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Tianfan Xue

Fast and High-Quality Image Denoising via Malleable Convolutions


Jan 04, 2022
Yifan Jiang, Bart Wronski, Ben Mildenhall, Jon Barron, Zhangyang Wang, Tianfan Xue

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Defocus Map Estimation and Deblurring from a Single Dual-Pixel Image


Oct 12, 2021
Shumian Xin, Neal Wadhwa, Tianfan Xue, Jonathan T. Barron, Pratul P. Srinivasan, Jiawen Chen, Ioannis Gkioulekas, Rahul Garg

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* ICCV 2021 (Oral) 
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Single-Image Lens Flare Removal


Nov 26, 2020
Yicheng Wu, Qiurui He, Tianfan Xue, Rahul Garg, Jiawen Chen, Ashok Veeraraghavan, Jonathan T. Barron

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* Updated authors' information 
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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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* The first two authors contributed equally to this work 
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