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ORCIDDeqing Sun
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2020 – today
- 2020
[j9]Deqing Sun
, Xiaodong Yang, Ming-Yu Liu, Jan Kautz:
Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 42(6): 1408-1423 (2020)- [c38]Jinshan Pan, Yang Liu, Deqing Sun, Jimmy S. J. Ren, Ming-Ming Cheng, Jian Yang, Jinhui Tang:
Image Formation Model Guided Deep Image Super-Resolution. AAAI 2020: 11807-11814 - [c37]Taihong Xiao, Jinwei Yuan, Deqing Sun, Qifei Wang, Xin-Yu Zhang, Kehan Xu, Ming-Hsuan Yang:
Learnable Cost Volume Using the Cayley Representation. ECCV (9) 2020: 483-499 - [i19]Xitong Yang, Xiaodong Yang, Sifei Liu, Deqing Sun, Larry Davis, Jan Kautz:
Hierarchical Contrastive Motion Learning for Video Action Recognition. CoRR abs/2007.10321 (2020) - [i18]Taihong Xiao, Jinwei Yuan, Deqing Sun, Qifei Wang, Xin-Yu Zhang, Kehan Xu, Ming-Hsuan Yang:
Learnable Cost Volume Using the Cayley Representation. CoRR abs/2007.11431 (2020) - [i17]Jialiang Wang, Varun Jampani, Deqing Sun, Charles T. Loop, Stan Birchfield, Jan Kautz:
Improving Deep Stereo Network Generalization with Geometric Priors. CoRR abs/2008.11098 (2020)
2010 – 2019
- 2019
- [c36]Wei-Sheng Lai, Orazio Gallo, Jinwei Gu, Deqing Sun, Ming-Hsuan Yang, Jan Kautz:
Video Stitching for Linear Camera Arrays. BMVC 2019: 130 - [c35]Hang Su, Varun Jampani, Deqing Sun, Orazio Gallo, Erik G. Learned-Miller, Jan Kautz:
Pixel-Adaptive Convolutional Neural Networks. CVPR 2019: 11166-11175 - [c34]Anurag Ranjan, Varun Jampani, Lukas Balles, Kihwan Kim, Deqing Sun, Jonas Wulff, Michael J. Black:
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation. CVPR 2019: 12240-12249 - [c33]Fitsum A. Reda, Deqing Sun, Aysegul Dundar, Mohammad Shoeybi, Guilin Liu, Kevin J. Shih, Andrew Tao, Jan Kautz, Bryan Catanzaro:
Unsupervised Video Interpolation Using Cycle Consistency. ICCV 2019: 892-900 - [c32]Huaizu Jiang, Deqing Sun, Varun Jampani, Zhaoyang Lv, Erik G. Learned-Miller, Jan Kautz:
SENSE: A Shared Encoder Network for Scene-Flow Estimation. ICCV 2019: 3194-3203 - [c31]Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang, Erik B. Sudderth, Jan Kautz:
A Fusion Approach for Multi-Frame Optical Flow Estimation. WACV 2019: 2077-2086 - [i16]Hang Su, Varun Jampani, Deqing Sun, Orazio Gallo, Erik G. Learned-Miller, Jan Kautz:
Pixel-Adaptive Convolutional Neural Networks. CoRR abs/1904.05373 (2019) - [i15]Fitsum A. Reda, Deqing Sun, Aysegul Dundar, Mohammad Shoeybi, Guilin Liu, Kevin J. Shih, Andrew Tao, Jan Kautz, Bryan Catanzaro:
Unsupervised Video Interpolation Using Cycle Consistency. CoRR abs/1906.05928 (2019) - [i14]Wei-Sheng Lai, Orazio Gallo, Jinwei Gu, Deqing Sun, Ming-Hsuan Yang, Jan Kautz:
Video Stitching for Linear Camera Arrays. CoRR abs/1907.13622 (2019) - [i13]Huaizu Jiang, Deqing Sun, Varun Jampani, Zhaoyang Lv, Erik G. Learned-Miller, Jan Kautz:
SENSE: a Shared Encoder Network for Scene-flow Estimation. CoRR abs/1910.12361 (2019) - 2018
