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What makes for good views for contrastive learning

May 20, 2020
Yonglong Tian, Chen Sun, Ben Poole, Dilip Krishnan, Cordelia Schmid, Phillip Isola

* submitted to ECCV 2020 

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Supervised Contrastive Learning

Apr 23, 2020
Prannay Khosla, Piotr Teterwak, Chen Wang, Aaron Sarna, Yonglong Tian, Phillip Isola, Aaron Maschinot, Ce Liu, Dilip Krishnan


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Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need?

Mar 25, 2020
Yonglong Tian, Yue Wang, Dilip Krishnan, Joshua B. Tenenbaum, Phillip Isola

* First two authors contributed equally. Code: http://github.com/WangYueFt/rfs/ 

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Contrastive Representation Distillation

Oct 23, 2019
Yonglong Tian, Dilip Krishnan, Phillip Isola

* Project Page: http://hobbitlong.github.io/CRD/, Code: http://github.com/HobbitLong/RepDistiller 

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Training-Free Uncertainty Estimation for Neural Networks

Sep 28, 2019
Lu Mi, Hao Wang, Yonglong Tian, Nir Shavit

* 15 pages, 10 figures 

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Contrastive Multiview Coding

Jun 23, 2019
Yonglong Tian, Dilip Krishnan, Phillip Isola

* In submission. Code: http://github.com/HobbitLong/CMC/ 

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Learning to Infer and Execute 3D Shape Programs

Jan 09, 2019
Yonglong Tian, Andrew Luo, Xingyuan Sun, Kevin Ellis, William T. Freeman, Joshua B. Tenenbaum, Jiajun Wu

* ICLR 2019. Project page: http://shape2prog.csail.mit.edu 

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Representation Learning on Graphs with Jumping Knowledge Networks

Jun 25, 2018
Keyulu Xu, Chengtao Li, Yonglong Tian, Tomohiro Sonobe, Ken-ichi Kawarabayashi, Stefanie Jegelka

* ICML 2018, accepted as a long oral presentation 

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DeepID-Net: Deformable Deep Convolutional Neural Networks for Object Detection

Jun 02, 2015
Wanli Ouyang, Xiaogang Wang, Xingyu Zeng, Shi Qiu, Ping Luo, Yonglong Tian, Hongsheng Li, Shuo Yang, Zhe Wang, Chen-Change Loy, Xiaoou Tang

* CVPR15, arXiv admin note: substantial text overlap with arXiv:1409.3505 

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Pedestrian Detection aided by Deep Learning Semantic Tasks

Nov 29, 2014
Yonglong Tian, Ping Luo, Xiaogang Wang, Xiaoou Tang


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DeepID-Net: multi-stage and deformable deep convolutional neural networks for object detection

Sep 11, 2014
Wanli Ouyang, Ping Luo, Xingyu Zeng, Shi Qiu, Yonglong Tian, Hongsheng Li, Shuo Yang, Zhe Wang, Yuanjun Xiong, Chen Qian, Zhenyao Zhu, Ruohui Wang, Chen-Change Loy, Xiaogang Wang, Xiaoou Tang


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