Tianfan Xue

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 54

Top Venues

CoRR

CVPR

NIPS

Int. J. Comput. Vis.

Massachusetts Institute of Technology, Cambridge, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, USA

PHD

Publications

Zhiyuan You, Zheyuan Li, Jinjin Gu, Zhenfei Yin, Tianfan Xue, Chao Dong
Depicting Beyond Scores: Advancing Image Quality Assessment through Multi-modal Language Models. CoRR (2023)
Yifan Jiang, Peter Hedman, Ben Mildenhall, Dejia Xu, Jonathan T. Barron, Zhangyang Wang, Tianfan Xue
AligNeRF: High-Fidelity Neural Radiance Fields via Alignment-Aware Training. CVPR (2023)
Yitong Jiang, Zhaoyang Zhang, Tianfan Xue, Jinwei Gu
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion. CoRR (2023)
Zhiyi Li, Lihe Ding, Tianfan Xue
Obj-NeRF: Extract Object NeRFs from Multi-view Images. CoRR (2023)
Lihe Ding, Shaocong Dong, Zhanpeng Huang, Zibin Wang, Yiyuan Zhang, Kaixiong Gong, Dan Xu, Tianfan Xue
Text-to-3D Generation with Bidirectional Diffusion using both 2D and 3D priors. CoRR (2023)
Yujin Wang, Lingen Li, Tianfan Xue, Jinwei Gu
Reconstruct-and-Generate Diffusion Model for Detail-Preserving Image Denoising. CoRR (2023)
Tai Wang, Xiaohan Mao, Chenming Zhu, Runsen Xu, Ruiyuan Lyu, Peisen Li, Xiao Chen, Wenwei Zhang, Kai Chen, Tianfan Xue, Xihui Liu, Cewu Lu, Dahua Lin, Jiangmiao Pang
EmbodiedScan: A Holistic Multi-Modal 3D Perception Suite Towards Embodied AI. CoRR (2023)
Yifan Jiang, Peter Hedman, Ben Mildenhall, Dejia Xu, Jonathan T. Barron, Zhangyang Wang, Tianfan Xue
AligNeRF: High-Fidelity Neural Radiance Fields via Alignment-Aware Training. CoRR (2022)
Yifan Jiang, Bart Wronski, Ben Mildenhall, Jonathan T. Barron, Zhangyang Wang, Tianfan Xue
Fast and High-Quality Image Denoising via Malleable Convolutions. CoRR (2022)
Yifan Jiang, Bartlomiej Wronski, Ben Mildenhall, Jonathan T. Barron, Zhangyang Wang, Tianfan Xue
Fast and High Quality Image Denoising via Malleable Convolution. ECCV (18) (2022)
Xide Xia, Tianfan Xue, Wei-Sheng Lai, Zheng Sun, Abby Chang, Brian Kulis, Jiawen Chen
Real-time Localized Photorealistic Video Style Transfer. WACV (2021)
Shumian Xin, Neal Wadhwa, Tianfan Xue, Jonathan T. Barron, Pratul P. Srinivasan, Jiawen Chen, Ioannis Gkioulekas, Rahul Garg
Defocus Map Estimation and Deblurring from a Single Dual-Pixel Image. CoRR (2021)
Yicheng Wu, Qiurui He, Tianfan Xue, Rahul Garg, Jiawen Chen, Ashok Veeraraghavan, Jonathan T. Barron
How to Train Neural Networks for Flare Removal. ICCV (2021)
Shumian Xin, Neal Wadhwa, Tianfan Xue, Jonathan T. Barron, Pratul P. Srinivasan, Jiawen Chen, Ioannis Gkioulekas, Rahul Garg
Defocus Map Estimation and Deblurring from a Single Dual-Pixel Image. ICCV (2021)
Simon Niklaus, Xuaner Cecilia Zhang, Jonathan T. Barron, Neal Wadhwa, Rahul Garg, Feng Liu, Tianfan Xue
Learned Dual-View Reflection Removal. WACV (2021)
Simon Niklaus, Xuaner Cecilia Zhang, Jonathan T. Barron, Neal Wadhwa, Rahul Garg, Feng Liu, Tianfan Xue
Learned Dual-View Reflection Removal. CoRR (2020)
Yicheng Wu, Qiurui He, Tianfan Xue, Rahul Garg, Jiawen Chen, Ashok Veeraraghavan, Jonathan T. Barron
Single-Image Lens Flare Removal. CoRR (2020)
Xide Xia, Meng Zhang, Tianfan Xue, Zheng Sun, Hui Fang, Brian Kulis, Jiawen Chen
Joint Bilateral Learning for Real-Time Universal Photorealistic Style Transfer. ECCV (8) (2020)
Xide Xia, Meng Zhang, Tianfan Xue, Zheng Sun, Hui Fang, Brian Kulis, Jiawen Chen
