Can Yaras

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Connectionist Networks

Histogram Matching

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Can Yaras, Kaleb Kassaw, Bohao Huang, Kyle Bradbury, Jordan M. Malof
Randomized Histogram Matching: A Simple Augmentation for Unsupervised Domain Adaptation in Overhead Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Can Yaras, Peng Wang, Laura Balzano, Qing Qu
Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation. CoRR (2024)
Can Yaras, Peng Wang, Wei Hu, Zhihui Zhu, Laura Balzano, Qing Qu
The Law of Parsimony in Gradient Descent for Learning Deep Linear Networks. CoRR (2023)
Peng Wang, Xiao Li, Can Yaras, Zhihui Zhu, Laura Balzano, Wei Hu, Qing Qu
Understanding Deep Representation Learning via Layerwise Feature Compression and Discrimination. CoRR (2023)
Can Yaras, Peng Wang, Zhihui Zhu, Laura Balzano, Qing Qu
Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold. CoRR (2022)
Can Yaras, Peng Wang, Zhihui Zhu, Laura Balzano, Qing Qu
Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold. NeurIPS (2022)