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Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density


Aug 24, 2021
Kuniaki Saito, Donghyun Kim, Piotr Teterwak, Stan Sclaroff, Trevor Darrell, Kate Saenko

* ICCV2021 

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VisDA-2021 Competition Universal Domain Adaptation to Improve Performance on Out-of-Distribution Data


Jul 23, 2021
Dina Bashkirova, Dan Hendrycks, Donghyun Kim, Samarth Mishra, Kate Saenko, Kuniaki Saito, Piotr Teterwak, Ben Usman

* Neurips 2021 Competition Track 

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Understanding invariance via feedforward inversion of discriminatively trained classifiers


Mar 15, 2021
Piotr Teterwak, Chiyuan Zhang, Dilip Krishnan, Michael C. Mozer


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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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Boundless: Generative Adversarial Networks for Image Extension


Aug 19, 2019
Piotr Teterwak, Aaron Sarna, Dilip Krishnan, Aaron Maschinot, David Belanger, Ce Liu, William T. Freeman


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