Search Results for author: Umangi Jain

Found 2 papers, 0 papers with code

Multimodal contrastive learning for remote sensing tasks

no code implementations6 Sep 2022 Umangi Jain, Alex Wilson, Varun Gulshan

Self-supervised methods have shown tremendous success in the field of computer vision, including applications in remote sensing and medical imaging.

Contrastive Learning

Predicting the success of Gradient Descent for a particular Dataset-Architecture-Initialization (DAI)

no code implementations25 Nov 2021 Umangi Jain, Harish G. Ramaswamy

Despite their massive success, training successful deep neural networks still largely relies on experimentally choosing an architecture, hyper-parameters, initialization, and training mechanism.

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