- [j8]Jinshan Pan, Deqing Sun, Hanspeter Pfister, Ming-Hsuan Yang:
Deblurring Images via Dark Channel Prior. IEEE Trans. Pattern Anal. Mach. Intell. 40(10): 2315-2328 (2018) - [c30]Yi-Hsuan Tsai, Ming-Yu Liu, Deqing Sun, Ming-Hsuan Yang, Jan Kautz:
Learning Binary Residual Representations for Domain-Specific Video Streaming. AAAI 2018: 7363-7370 - [c29]Wei-Chih Tu, Ming-Yu Liu, Varun Jampani, Deqing Sun, Shao-Yi Chien, Ming-Hsuan Yang, Jan Kautz:
Learning Superpixels With Segmentation-Aware Affinity Loss. CVPR 2018: 568-576 - [c28]Hang Su, Varun Jampani, Deqing Sun, Subhransu Maji, Evangelos Kalogerakis, Ming-Hsuan Yang, Jan Kautz:
SPLATNet: Sparse Lattice Networks for Point Cloud Processing. CVPR 2018: 2530-2539 - [c27]Jinshan Pan, Sifei Liu, Deqing Sun, Jiawei Zhang, Yang Liu, Jimmy S. J. Ren, Zechao Li, Jinhui Tang, Huchuan Lu, Yu-Wing Tai, Ming-Hsuan Yang:
Learning Dual Convolutional Neural Networks for Low-Level Vision. CVPR 2018: 3070-3079 - [c26]Deqing Sun, Xiaodong Yang, Ming-Yu Liu, Jan Kautz:
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume. CVPR 2018: 8934-8943 - [c25]Huaizu Jiang, Deqing Sun, Varun Jampani, Ming-Hsuan Yang, Erik G. Learned-Miller, Jan Kautz:
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation. CVPR 2018: 9000-9008 - [c24]Xiangyu Xu, Deqing Sun, Sifei Liu, Wenqi Ren, Yu-Jin Zhang, Ming-Hsuan Yang, Jian Sun:
Rendering Portraitures from Monocular Camera and Beyond. ECCV (9) 2018: 36-51 - [c23]Varun Jampani, Deqing Sun, Ming-Yu Liu, Ming-Hsuan Yang, Jan Kautz:
Superpixel Sampling Networks. ECCV (7) 2018: 363-380 - [c22]Zhaoyang Lv, Kihwan Kim, Alejandro J. Troccoli, Deqing Sun, James M. Rehg, Jan Kautz:
Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation. ECCV (5) 2018: 484-501 - [c21]Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang, Erik B. Sudderth, Jan Kautz:
A Simple and Effective Fusion Approach for Multi-frame Optical Flow Estimation. ECCV Workshops (6) 2018: 706-710 - [c20]Fatma Güney, Laura Sevilla-Lara, Deqing Sun, Jonas Wulff:
"What Is Optical Flow For?": Workshop Results and Summary. ECCV Workshops (6) 2018: 731-739 - [c19]Jiangxin Dong, Jinshan Pan, Deqing Sun, Zhixun Su, Ming-Hsuan Yang:
Learning Data Terms for Non-blind Deblurring. ECCV (11) 2018: 777-792 - [i12]Hang Su, Varun Jampani, Deqing Sun, Subhransu Maji, Evangelos Kalogerakis, Ming-Hsuan Yang, Jan Kautz:
SPLATNet: Sparse Lattice Networks for Point Cloud Processing. CoRR abs/1802.08275 (2018) - [i11]Zhaoyang Lv, Kihwan Kim, Alejandro J. Troccoli, Deqing Sun, James M. Rehg, Jan Kautz:
Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation. CoRR abs/1804.04259 (2018) - [i10]Jinshan Pan, Sifei Liu, Deqing Sun, Jiawei Zhang, Yang Liu, Jimmy S. J. Ren, Zechao Li, Jinhui Tang, Huchuan Lu, Yu-Wing Tai, Ming-Hsuan Yang:
Learning Dual Convolutional Neural Networks for Low-Level Vision. CoRR abs/1805.05020 (2018) - [i9]Anurag Ranjan, Varun Jampani, Kihwan Kim, Deqing Sun, Jonas Wulff, Michael J. Black:
