Jinwei Gu  

 



  ![](/sites/default/files/person/jinwei-gu.jpg)

  

 

   Research Area(s)

[Artificial Intelligence and Machine Learning ](/research-area/machine-learning-artificial-intelligence)

[Computational Photography and Imaging](/research-area/computational-photography-imaging)

[Computer Graphics](/research-area/computer-graphics)

[Computer Vision](/research-area/computer-vision)

[Generative AI](/research-area/generative-ai)

[Robotics](/research-area/robotics)

 

 

  

 Main Field of Interest

[Artificial Intelligence and Machine Learning ](/research-area/machine-learning-artificial-intelligence)

 

  

 Google Scholar

[https://scholar.google.com/citations?user=k\_T8t30AAAAJ&hl=en](https://scholar.google.com/citations?user=k_T8t30AAAAJ&hl=en)

 

  

 

 

 



 ### Publications

 

### 2019 

[Video Stitching for Linear Camera Arrays](/index.php/publication/2019-09_video-stitching-linear-camera-arrays)

Wei-Sheng Lai, Orazio Gallo, [Jinwei Gu](/index.php/person/jinwei-gu), Deqing Sun, Ming-Hsuan Yang, [Jan Kautz](/index.php/person/jan-kautz)



[British Machine Vision Conference](https://bmvc2019.org/)









### 2018 

[Separating Reflection and Transmission Images in the Wild](/index.php/publication/2018-09_separating-reflection-and-transmission-images-wild)

Patrick Wieschollek, Orazio Gallo, [Jinwei Gu](/index.php/person/jinwei-gu), [Jan Kautz](/index.php/person/jan-kautz)



European Conference of Computer Vision (ECCV)









[Switchable Temporal Propagation Network ](/index.php/publication/2018-09_switchable-temporal-propagation-network)

[Sifei Liu](/index.php/person/sifei-liu), Guangyu Zhong, [Shalini De Mello](/index.php/person/shalini-de-mello), [Jinwei Gu](/index.php/person/jinwei-gu), Varun Jampani



[European Conference on Computer Vision (ECCV) 2018](http://faculty.ucmerced.edu/mhyang/papers/eccv2018_stpn.pdf)









[Geometry-Aware Learning of Maps for Camera Localization](/index.php/publication/2018-06_geometry-aware-learning-maps-camera-localization)

Samarth Brahmbhatt, [Jinwei Gu](/index.php/person/jinwei-gu), Kihwan Kim, James Hays, [Jan Kautz](/index.php/person/jan-kautz)



[CVPR 2018 (Spotlight)](http://cvpr2018.thecvf.com/)









[Reblur2Deblur: Deblurring Videos via Self-Supervised Learning](/publication/2018-05_reblur2deblur-deblurring-videos-self-supervised-learning)

Huaijin Chen, [Jinwei Gu](/person/jinwei-gu), Orazio Gallo, [Ming-Yu Liu](/person/ming-yu-liu), Ashok Veeraraghavan, [Jan Kautz](/person/jan-kautz)



[IEEE International Conference on Computational Photography (ICCP)](http://iccp2018.ece.cmu.edu/)









### 2017 

[Learning Affinity via Spatial Propagation Networks ](/publication/2017-12_learning-affinity-spatial-propagation-networks)

[Sifei Liu](/person/sifei-liu), [Shalini De Mello](/person/shalini-de-mello), [Jinwei Gu](/person/jinwei-gu), Guangyu Zhong, Ming-Hsuan Yang, [Jan Kautz](/person/jan-kautz)



[Conference on Neural Information Processing Systems (NIPS) 2017](https://nips.cc/)









[A Lightweight Approach for On-the-Fly Reflectance Estimation](/index.php/publication/2017-10_lightweight-approach-fly-reflectance-estimation)

Kihwan Kim, [Jinwei Gu](/index.php/person/jinwei-gu), [Stephen Tyree](/index.php/person/stephen-tyree), [Pavlo Molchanov](/index.php/person/pavlo-molchanov), Matthias Nießner, [Jan Kautz](/index.php/person/jan-kautz)



[IEEE International Conference on Computer Vision (ICCV 2017)](http://iccv2017.thecvf.com/)









[Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network](/index.php/publication/2017-07_dynamic-facial-analysis-bayesian-filtering-recurrent-neural-network)

[Jinwei Gu](/index.php/person/jinwei-gu), [Xiaodong Yang](/index.php/person/xiaodong-yang), [Shalini De Mello](/index.php/person/shalini-de-mello), [Jan Kautz](/index.php/person/jan-kautz)



[IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017](http://cvpr2017.thecvf.com/)









[Reconstructing Intensity Images from Binary Spatial Gradient Cameras](/index.php/publication/2017-07_reconstructing-intensity-images-binary-spatial-gradient-cameras)

Suren Jayasuriya, Orazio Gallo, [Jinwei Gu](/index.php/person/jinwei-gu), [Timo Aila](/index.php/person/timo-aila), [Jan Kautz](/index.php/person/jan-kautz)



[IEEE Workshop on Embedded Vision (CVPR)](http://cvisioncentral.com/promotion/evw2017/)









[Polarimetric Multi-view Stereo](/index.php/publication/2017-07_polarimetric-multi-view-stereo)

Zhaopeng Cui, [Jinwei Gu](/index.php/person/jinwei-gu), Boxin Shi, Ping Tan, [Jan Kautz](/index.php/person/jan-kautz)



[IEEE CVPR 2017](http://cvpr2017.thecvf.com/)