decomposing Motion and Content for Video Generation Sergey Tulyakov Ming-Yuan Liu Xiaodong Yang Jan Kautz GAN 104 1,138 0 17 Jul 2017
Decomposing Motion and Content for Natural Video Sequence Prediction Ruben Villegas Jimei Yang Seunghoon Hong Xunyu Lin Honglak Lee 35 595 0 25 Jun 2017
Learning to Generate Long-term Future via Hierarchical Prediction Ruben Villegas Jimei Yang Yuliang Zou Sungryull Sohn Xunyu Lin Honglak Lee 44 380 0 19 Apr 2017
Video Frame Synthesis using Deep Voxel Flow Ziwei Liu Raymond A. Yeh Xiaoou Tang Yiming Liu A. Agarwala 49 747 0 08 Feb 2017
Transformation-Based Models of Video Sequences Joost R. van Amersfoort A. Kannan MarcÁurelio Ranzato Arthur Szlam Du Tran Soumith Chintala ViT 36 76 0 29 Jan 2017
Deep Visual Foresight for Planning Robot Motion Chelsea Finn Sergey Levine 81 779 0 03 Oct 2016
Learning Temporal Transformations From Time-Lapse Videos Yipin Zhou Tamara L. Berg 39 148 0 27 Aug 2016
Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning William Lotter Gabriel Kreiman David D. Cox SSL 66 931 0 25 May 2016
Deep multi-scale video prediction beyond mean square error Michaël Mathieu Camille Couprie Yann LeCun GAN 88 1,881 0 17 Nov 2015
A Recurrent Latent Variable Model for Sequential Data Junyoung Chung Kyle Kastner Laurent Dinh Kratarth Goel Aaron Courville Yoshua Bengio DRL BDL 53 1,250 0 07 Jun 2015
Unsupervised Learning of Video Representations using LSTMs Nitish Srivastava Elman Mansimov Ruslan Salakhutdinov SSL 97 2,586 0 16 Feb 2015
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 291 16,972 0 20 Dec 2013