Dense Optical Flow Prediction from a Static Image

2 May 2015

Papers citing "Dense Optical Flow Prediction from a Static Image"

44 / 44 papers shown

Title
Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision A. Tewari Tianwei Yin George Cazenavette Semon Rezchikov J. Tenenbaum F. Durand William T. Freeman Vincent Sitzmann DiffM 43 88 0 20 Jun 2023
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images Wei-Chien Wang Euijoon Ahn Da-wei Feng Jinman Kim MedIm 27 27 0 10 Feb 2023
Diffusion Models for Video Prediction and Infilling Tobias Hoppe Arash Mehrjou Stefan Bauer Didrik Nielsen Andrea Dittadi DiffM VGen 27 131 0 15 Jun 2022
Stochastic Video Prediction with Structure and Motion Adil Kaan Akan Sadra Safadoust Fatma Guney VGen 24 9 0 20 Mar 2022
Diffusion Probabilistic Modeling for Video Generation Ruihan Yang Prakhar Srivastava Stephan Mandt DiffM VGen 59 256 0 16 Mar 2022
Conditional Object-Centric Learning from Video Thomas Kipf Gamaleldin F. Elsayed Aravindh Mahendran Austin Stone S. Sabour G. Heigold Rico Jonschkowski Alexey Dosovitskiy Klaus Greff OCL 41 214 0 24 Nov 2021
Self-Supervision by Prediction for Object Discovery in Videos Beril Besbinar P. Frossard SSL 26 7 0 09 Mar 2021
Greedy Hierarchical Variational Autoencoders for Large-Scale Video Prediction Bohan Wu Suraj Nair Roberto Martin-Martin Li Fei-Fei Chelsea Finn DRL 27 99 0 06 Mar 2021
Learning Temporal Dynamics from Cycles in Narrated Video Dave Epstein Jiajun Wu Cordelia Schmid Chen Sun AI4TS 33 14 0 07 Jan 2021
Learning Geocentric Object Pose in Oblique Monocular Images Gordon A. Christie Rodrigo Rene Rai Munoz Abujder Kevin Foster Shea Hagstrom Gregory Hager M. Brown MDE 19 31 0 01 Jul 2020
Online Deep Clustering for Unsupervised Representation Learning Xiaohang Zhan Jiahao Xie Ziwei Liu Yew-Soon Ong Chen Change Loy OOD 46 184 0 18 Jun 2020
Stochastic Latent Residual Video Prediction Jean-Yves Franceschi E. Delasalles Mickaël Chen Sylvain Lamprier Patrick Gallinari VGen 26 159 0 21 Feb 2020
Action Anticipation with RBF Kernelized Feature Mapping RNN Yuge Shi Basura Fernando Richard I. Hartley 28 82 0 18 Nov 2019
Predicting 3D Human Dynamics from Video Jason Y. Zhang Panna Felsen Angjoo Kanazawa Jitendra Malik 3DH 24 110 0 13 Aug 2019
PI-Net: A Deep Learning Approach to Extract Topological Persistence Images Anirudh Som Hongjun Choi K. Ramamurthy M. Buman P. Turaga 3DH 29 29 0 05 Jun 2019
Context-aware Human Motion Prediction Enric Corona Albert Pumarola Guillem Alenyà Francesc Moreno-Noguer 3DH 11 139 0 06 Apr 2019
Self-Supervised Learning via Conditional Motion Propagation Xiaohang Zhan Xingang Pan Ziwei Liu Dahua Lin Chen Change Loy SSL 42 47 0 27 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 25 131 0 04 Mar 2019
Learning to Synthesize Motion Blur Tim Brooks Jonathan T. Barron 14 78 0 27 Nov 2018
Recurrent Flow-Guided Semantic Forecasting Adam M. Terwilliger Garrick Brazil Xiaoming Liu 18 46 0 21 Sep 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 30 149 0 14 Aug 2018
Stochastic Adversarial Video Prediction Alex X. Lee Richard Y. Zhang F. Ebert Pieter Abbeel Chelsea Finn Sergey Levine DRL VGen GAN 28 450 0 04 Apr 2018
Stochastic Video Generation with a Learned Prior Emily L. Denton Rob Fergus VGen 45 525 0 21 Feb 2018