Adversarial Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation. CoRR abs/1805.09806 (2018) - [i8]Varun Jampani, Deqing Sun, Ming-Yu Liu, Ming-Hsuan Yang, Jan Kautz:
Superpixel Sampling Networks. CoRR abs/1807.10174 (2018) - [i7]Deqing Sun, Xiaodong Yang, Ming-Yu Liu, Jan Kautz:
Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation. CoRR abs/1809.05571 (2018) - [i6]Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang, Erik B. Sudderth, Jan Kautz:
A Fusion Approach for Multi-Frame Optical Flow Estimation. CoRR abs/1810.10066 (2018) - 2017
- [j7]Nicolas Bonneel, James Tompkin, Deqing Sun, Oliver Wang, Kalyan Sunkavalli, Sylvain Paris, Hanspeter Pfister:
Consistent Video Filtering for Camera Arrays. Comput. Graph. Forum 36(2): 397-407 (2017) - [j6]Tine Bech, Deqing Sun, Peiqi Su, David-Alexandre Chanel, Romain Constant, Anthony Rowe, Liam Birtles, Chris Bennewith, Oliver Bown:
Demo hour. Interactions 24(2): 10-13 (2017) - [j5]Deqing Sun, Peiqi Su:
Plinko poetry. Interactions 24(3): 14-15 (2017) - [c18]Zhile Ren, Deqing Sun, Jan Kautz, Erik B. Sudderth:
Cascaded Scene Flow Prediction Using Semantic Segmentation. 3DV 2017: 225-233 - [c17]Radu Timofte, Eirikur Agustsson, Luc Van Gool, Ming-Hsuan Yang, Lei Zhang, Bee Lim, Sanghyun Son, Heewon Kim, Seungjun Nah, Kyoung Mu Lee, Xintao Wang, Yapeng Tian, Ke Yu, Yulun Zhang, Shixiang Wu, Chao Dong, Liang Lin, Yu Qiao, Chen Change Loy, Woong Bae, Jae Jun Yoo, Yoseob Han, Jong Chul Ye, Jae-Seok Choi, Munchurl Kim, Yuchen Fan, Jiahui Yu, Wei Han, Ding Liu, Haichao Yu, Zhangyang Wang, Honghui Shi, Xinchao Wang, Thomas S. Huang, Yunjin Chen, Kai Zhang, Wangmeng Zuo, Zhimin Tang, Linkai Luo, Shaohui Li, Min Fu, Lei Cao, Wen Heng, Giang Bui, Truc Le, Ye Duan, Dacheng Tao, Ruxin Wang, Xu Lin, Jianxin Pang, Jinchang Xu, Yu Zhao, Xiangyu Xu, Jin-shan Pan, Deqing Sun, Yujin Zhang, Xibin Song, Yuchao Dai, Xueying Qin, Xuan-Phung Huynh, Tiantong Guo, Hojjat Seyed Mousavi, Tiep Huu Vu, Vishal Monga, Cristóvão Cruz, Karen O. Egiazarian, Vladimir Katkovnik, Rakesh Mehta, Arnav Kumar Jain, Abhinav Agarwalla, Ch V. Sai Praveen, Ruofan Zhou, Hongdiao Wen, Che Zhu, Zhiqiang Xia, Zhengtao Wang, Qi Guo:
NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results. CVPR Workshops 2017: 1110-1121 - [c16]Xiangyu Xu, Deqing Sun, Jinshan Pan, Yujin Zhang, Hanspeter Pfister, Ming-Hsuan Yang:
Learning to Super-Resolve Blurry Face and Text Images. ICCV 2017: 251-260 - [i5]Zhile Ren, Deqing Sun, Jan Kautz, Erik B. Sudderth:
Cascaded Scene Flow Prediction using Semantic Segmentation. CoRR abs/1707.08313 (2017) - [i4]Deqing Sun, Xiaodong Yang, Ming-Yu Liu, Jan Kautz:
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume. CoRR abs/1709.02371 (2017) - [i3]Huaizu Jiang, Deqing Sun, Varun Jampani, Ming-Hsuan Yang, Erik G. Learned-Miller, Jan Kautz:
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation. CoRR abs/1712.00080 (2017) - [i2]Yi-Hsuan Tsai, Ming-Yu Liu, Deqing Sun, Ming-Hsuan Yang, Jan Kautz:
Learning Binary Residual Representations for Domain-specific Video Streaming. CoRR abs/1712.05087 (2017) - 2016
