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Elastic Weight Consolidation Improves the Robustness of Self-Supervised Learning Methods under Transfer


Oct 28, 2022
Andrius Ovsianas, Jason Ramapuram, Dan Busbridge, Eeshan Gunesh Dhekane, Russ Webb

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* NeurIPS 2022 Workshop: Self-Supervised Learning - Theory and Practice 

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Position Prediction as an Effective Pretraining Strategy


Jul 15, 2022
Shuangfei Zhai, Navdeep Jaitly, Jason Ramapuram, Dan Busbridge, Tatiana Likhomanenko, Joseph Yitan Cheng, Walter Talbott, Chen Huang, Hanlin Goh, Joshua Susskind

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* Accepted to ICML 2022 

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Challenges of Adversarial Image Augmentations


Dec 03, 2021
Arno Blaas, Xavier Suau, Jason Ramapuram, Nicholas Apostoloff, Luca Zappella

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* To appear at the ICBINB 2021 Neurips Workshop 

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Stochastic Contrastive Learning


Oct 01, 2021
Jason Ramapuram, Dan BusBridge, Xavier Suau, Russ Webb

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Evaluating the fairness of fine-tuning strategies in self-supervised learning


Oct 01, 2021
Jason Ramapuram, Dan Busbridge, Russ Webb

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* Accepted to BayLearn 2021 

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Do Self-Supervised and Supervised Methods Learn Similar Visual Representations?


Oct 01, 2021
Tom George Grigg, Dan Busbridge, Jason Ramapuram, Russ Webb

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* 4 pages + 2 pages of appendices, 5 figures, 1 table 

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Kanerva++: extending The Kanerva Machine with differentiable, locally block allocated latent memory


Mar 16, 2021
Jason Ramapuram, Yan Wu, Alexandros Kalousis

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* ICLR 2021 

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Self-Supervised MultiModal Versatile Networks


Jun 29, 2020
Jean-Baptiste Alayrac, Adrià Recasens, Rosalia Schneider, Relja Arandjelović, Jason Ramapuram, Jeffrey De Fauw, Lucas Smaira, Sander Dieleman, Andrew Zisserman

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