Vala Vakilian | DeepAI

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Featured Co-authors

Christos Thrampoulidis
44 publications
Tina Behnia
4 publications
Ganesh R. Kini
3 publications
Ganesh Ramachandra Kini
3 publications
Jaidev Gill
1 publication

research

∙ 06/13/2023

Supervised-Contrastive Loss Learns Orthogonal Frames and Batching Matters

Supervised contrastive loss (SCL) is a competitive and often superior al...

0 Ganesh Ramachandra Kini, et al. ∙

research

∙ 03/14/2023

On the Implicit Geometry of Cross-Entropy Parameterizations for Label-Imbalanced Data

Various logit-adjusted parameterizations of the cross-entropy (CE) loss ...

0 Tina Behnia, et al. ∙

research

∙ 08/10/2022

Imbalance Trouble: Revisiting Neural-Collapse Geometry

Neural Collapse refers to the remarkable structural properties character...

0 Christos Thrampoulidis, et al. ∙