Pushing Boundaries: Mixup's Influence on Neural Collapse

9 February 2024

Papers citing "Pushing Boundaries: Mixup's Influence on Neural Collapse"

6 / 6 papers shown

Title
Implicit Geometry of Next-token Prediction: From Language Sparsity Patterns to Model Representations Yize Zhao Tina Behnia V. Vakilian Christos Thrampoulidis 55 7 0 20 Feb 2025
Impact of Regularization on Calibration and Robustness: from the Representation Space Perspective Jonghyun Park Juyeop Kim Jong-Seok Lee 15 1 0 05 Oct 2024
The Prevalence of Neural Collapse in Neural Multivariate Regression G. Andriopoulos Zixuan Dong Li Guo Zifan Zhao Keith Ross 28 2 0 06 Sep 2024
Linguistic Collapse: Neural Collapse in (Large) Language Models Robert Wu V. Papyan 33 11 0 28 May 2024
When does mixup promote local linearity in learned representations? Arslan Chaudhry A. Menon Andreas Veit Sadeep Jayasumana Srikumar Ramalingam Surinder Kumar 13 1 0 28 Oct 2022
Exploring Deep Neural Networks via Layer-Peeled Model: Minority Collapse in Imbalanced Training Cong Fang Hangfeng He Qi Long Weijie J. Su FAtt 114 162 0 29 Jan 2021