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20222026
most citedNeural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold

4 citations · 8 across the 11 of their papers we have counts for

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Showing 2024Show all

2 papers · 1 filter

cs.LG2024

Explaining and Mitigating the Modality Gap in Contrastive Multimodal Learning

Can Yaras, Siyi Chen, Peng Wang +1

Multimodal learning has recently gained significant popularity, demonstrating impressive performance across various zero-shot classification tasks and a range of perceptive and gen…

cs.LG2024★ 1 cited

Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation

Can Yaras, Peng Wang, Laura Balzano +1

While overparameterization in machine learning models offers great benefits in terms of optimization and generalization, it also leads to increased computational requirements as mo…