How to Close Sim-Real Gap? Transfer with Segmentation!

May 14, 2020
Mengyuan Yan, Qingyun Sun, Iuri Frosio, Stephen Tyree, Jan Kautz

* arXiv admin note: substantial text overlap with arXiv:1712.03303 

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Bi3D: Stereo Depth Estimation via Binary Classifications

May 14, 2020
Abhishek Badki, Alejandro Troccoli, Kihwan Kim, Jan Kautz, Pradeep Sen, Orazio Gallo

* To be presented at CVPR 2020 

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Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection

Apr 09, 2020
Zhongzheng Ren, Zhiding Yu, Xiaodong Yang, Ming-Yu Liu, Yong Jae Lee, Alexander G. Schwing, Jan Kautz

* Accepted to CVPR 2020 

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Self-Supervised Viewpoint Learning From Image Collections

Apr 03, 2020
Siva Karthik Mustikovela, Varun Jampani, Shalini De Mello, Sifei Liu, Umar Iqbal, Carsten Rother, Jan Kautz

* Accepted at CVPR 20 

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Novel View Synthesis of Dynamic Scenes with Globally Coherent Depths from a Monocular Camera

Apr 02, 2020
Jae Shin Yoon, Kihwan Kim, Orazio Gallo, Hyun Soo Park, Jan Kautz

* This paper is accepted to CVPR 2020 

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Two-shot Spatially-varying BRDF and Shape Estimation

Apr 01, 2020
Mark Boss, Varun Jampani, Kihwan Kim, Hendrik P. A. Lensch, Jan Kautz


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Convolutional Tensor-Train LSTM for Spatio-temporal Learning

Mar 22, 2020
Jiahao Su, Wonmin Byeon, Furong Huang, Jan Kautz, Animashree Anandkumar

* Jiahao Su and Wonmin Byeon contributed equally to this work. 17 pages, 14 figures 

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Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints

Mar 20, 2020
Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Otmar Hilliges, Jan Kautz


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Gaze-Sensing LEDs for Head Mounted Displays

Mar 18, 2020
Kaan Akşit, Jan Kautz, David Luebke

* 14 pages, 7 figures. THIS WORK WAS CONDUCTED IN 2015 

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Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild

Mar 17, 2020
Umar Iqbal, Pavlo Molchanov, Jan Kautz

* CVPR 2020 

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Self-supervised Single-view 3D Reconstruction via Semantic Consistency

Mar 13, 2020
Xueting Li, Sifei Liu, Kihwan Kim, Shalini De Mello, Varun Jampani, Ming-Hsuan Yang, Jan Kautz

* Codes and other resources will be released at: https://sites.google.com/view/unsup-mesh/home 

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Learning to Generate Multiple Style Transfer Outputs for an Input Sentence

Feb 16, 2020
Kevin Lin, Ming-Yu Liu, Ming-Ting Sun, Jan Kautz


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Deep Semantic Face Deblurring

Jan 19, 2020
Ziyi Shen, Wei-Sheng Lai, Tingfa Xu, Jan Kautz, Ming-Hsuan Yang

* Submitted to International Journal of Computer Vision (IJCV). arXiv admin note: text overlap with arXiv:1803.03345 

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Discovering Nonlinear Relations with Minimum Predictive Information Regularization

Jan 07, 2020
Tailin Wu, Thomas Breuel, Michael Skuhersky, Jan Kautz

* 26 pages, 11 figures; ICML'19 Time Series Workshop 

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Meshlet Priors for 3D Mesh Reconstruction

Jan 06, 2020
Abhishek Badki, Orazio Gallo, Jan Kautz, Pradeep Sen


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Angular Visual Hardness

Jan 04, 2020
Beidi Chen, Weiyang Liu, Animesh Garg, Zhiding Yu, Anshumali Shrivastava, Jan Kautz, Anima Anandkumar

* Tech Report (24 pages) 

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Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion

Dec 18, 2019
Hongxu Yin, Pavlo Molchanov, Zhizhong Li, Jose M. Alvarez, Arun Mallya, Derek Hoiem, Niraj K. Jha, Jan Kautz


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UNAS: Differentiable Architecture Search Meets Reinforcement Learning

Dec 16, 2019
Arash Vahdat, Arun Mallya, Ming-Yu Liu, Jan Kautz


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Dancing to Music

Nov 05, 2019
Hsin-Ying Lee, Xiaodong Yang, Ming-Yu Liu, Ting-Chun Wang, Yu-Ding Lu, Ming-Hsuan Yang, Jan Kautz

* NeurIPS 2019; Project page: https://github.com/NVlabs/Dancing2Music 

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Few-shot Video-to-Video Synthesis

Oct 28, 2019
Ting-Chun Wang, Ming-Yu Liu, Andrew Tao, Guilin Liu, Jan Kautz, Bryan Catanzaro

* In NeurIPS, 2019 

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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 

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Joint-task Self-supervised Learning for Temporal Correspondence

Sep 26, 2019
Xueting Li, Sifei Liu, Shalini De Mello, Xiaolong Wang, Jan Kautz, Ming-Hsuan Yang

* NeurIPS 2019 

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Learning Propagation for Arbitrarily-structured Data

Sep 25, 2019
Sifei Liu, Xueting Li, Varun Jampani, Shalini De Mello, Jan Kautz

* ICCV 2019 

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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/ 

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Importance Estimation for Neural Network Pruning

Jun 25, 2019
Pavlo Molchanov, Arun Mallya, Stephen Tyree, Iuri Frosio, Jan Kautz


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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


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Joint Discriminative and Generative Learning for Person Re-identification

May 22, 2019
Zhedong Zheng, Xiaodong Yang, Zhiding Yu, Liang Zheng, Yi Yang, Jan Kautz

* CVPR 2019 (Oral) 

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