Learning Equi-angular Representations for Online Continual Learning

Learning Equi-angular Representations for Online Continual Learning

2 April 2024

Hankook Lee

Papers citing "Learning Equi-angular Representations for Online Continual Learning"

10 / 10 papers shown

Title
Fresh-CL: Feature Realignment through Experts on Hypersphere in Continual Learning Zhongyi Zhou Yaxin Peng Pin Yi Minjie Zhu Chaomin Shen 42 0 0 04 Jan 2025
Neural Collapse Inspired Knowledge Distillation Shuoxi Zhang Zijian Song Kun He 67 1 0 16 Dec 2024
Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling Minhyuk Seo Hyunseo Koh Jonghyun Choi 24 1 0 19 Oct 2024
The Prevalence of Neural Collapse in Neural Multivariate Regression G. Andriopoulos Zixuan Dong Li Guo Zifan Zhao Keith Ross 30 2 0 06 Sep 2024
All-around Neural Collapse for Imbalanced Classification Enhao Zhang Chaohua Li Chuanxing Geng Songcan Chen AI4CE 23 0 0 14 Aug 2024
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning Xiaojie Li Yibo Yang Jianlong Wu Bernard Ghanem Liqiang Nie Min Zhang Mamba 36 5 0 08 Jul 2024
CLIP model is an Efficient Online Lifelong Learner Leyuan Wang Liuyu Xiang Yujie Wei Yunlong Wang Zhaofeng He VLM CLL 27 2 0 24 May 2024
Just Say the Name: Online Continual Learning with Category Names Only via Data Generation Minhyuk Seo Diganta Misra Seongwon Cho Minjae Lee Jonghyun Choi CLL 30 6 0 16 Mar 2024
Hyperparameters in Continual Learning: A Reality Check Sungmin Cha Kyunghyun Cho CLL 68 2 0 14 Mar 2024
Recent Advances of Continual Learning in Computer Vision: An Overview Haoxuan Qu Hossein Rahmani Li Xu Bryan M. Williams Jun Liu VLM CLL 20 55 0 23 Sep 2021