- [c15]Jin-shan Pan, Deqing Sun, Hanspeter Pfister, Ming-Hsuan Yang:
Blind Image Deblurring Using Dark Channel Prior. CVPR 2016: 1628-1636 - [c14]Laura Sevilla-Lara, Deqing Sun, Varun Jampani, Michael J. Black:
Optical Flow with Semantic Segmentation and Localized Layers. CVPR 2016: 3889-3898 - [c13]Deqing Sun, Peiqi Su:
Plinko Poetry 2012. SIGGRAPH Art Gallery 2016: 358-359 - [i1]Laura Sevilla-Lara, Deqing Sun, Varun Jampani, Michael J. Black:
Optical Flow with Semantic Segmentation and Localized Layers. CoRR abs/1603.03911 (2016) - 2015
- [j4]Nicolas Bonneel, James Tompkin, Kalyan Sunkavalli, Deqing Sun, Sylvain Paris, Hanspeter Pfister:
Blind video temporal consistency. ACM Trans. Graph. 34(6): 196:1-196:9 (2015) - [c12]Deqing Sun, Erik B. Sudderth, Hanspeter Pfister:
Layered RGBD scene flow estimation. CVPR 2015: 548-556 - 2014
- [j3]Deqing Sun, Stefan Roth, Michael J. Black:
A Quantitative Analysis of Current Practices in Optical Flow Estimation and the Principles Behind Them. Int. J. Comput. Vis. 106(2): 115-137 (2014) - [j2]Ce Liu, Deqing Sun:
On Bayesian Adaptive Video Super Resolution. IEEE Trans. Pattern Anal. Mach. Intell. 36(2): 346-360 (2014) - [c11]Deqing Sun, Ce Liu, Hanspeter Pfister:
Local Layering for Joint Motion Estimation and Occlusion Detection. CVPR 2014: 1098-1105 - [c10]Laura Sevilla-Lara, Deqing Sun, Erik G. Learned-Miller, Michael J. Black:
Optical Flow Estimation with Channel Constancy. ECCV (1) 2014: 423-438 - 2013
- [c9]Deqing Sun, Jonas Wulff, Erik B. Sudderth, Hanspeter Pfister, Michael J. Black:
A Fully-Connected Layered Model of Foreground and Background Flow. CVPR 2013: 2451-2458 - 2012
- [c8]Deqing Sun, Erik B. Sudderth, Michael J. Black:
Layered segmentation and optical flow estimation over time. CVPR 2012: 1768-1775 - [c7]Deqing Sun, Ce Liu:
Non-causal Temporal Prior for Video Deblocking. ECCV (5) 2012: 510-523 - 2011
- [c6]Ce Liu, Deqing Sun:
A Bayesian approach to adaptive video super resolution. CVPR 2011: 209-216 - 2010
- [c5]Deqing Sun, Stefan Roth, Michael J. Black:
Secrets of optical flow estimation and their principles. CVPR 2010: 2432-2439 - [c4]Deqing Sun, Erik B. Sudderth, Michael J. Black:
Layered image motion with explicit occlusions, temporal consistency, and depth ordering. NIPS 2010: 2226-2234
2000 – 2009
- 2008
- [c3]Deqing Sun, Stefan Roth, J. P. Lewis, Michael J. Black:
Learning Optical Flow. ECCV (3) 2008: 83-97 - 2007
- [j1]Deqing Sun, Wai-kuen Cham:
Postprocessing of Low Bit-Rate Block DCT Coded Images Based on a Fields of Experts Prior. IEEE Trans. Image Process. 16(11): 2743-2751 (2007) - [c2]Deqing Sun, Wai-kuen Cham:
An Effective Postprocessing Method for Lowbit Rate Block DCT Coded Images. ICASSP (1) 2007: 705-708 - [c1]Yifeng Jiang, Jun Xie, Deqing Sun, Hung-Tat Tsui:
Shape Registration by Simultaneously Optimizing Representation and Transformation. MICCAI (2) 2007: 809-817
Coauthor Index
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