Symmetric Neural-Collapse Representations with Supervised Contrastive Loss: The Impact of ReLU and Batching

13 June 2023

Papers citing "Symmetric Neural-Collapse Representations with Supervised Contrastive Loss: The Impact of ReLU and Batching"

5 / 5 papers shown

Title
On the Geometry of Semantics in Next-token Prediction Yize Zhao Christos Thrampoulidis 13 0 0 13 May 2025
Inducing Neural Collapse to a Fixed Hierarchy-Aware Frame for Reducing Mistake Severity Tong Liang Jim Davis 30 10 0 10 Mar 2023
Neural Collapse in Deep Linear Networks: From Balanced to Imbalanced Data Hien Dang Tho Tran T. Nguyen Hung The Tran Nhat Ho Hung Tran 32 28 0 01 Jan 2023
An Unconstrained Layer-Peeled Perspective on Neural Collapse Wenlong Ji Yiping Lu Yiliang Zhang Zhun Deng Weijie J. Su 122 83 0 06 Oct 2021
Exploring Deep Neural Networks via Layer-Peeled Model: Minority Collapse in Imbalanced Training Cong Fang Hangfeng He Qi Long Weijie J. Su FAtt 117 164 0 29 Jan 2021