Joint Bilateral Learning for Real-time Universal Photorealistic Style Transfer. CoRR (2020)
Xiuming Zhang, Sean Ryan Fanello, Yun-Ta Tsai, Tiancheng Sun, Tianfan Xue, Rohit Pandey, Sergio Orts-Escolano, Philip L. Davidson, Christoph Rhemann, Paul E. Debevec, Jonathan T. Barron, Ravi Ramamoorthi, William T. Freeman
Neural Light Transport for Relighting and View Synthesis. CoRR (2020)
Xide Xia, Tianfan Xue, Wei-Sheng Lai, Zheng Sun, Abby Chang, Brian Kulis, Jiawen Chen
Real-time Localized Photorealistic Video Style Transfer. CoRR (2020)
Jian Wang, Tianfan Xue, Jonathan T. Barron, Jiawen Chen
Stereoscopic Dark Flash for Low-light Photography. ICCP (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
Handheld Mobile Photography in Very Low Light. CoRR (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
Handheld mobile photography in very low light. ACM Trans. Graph. 38 (6) (2019)
Tianfan Xue, Baian Chen, Jiajun Wu, Donglai Wei, William T. Freeman
Video Enhancement with Task-Oriented Flow. Int. J. Comput. Vis. 127 (8) (2019)
Tianfan Xue, Jiajun Wu, Katherine L. Bouman, William T. Freeman
Visual Dynamics: Stochastic Future Generation via Layered Cross Convolutional Networks. IEEE Trans. Pattern Anal. Mach. Intell. 41 (9) (2019)
Tianfan Xue, Andrew Owens, Daniel Scharstein, Michael Goesele, Richard Szeliski
Multi-frame stereo matching with edges, planes, and superpixels. Image Vis. Comput. 91 (2019)
Jian Wang, Tianfan Xue, Jonathan T. Barron, Jiawen Chen
Stereoscopic Dark Flash for Low-light Photography. CoRR (2019)
Tim Brooks, Ben Mildenhall, Tianfan Xue, Jiawen Chen, Dillon Sharlet, Jonathan T. Barron
Unprocessing Images for Learned Raw Denoising. CVPR (2019)
Xingyuan Sun, Jiajun Wu, Xiuming Zhang, Zhoutong Zhang, Chengkai Zhang, Tianfan Xue, Joshua B. Tenenbaum, William T. Freeman
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling. CVPR (2018)
Tianfan Xue, Jiajun Wu, Zhoutong Zhang, Chengkai Zhang, Joshua B. Tenenbaum, William T. Freeman
Seeing Tree Structure from Vibration. CoRR (2018)
Xingyuan Sun, Jiajun Wu, Xiuming Zhang, Zhoutong Zhang, Chengkai Zhang, Tianfan Xue, Joshua B. Tenenbaum, William T. Freeman
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling. CoRR (2018)
Tianfan Xue, Jiajun Wu, Katherine L. Bouman, William T. Freeman
Visual Dynamics: Stochastic Future Generation via Layered Cross Convolutional Networks. CoRR (2018)
Shaul Oron, Tali Dekel, Tianfan Xue, William T. Freeman, Shai Avidan
Best-Buddies Similarity - Robust Template Matching Using Mutual Nearest Neighbors. IEEE Trans. Pattern Anal. Mach. Intell. 40 (8) (2018)
Jiajun Wu, Tianfan Xue, Joseph J. Lim, Yuandong Tian, Joshua B. Tenenbaum, Antonio Torralba, William T. Freeman
3D Interpreter Networks for Viewer-Centered Wireframe Modeling. CoRR (2018)
Tianfan Xue, Jiajun Wu, Zhoutong Zhang, Chengkai Zhang, Joshua B. Tenenbaum, William T. Freeman
Seeing Tree Structure from Vibration. ECCV (9) (2018)
Xiuming Zhang, Tali Dekel, Tianfan Xue, Andrew Owens, Qiurui He, Jiajun Wu, Stefanie Mueller, William T. Freeman
MoSculp: Interactive Visualization of Shape and Time. CoRR (2018)
Tim Brooks, Ben Mildenhall, Tianfan Xue, Jiawen Chen, Dillon Sharlet, Jonathan T. Barron
Unprocessing Images for Learned Raw Denoising. CoRR (2018)
Xiuming Zhang, Tali Dekel, Tianfan Xue, Andrew Owens, Qiurui He, Jiajun Wu, Stefanie Mueller, William T. Freeman
MoSculp: Interactive Visualization of Shape and Time. UIST (2018)