Im2Flow: Motion Hallucination from Static Images for Action Recognition Ruohan Gao Bo Xiong Kristen Grauman 33 92 0 12 Dec 2017
Hierarchical Video Generation from Orthogonal Information: Optical Flow and Texture Katsunori Ohnishi Shohei Yamamoto Yoshitaka Ushiku Tatsuya Harada VGen GAN 37 59 0 27 Nov 2017
Predicting Scene Parsing and Motion Dynamics in the Future Xiaojie Jin Huaxin Xiao Xiaohui Shen Jimei Yang Zhe-nan Lin Yunpeng Chen Zequn Jie Jiashi Feng Shuicheng Yan 20 76 0 09 Nov 2017
Self-Supervised Visual Planning with Temporal Skip Connections F. Ebert Chelsea Finn Alex X. Lee Sergey Levine SSL 40 317 0 15 Oct 2017
Visual Forecasting by Imitating Dynamics in Natural Sequences Kuo-Hao Zeng Bokui (William) Shen De-An Huang Min Sun Juan Carlos Niebles AI4TS 33 61 0 19 Aug 2017
Motion Prediction Under Multimodality with Conditional Stochastic Networks Katerina Fragkiadaki Jonathan Huang Alexander A. Alemi Sudheendra Vijayanarasimhan Susanna Ricco Rahul Sukthankar 3DH 23 25 0 05 May 2017
The Pose Knows: Video Forecasting by Generating Pose Futures Jacob Walker Kenneth Marino Abhinav Gupta M. Hebert 29 348 0 28 Apr 2017
One-Step Time-Dependent Future Video Frame Prediction with a Convolutional Encoder-Decoder Neural Network Vedran Vukotic S. Pintea C. Raymond G. Gravier Jan van Gemert 26 46 0 14 Feb 2017
Unsupervised Learning of Long-Term Motion Dynamics for Videos Zelun Luo Boya Peng De-An Huang Alexandre Alahi Li Fei-Fei SSL 32 193 0 07 Jan 2017
From Motion Blur to Motion Flow: a Deep Learning Solution for Removing Heterogeneous Motion Blur Dong Gong Jie-jin Yang Lingqiao Liu Yanning Zhang Ian Reid Chunhua Shen Anton Van Den Hengel Javen Qinfeng Shi 28 393 0 08 Dec 2016
Video Scene Parsing with Predictive Feature Learning Xiaojie Jin Xuzhao Li Huaxin Xiao Xiaohui Shen Zhe-nan Lin ... Jian Dong Luoqi Liu Zequn Jie Jiashi Feng Shuicheng Yan 35 111 0 01 Dec 2016
Making a Case for Learning Motion Representations with Phase S. Pintea Jan van Gemert 26 11 0 06 Sep 2016
Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks Tianfan Xue Jiajun Wu Katherine Bouman Bill Freeman 43 416 0 09 Jul 2016
An Uncertain Future: Forecasting from Static Images using Variational Autoencoders Jacob Walker Carl Doersch Abhinav Gupta M. Hebert VGen 15 512 0 25 Jun 2016
Look-ahead before you leap: end-to-end active recognition by forecasting the effect of motion Dinesh Jayaraman Kristen Grauman 17 90 0 30 Apr 2016
Forecasting Interactive Dynamics of Pedestrians with Fictitious Play Wei-Chiu Ma De-An Huang Namhoon Lee Kris M. Kitani 41 15 0 05 Apr 2016
Generative Image Modeling using Style and Structure Adversarial Networks Xinyu Wang Abhinav Gupta GAN 25 617 0 17 Mar 2016
"What happens if..." Learning to Predict the Effect of Forces in Images Roozbeh Mottaghi Mohammad Rastegari Abhinav Gupta Ali Farhadi OOD 25 123 0 17 Mar 2016
Deep Learning Driven Visual Path Prediction from a Single Image Siyu Huang Xi Li Zhongfei Zhang Zhouzhou He Fei Wu Wei Liu Jinhui Tang Yueting Zhuang 51 60 0 27 Jan 2016
Slow and steady feature analysis: higher order temporal coherence in video Dinesh Jayaraman Kristen Grauman 26 142 0 15 Jun 2015
Designing Deep Networks for Surface Normal Estimation Xinyu Wang David Fouhey Abhinav Gupta 3DV SSL 167 353 0 18 Nov 2014