Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Improving Deep Stereo Network Generalization with Geometric Priors

Aug 25, 2020
Jialiang Wang, Varun Jampani, Deqing Sun, Charles Loop, Stan Birchfield, Jan Kautz


  Access Paper or Ask Questions

Learnable Cost Volume Using the Cayley Representation

Jul 21, 2020
Taihong Xiao, Jinwei Yuan, Deqing Sun, Qifei Wang, Xin-Yu Zhang, Kehan Xu, Ming-Hsuan Yang

* ECCV 2020 

  Access Paper or Ask Questions

Hierarchical Contrastive Motion Learning for Video Action Recognition

Jul 20, 2020
Xitong Yang, Xiaodong Yang, Sifei Liu, Deqing Sun, Larry Davis, Jan Kautz


  Access Paper or Ask Questions

SENSE: a Shared Encoder Network for Scene-flow Estimation

Oct 27, 2019
Huaizu Jiang, Deqing Sun, Varun Jampani, Zhaoyang Lv, Erik Learned-Miller, Jan Kautz

* International Conference on Computer Vision 2019 
* ICCV 2019 Oral 

  Access Paper or Ask Questions

Image Formation Model Guided Deep Image Super-Resolution

Aug 25, 2019
Jinshan Pan, Yang Liu, Deqing Sun, Jimmy Ren, Ming-Ming Cheng, Jian Yang, Jinhui Tang

* We need to improve this paper 

  Access Paper or Ask Questions

Video Stitching for Linear Camera Arrays

Jul 31, 2019
Wei-Sheng Lai, Orazio Gallo, Jinwei Gu, Deqing Sun, Ming-Hsuan Yang, Jan Kautz

* This work is accepted in BMVC 2019. Project website: http://vllab.ucmerced.edu/wlai24/video_stitching/ 

  Access Paper or Ask Questions

Unsupervised Video Interpolation Using Cycle Consistency

Jun 13, 2019
Fitsum A. Reda, Deqing Sun, Aysegul Dundar, Mohammad Shoeybi, Guilin Liu, Kevin J. Shih, Andrew Tao, Jan Kautz, Bryan Catanzaro


  Access Paper or Ask Questions

Pixel-Adaptive Convolutional Neural Networks

Apr 10, 2019
Hang Su, Varun Jampani, Deqing Sun, Orazio Gallo, Erik Learned-Miller, Jan Kautz

* CVPR 2019. Video introduction: https://youtu.be/gsQZbHuR64o 

  Access Paper or Ask Questions

A Fusion Approach for Multi-Frame Optical Flow Estimation

Oct 23, 2018
Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang, Erik B. Sudderth, Jan Kautz

* Work currently under review 

  Access Paper or Ask Questions

Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

Oct 07, 2018
Anurag Ranjan, Varun Jampani, Kihwan Kim, Deqing Sun, Jonas Wulff, Michael J. Black


  Access Paper or Ask Questions

Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation

Sep 14, 2018
Deqing Sun, Xiaodong Yang, Ming-Yu Liu, Jan Kautz


  Access Paper or Ask Questions

Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation

Jul 30, 2018
Zhaoyang Lv, Kihwan Kim, Alejandro Troccoli, Deqing Sun, James M. Rehg, Jan Kautz

* This work is accepted at European Conference on Computer Vision 2018. Project page (with the video): http://research.nvidia.com/publication/2018-09_Learning-Rigidity-in The codes will be released at https://github.com/NVlabs/learningrigidity 

  Access Paper or Ask Questions

Superpixel Sampling Networks

Jul 26, 2018
Varun Jampani, Deqing Sun, Ming-Yu Liu, Ming-Hsuan Yang, Jan Kautz

* ECCV2018. Project URL: https://varunjampani.github.io/ssn/ 

  Access Paper or Ask Questions

Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation

Jul 13, 2018
Huaizu Jiang, Deqing Sun, Varun Jampani, Ming-Hsuan Yang, Erik Learned-Miller, Jan Kautz

* CVPR 2018 
* CVPR 2018 version with minor revisions and supplementary material included. Project page http://jianghz.me/projects/superslomo 

  Access Paper or Ask Questions

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume

Jun 25, 2018
Deqing Sun, Xiaodong Yang, Ming-Yu Liu, Jan Kautz

* CVPR 2018 camera ready version (with github link to Caffe and PyTorch code) 

  Access Paper or Ask Questions

Learning Dual Convolutional Neural Networks for Low-Level Vision

May 14, 2018
Jinshan Pan, Sifei Liu, Deqing Sun, Jiawei Zhang, Yang Liu, Jimmy Ren, Zechao Li, Jinhui Tang, Huchuan Lu, Yu-Wing Tai, Ming-Hsuan Yang

* CVPR 2018 

  Access Paper or Ask Questions

SPLATNet: Sparse Lattice Networks for Point Cloud Processing

May 09, 2018
Hang Su, Varun Jampani, Deqing Sun, Subhransu Maji, Evangelos Kalogerakis, Ming-Hsuan Yang, Jan Kautz

* Camera-ready, accepted to CVPR 2018 (oral); project website: http://vis-www.cs.umass.edu/splatnet/ 

  Access Paper or Ask Questions

Learning Binary Residual Representations for Domain-specific Video Streaming

Dec 14, 2017
Yi-Hsuan Tsai, Ming-Yu Liu, Deqing Sun, Ming-Hsuan Yang, Jan Kautz

* Accepted in AAAI'18. Project website at https://research.nvidia.com/publication/2018-02_Learning-Binary-Residual 

  Access Paper or Ask Questions

Cascaded Scene Flow Prediction using Semantic Segmentation

Oct 05, 2017
Zhile Ren, Deqing Sun, Jan Kautz, Erik B. Sudderth

* International Conference on 3D Vision (3DV), 2017 (oral presentation) 

  Access Paper or Ask Questions

Optical Flow with Semantic Segmentation and Localized Layers

Apr 11, 2016
Laura Sevilla-Lara, Deqing Sun, Varun Jampani, Michael J. Black


  Access Paper or Ask Questions