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The Exploration of Neural Collapse under Imbalanced Data

The Exploration of Neural Collapse under Imbalanced Data

26 November 2024
Haixia Liu
ArXiv (abs)PDFHTML

Papers citing "The Exploration of Neural Collapse under Imbalanced Data"

3 / 3 papers shown
Title
Neural Collapse is Globally Optimal in Deep Regularized ResNets and Transformers
Neural Collapse is Globally Optimal in Deep Regularized ResNets and Transformers
Peter Súkeník
Christoph H. Lampert
Marco Mondelli
71
0
0
21 May 2025
On the Geometry of Semantics in Next-token Prediction
On the Geometry of Semantics in Next-token Prediction
Yize Zhao
Christos Thrampoulidis
52
0
0
13 May 2025
The Exploration of Error Bounds in Classification with Noisy Labels
The Exploration of Error Bounds in Classification with Noisy Labels
Haixia Liu
Boxiao Li
Can Yang
Yang Wang
NoLa
178
0
0
25 Jan 2025
1