Generalized Neural Collapse for a Large Number of Classes

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Generalized Neural Collapse for a Large Number of Classes

9 October 2023

Qing Qu

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Papers citing "Generalized Neural Collapse for a Large Number of Classes"

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Title
From Compression to Expansion: A Layerwise Analysis of In-Context Learning Jiachen Jiang Yuxin Dong Jinxin Zhou Zhihui Zhu 65 0 0 22 May 2025
Neural Collapse is Globally Optimal in Deep Regularized ResNets and Transformers Peter Súkeník Christoph H. Lampert Marco Mondelli 79 0 0 21 May 2025
On the Geometry of Semantics in Next-token Prediction Yize Zhao Christos Thrampoulidis 62 0 0 13 May 2025
The Persistence of Neural Collapse Despite Low-Rank Bias: An Analytic Perspective Through Unconstrained Features Connall Garrod Jonathan P. Keating 69 4 0 30 Oct 2024
Control-oriented Clustering of Visual Latent Representation Han Qi Haocheng Yin Heng Yang SSL 145 2 0 07 Oct 2024
Cell-ontology guided transcriptome foundation model Xinyu Yuan Zhihao Zhan Zuobai Zhang Manqi Zhou Jianan Zhao Boyu Han Yue Li Jian Tang 136 2 0 22 Aug 2024
Cross Entropy versus Label Smoothing: A Neural Collapse Perspective Li Guo George Andriopoulos Zifan Zhao Shuyang Ling Shuyang Ling Keith Ross UQCV NoLa 82 9 0 06 Feb 2024
Mini-Batch Optimization of Contrastive Loss Jaewoong Cho Kartik K. Sreenivasan Keon Lee Kyunghoo Mun Soheun Yi Jeong-Gwan Lee Anna Lee Jy-yong Sohn Dimitris Papailiopoulos Kangwook Lee SSL 88 10 0 12 Jul 2023
Principled and Efficient Transfer Learning of Deep Models via Neural Collapse Xiao Li Sheng Liu Jin-li Zhou Xin Lu C. Fernandez‐Granda Zhihui Zhu Q. Qu AAML 97 20 0 23 Dec 2022