Neural Collapse in the Intermediate Hidden Layers of Classification Neural Networks

5 August 2023

Papers citing "Neural Collapse in the Intermediate Hidden Layers of Classification Neural Networks"

9 / 9 papers shown

Title
Control-oriented Clustering of Visual Latent Representation Han Qi Haocheng Yin Heng Yang SSL 117 2 0 07 Oct 2024
Dual Process Learning: Controlling Use of In-Context vs. In-Weights Strategies with Weight Forgetting Suraj Anand Michael A. Lepori Jack Merullo Ellie Pavlick CLL 95 8 0 28 May 2024
Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection Yingwen Wu Ruiji Yu Xinwen Cheng Zhengbao He Xiaolin Huang OODD 96 3 0 28 May 2024
Are All Losses Created Equal: A Neural Collapse Perspective Jinxin Zhou Chong You Xiao Li Kangning Liu Sheng Liu Qing Qu Zhihui Zhu 72 64 0 04 Oct 2022
Neural Collapse with Cross-Entropy Loss Jianfeng Lu Stefan Steinerberger MLT 58 65 0 15 Dec 2020
Neural collapse with unconstrained features D. Mixon Hans Parshall Jianzong Pi 72 120 0 23 Nov 2020
Prevalence of Neural Collapse during the terminal phase of deep learning training Vardan Papyan Xuemei Han D. Donoho 202 574 0 18 Aug 2020
Revealing the Structure of Deep Neural Networks via Convex Duality Tolga Ergen Mert Pilanci MLT 48 72 0 22 Feb 2020
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 283 8,883 0 25 Aug 2017