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2012.05420
Cited By
On the emergence of simplex symmetry in the final and penultimate layers of neural network classifiers
10 December 2020
E. Weinan
Stephan Wojtowytsch
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ArXiv
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Papers citing
"On the emergence of simplex symmetry in the final and penultimate layers of neural network classifiers"
12 / 12 papers shown
Title
Neural Multivariate Regression: Qualitative Insights from the Unconstrained Feature Model
George Andriopoulos
Soyuj Jung Basnet
Juan Guevara
Li Guo
Keith Ross
30
0
0
14 May 2025
Enhancing Pre-Trained Model-Based Class-Incremental Learning through Neural Collapse
Kun He
Zijian Song
Shuoxi Zhang
J. Hopcroft
CLL
56
0
0
25 Apr 2025
Control-oriented Clustering of Visual Latent Representation
Han Qi
Haocheng Yin
Heng Yang
SSL
55
2
0
07 Oct 2024
Linguistic Collapse: Neural Collapse in (Large) Language Models
Robert Wu
Vardan Papyan
48
12
0
28 May 2024
Cross Entropy versus Label Smoothing: A Neural Collapse Perspective
Li Guo
Keith Ross
Zifan Zhao
George Andriopoulos
Shuyang Ling
Yufeng Xu
Zixuan Dong
UQCV
NoLa
30
9
0
06 Feb 2024
Generalized Neural Collapse for a Large Number of Classes
Jiachen Jiang
Jinxin Zhou
Peng Wang
Qing Qu
Dustin Mixon
Chong You
Zhihui Zhu
AI4CE
34
24
0
09 Oct 2023
Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants
Yibo Yang
Haobo Yuan
Hefei Ling
Jianlong Wu
Lefei Zhang
Zhouchen Lin
Philip Torr
Dacheng Tao
Guohao Li
CLL
31
8
0
03 Aug 2023
A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks
Vignesh Kothapalli
Tom Tirer
Joan Bruna
38
11
0
04 Jul 2023
Perturbation Analysis of Neural Collapse
Tom Tirer
Haoxiang Huang
Jonathan Niles-Weed
AAML
44
24
0
29 Oct 2022
Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold
Can Yaras
Peng Wang
Zhihui Zhu
Laura Balzano
Qing Qu
25
42
0
19 Sep 2022
Improving Self-Supervised Learning by Characterizing Idealized Representations
Yann Dubois
Tatsunori Hashimoto
Stefano Ermon
Percy Liang
SSL
83
40
0
13 Sep 2022
Neural Collapse: A Review on Modelling Principles and Generalization
Vignesh Kothapalli
25
74
0
08 Jun 2022
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