Search Results for author: Aritra Roy Gosthipaty

Found 2 papers, 2 papers with code

G-SimCLR: Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling

1 code implementation28 Sep 2020 Souradip Chakraborty, Aritra Roy Gosthipaty, Sayak Paul

In this work, we propose that, with the normalized temperature-scaled cross-entropy (NT-Xent) loss function (as used in SimCLR), it is beneficial to not have images of the same category in the same batch.

Contrastive Learning Denoising +2

G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling

1 code implementation25 Sep 2020 Souradip Chakraborty, Aritra Roy Gosthipaty, Sayak Paul

In this work, we propose that, with the normalized temperature-scaled cross-entropy (NT-Xent) loss function (as used in SimCLR), it is beneficial to not have images of the same category in the same batch.

Contrastive Learning Denoising +1

Cannot find the paper you are looking for? You can Submit a new open access paper.