Yaras, Can

7 publications

CPAL 2025 Explaining and Mitigating the Modality Gap in Contrastive Multimodal Learning Can Yaras, Siyi Chen, Peng Wang, Qing Qu

NeurIPS 2025 MonarchAttention: Zero-Shot Conversion to Fast, Hardware-Aware Structured Attention Can Yaras, Alec S Xu, Pierre Abillama, Changwoo Lee, Laura Balzano

JMLR 2025 Understanding Deep Representation Learning via Layerwise Feature Compression and Discrimination Peng Wang, Xiao Li, Can Yaras, Zhihui Zhu, Laura Balzano, Wei Hu, Qing Qu

ICML 2024 Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation Can Yaras, Peng Wang, Laura Balzano, Qing Qu

NeurIPSW 2023 Invariant Low-Dimensional Subspaces in Gradient Descent for Learning Deep Matrix Factorizations Can Yaras, Peng Wang, Wei Hu, Zhihui Zhu, Laura Balzano, Qing Qu

NeurIPSW 2022 Linear Convergence Analysis of Neural Collapse with Unconstrained Features Peng Wang, Huikang Liu, Can Yaras, Laura Balzano, Qing Qu

NeurIPS 2022 Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold Can Yaras, Peng Wang, Zhihui Zhu, Laura Balzano, Qing Qu