156 citations · 301 across the 25 of their papers we have counts for
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cs.CV2021★ 4 cited
Distribution Estimation to Automate Transformation Policies for Self-Supervision
Seunghan Yang, Debasmit Das, Simyung Chang +2
In recent visual self-supervision works, an imitated classification objective, called pretext task, is established by assigning labels to transformed or augmented input images. The…
cs.NE2021★ 1 cited
Data-driven Weight Initialization with Sylvester Solvers
Debasmit Das, Yash Bhalgat, Fatih Porikli
In this work, we propose a data-driven scheme to initialize the parameters of a deep neural network. This is in contrast to traditional approaches which randomly initialize paramet…