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Hyperbolic Contrastive Learning for Visual Representations beyond Objects


Dec 01, 2022
Songwei Ge, Shlok Mishra, Simon Kornblith, Chun-Liang Li, David Jacobs

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Human alignment of neural network representations


Nov 21, 2022
Lukas Muttenthaler, Jonas Dippel, Lorenz Linhardt, Robert A. Vandermeulen, Simon Kornblith

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Gaussian-Bernoulli RBMs Without Tears


Oct 19, 2022
Renjie Liao, Simon Kornblith, Mengye Ren, David J. Fleet, Geoffrey Hinton

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Improving Dense Contrastive Learning with Dense Negative Pairs


Oct 11, 2022
Berk Iskender, Zhenlin Xu, Simon Kornblith, Enhung Chu, Maryam Khademi

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Scaling Forward Gradient With Local Losses


Oct 07, 2022
Mengye Ren, Simon Kornblith, Renjie Liao, Geoffrey Hinton

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* 30 pages, tech report 

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Patching open-vocabulary models by interpolating weights


Aug 10, 2022
Gabriel Ilharco, Mitchell Wortsman, Samir Yitzhak Gadre, Shuran Song, Hannaneh Hajishirzi, Simon Kornblith, Ali Farhadi, Ludwig Schmidt

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A Study on Self-Supervised Object Detection Pretraining


Jul 09, 2022
Trung Dang, Simon Kornblith, Huy Thong Nguyen, Peter Chin, Maryam Khademi

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Decoder Denoising Pretraining for Semantic Segmentation


May 23, 2022
Emmanuel Brempong Asiedu, Simon Kornblith, Ting Chen, Niki Parmar, Matthias Minderer, Mohammad Norouzi

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Robust and Efficient Medical Imaging with Self-Supervision


May 19, 2022
Shekoofeh Azizi, Laura Culp, Jan Freyberg, Basil Mustafa, Sebastien Baur, Simon Kornblith, Ting Chen, Patricia MacWilliams, S. Sara Mahdavi, Ellery Wulczyn, Boris Babenko, Megan Wilson, Aaron Loh, Po-Hsuan Cameron Chen, Yuan Liu, Pinal Bavishi, Scott Mayer McKinney, Jim Winkens, Abhijit Guha Roy, Zach Beaver, Fiona Ryan, Justin Krogue, Mozziyar Etemadi, Umesh Telang, Yun Liu, Lily Peng, Greg S. Corrado, Dale R. Webster, David Fleet, Geoffrey Hinton, Neil Houlsby, Alan Karthikesalingam, Mohammad Norouzi, Vivek Natarajan

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