Jiajun Wu, Tianfan Xue, Joseph J. Lim, Yuandong Tian, Joshua B. Tenenbaum, Antonio Torralba, William T. Freeman
3D Interpreter Networks for Viewer-Centered Wireframe Modeling. Int. J. Comput. Vis. 126 (9) (2018)
Jiajun Wu, Yifan Wang, Tianfan Xue, Xingyuan Sun, Bill Freeman, Josh Tenenbaum
MarrNet: 3D Shape Reconstruction via 2.5D Sketches. NIPS (2017)
Jiajun Wu, Yifan Wang, Tianfan Xue, Xingyuan Sun, William T. Freeman, Joshua B. Tenenbaum
MarrNet: 3D Shape Reconstruction via 2.5D Sketches. CoRR (2017)
Jihao Yin, Hongmei Zhu, Ding Yuan, Tianfan Xue
Sparse representation over discriminative dictionary for stereo matching. Pattern Recognit. 71 (2017)
Tianfan Xue, Baian Chen, Jiajun Wu, Donglai Wei, William T. Freeman
Video Enhancement with Task-Oriented Flow. CoRR (2017)
Jiajun Wu, Chengkai Zhang, Tianfan Xue, William T. Freeman, Joshua B. Tenenbaum
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling. CoRR (2016)
Tianfan Xue, Jiajun Wu, Katherine L. Bouman, William T. Freeman
Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks. CoRR (2016)
Changqing Zou, Tianfan Xue, Xiaojiang Peng, Honghua Li, Baochang Zhang, Ping Tan, Jianzhuang Liu
An example-based approach to 3D man-made object reconstruction from line drawings. Pattern Recognit. 60 (2016)
Jiajun Wu, Tianfan Xue, Joseph J. Lim, Yuandong Tian, Joshua B. Tenenbaum, Antonio Torralba, William T. Freeman
Single Image 3D Interpreter Network. CoRR (2016)
Jiajun Wu, Tianfan Xue, Joseph J. Lim, Yuandong Tian, Joshua B. Tenenbaum, Antonio Torralba, William T. Freeman
Single Image 3D Interpreter Network. ECCV (6) (2016)
Tianfan Xue, Jiajun Wu, Katherine L. Bouman, Bill Freeman
Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks. NIPS (2016)
Shaul Oron, Tali Dekel, Tianfan Xue, William T. Freeman, Shai Avidan
Best-Buddies Similarity - Robust Template Matching using Mutual Nearest Neighbors. CoRR (2016)
Jiajun Wu, Chengkai Zhang, Tianfan Xue, Bill Freeman, Josh Tenenbaum
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling. NIPS (2016)
Tianfan Xue, Michael Rubinstein, Ce Liu, William T. Freeman
A computational approach for obstruction-free photography. ACM Trans. Graph. 34 (4) (2015)
Tianfan Xue, Hossein Mobahi, Frédo Durand, William T. Freeman
The aperture problem for refractive motion. CVPR (2015)
Tianfan Xue, Michael Rubinstein, Neal Wadhwa, Anat Levin, Frédo Durand, William T. Freeman
Refraction Wiggles for Measuring Fluid Depth and Velocity from Video. ECCV (3) (2014)
Yanjie Li, Tianfan Xue, Lifeng Sun, Jianzhuang Liu
Joint Example-Based Depth Map Super-Resolution. ICME (2012)
Tianfan Xue, Jianzhuang Liu, Xiaoou Tang
3-D Modeling From a Single View of a Symmetric Object. IEEE Trans. Image Process. 21 (9) (2012)
Tianfan Xue, Jianzhuang Liu, Xiaoou Tang
Example-based 3D object reconstruction from line drawings. CVPR (2012)
Yanjie Li, Lifeng Sun, Tianfan Xue
Fast frame-rate up-conversion of depth video via video coding. ACM Multimedia (2011)
Tianfan Xue, Jianzhuang Liu, Xiaoou Tang
Symmetric piecewise planar object reconstruction from a single image. CVPR (2011)
Tianfan Xue, Jianzhuang Liu, Xiaoou Tang
Object cut: Complex 3D object reconstruction through line drawing separation. CVPR (2010)
Yi Tang, Tianfan Xue, Junchen Jiang, Bin Liu
Deflation DFA: Remembering History is Adequate. ICC (2010)

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Publication Activity (10 Years)

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Tianfan Xue