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Real-time Localized Photorealistic Video Style Transfer

Oct 20, 2020
Xide Xia, Tianfan Xue, Wei-sheng Lai, Zheng Sun, Abby Chang, Brian Kulis, Jiawen Chen

* 16 pages, 15 figures 

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Learned Dual-View Reflection Removal

Oct 01, 2020
Simon Niklaus, Xuaner Cecilia Zhang, Jonathan T. Barron, Neal Wadhwa, Rahul Garg, Feng Liu, Tianfan Xue

* http://sniklaus.com/dualref 

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Neural Light Transport for Relighting and View Synthesis

Aug 20, 2020
Xiuming Zhang, Sean Fanello, Yun-Ta Tsai, Tiancheng Sun, Tianfan Xue, Rohit Pandey, Sergio Orts-Escolano, Philip Davidson, Christoph Rhemann, Paul Debevec, Jonathan T. Barron, Ravi Ramamoorthi, William T. Freeman

* Project Page: http://nlt.csail.mit.edu/ 

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Joint Bilateral Learning for Real-time Universal Photorealistic Style Transfer

Apr 27, 2020
Xide Xia, Meng Zhang, Tianfan Xue, Zheng Sun, Hui Fang, Brian Kulis, Jiawen Chen

* 16 pages, 10 figures 

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Handheld Mobile Photography in Very Low Light

Oct 24, 2019
Orly Liba, Kiran Murthy, Yun-Ta Tsai, Tim Brooks, Tianfan Xue, Nikhil Karnad, Qiurui He, Jonathan T. Barron, Dillon Sharlet, Ryan Geiss, Samuel W. Hasinoff, Yael Pritch, Marc Levoy

* ACM Trans. Graph.38, 6, Article 164 (November 2019) 
* 22 pages, 27 figures 

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Stereoscopic Dark Flash for Low-light Photography

Jan 09, 2019
Jian Wang, Tianfan Xue, Jonathan T. Barron, Jiawen Chen

* 9 pages, 8 figures 

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Unprocessing Images for Learned Raw Denoising

Nov 27, 2018
Tim Brooks, Ben Mildenhall, Tianfan Xue, Jiawen Chen, Dillon Sharlet, Jonathan T. Barron

* http://timothybrooks.com/tech/unprocessing/ 

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MoSculp: Interactive Visualization of Shape and Time

Sep 14, 2018
Xiuming Zhang, Tali Dekel, Tianfan Xue, Andrew Owens, Qiurui He, Jiajun Wu, Stefanie Mueller, William T. Freeman

* UIST 2018. Project page: http://mosculp.csail.mit.edu/ 

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Seeing Tree Structure from Vibration

Sep 13, 2018
Tianfan Xue, Jiajun Wu, Zhoutong Zhang, Chengkai Zhang, Joshua B. Tenenbaum, William T. Freeman

* ECCV 2018. The first two authors contributed equally to this work. Project page: http://tree.csail.mit.edu/ 

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Visual Dynamics: Stochastic Future Generation via Layered Cross Convolutional Networks

Jul 25, 2018
Tianfan Xue, Jiajun Wu, Katherine L. Bouman, William T. Freeman

* IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018 
* Journal preprint of arXiv:1607.02586 (IEEE TPAMI, in press). The first two authors contributed equally to this work 

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Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling

Apr 12, 2018
Xingyuan Sun, Jiajun Wu, Xiuming Zhang, Zhoutong Zhang, Chengkai Zhang, Tianfan Xue, Joshua B. Tenenbaum, William T. Freeman

* CVPR 2018. The first two authors contributed equally to this work. Project page: http://pix3d.csail.mit.edu 

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3D Interpreter Networks for Viewer-Centered Wireframe Modeling

Apr 03, 2018
Jiajun Wu, Tianfan Xue, Joseph J. Lim, Yuandong Tian, Joshua B. Tenenbaum, Antonio Torralba, William T. Freeman

* International Journal of Computer Vision, 2018 
* Journal preprint of arXiv:1604.08685 (IJCV, in press). The first two authors contributed equally to this work 

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Video Enhancement with Task-Oriented Flow

Nov 24, 2017
Tianfan Xue, Baian Chen, Jiajun Wu, Donglai Wei, William T. Freeman

* Project page: http://toflow.csail.mit.edu 

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MarrNet: 3D Shape Reconstruction via 2.5D Sketches

Nov 08, 2017
Jiajun Wu, Yifan Wang, Tianfan Xue, Xingyuan Sun, William T Freeman, Joshua B Tenenbaum

* NIPS 2017. The first two authors contributed equally to this paper. Project page: http://marrnet.csail.mit.edu 

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Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling

Jan 04, 2017
Jiajun Wu, Chengkai Zhang, Tianfan Xue, William T. Freeman, Joshua B. Tenenbaum

* NIPS 2016. The first two authors contributed equally to this work 

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Single Image 3D Interpreter Network

Oct 04, 2016
Jiajun Wu, Tianfan Xue, Joseph J. Lim, Yuandong Tian, Joshua B. Tenenbaum, Antonio Torralba, William T. Freeman

* ECCV 2016 (oral). The first two authors contributed equally to this work 

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Best-Buddies Similarity - Robust Template Matching using Mutual Nearest Neighbors

Sep 06, 2016
Shaul Oron, Tali Dekel, Tianfan Xue, William T. Freeman, Shai Avidan


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Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks

Jul 09, 2016
Tianfan Xue, Jiajun Wu, Katherine L. Bouman, William T. Freeman

* The first two authors contributed equally to this work 

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