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Pushing Boundaries: Mixup's Influence on Neural Collapse

Pushing Boundaries: Mixup's Influence on Neural Collapse

Quinn Fisher
Haoming Meng
V. Papyan
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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
Implicit Geometry of Next-token Prediction: From Language Sparsity Patterns to Model Representations
Yize Zhao
Tina Behnia
V. Vakilian
Christos Thrampoulidis
55
8
0
20 Feb 2025
Impact of Regularization on Calibration and Robustness: from the Representation Space Perspective
Impact of Regularization on Calibration and Robustness: from the Representation Space Perspective
Jonghyun Park
Juyeop Kim
Jong-Seok Lee
23
1
0
05 Oct 2024
The Prevalence of Neural Collapse in Neural Multivariate Regression
The Prevalence of Neural Collapse in Neural Multivariate Regression
George Andriopoulos
Zixuan Dong
Li Guo
Zifan Zhao
Keith Ross
47
3
0
06 Sep 2024
Linguistic Collapse: Neural Collapse in (Large) Language Models
Linguistic Collapse: Neural Collapse in (Large) Language Models
Robert Wu
V. Papyan
48
12
0
28 May 2024
When does mixup promote local linearity in learned representations?
When does mixup promote local linearity in learned representations?
Arslan Chaudhry
A. Menon
Andreas Veit
Sadeep Jayasumana
Srikumar Ramalingam
Surinder Kumar
28
1
0
28 Oct 2022
Exploring Deep Neural Networks via Layer-Peeled Model: Minority Collapse in Imbalanced Training
Exploring Deep Neural Networks via Layer-Peeled Model: Minority Collapse in Imbalanced Training
Cong Fang
Hangfeng He
Qi Long
Weijie J. Su
FAtt
127
165
0
29 Jan 2021