Dynamic Residual Classifier for Class Incremental Learning

25 August 2023

Papers citing "Dynamic Residual Classifier for Class Incremental Learning"

13 / 13 papers shown

Title
Audio-Visual Class-Incremental Learning for Fish Feeding intensity Assessment in Aquaculture Meng Cui Xianghu Yue Xinyuan Qian Jinzheng Zhao Haohe Liu Xubo Liu Daoliang Li Wenwu Wang 31 0 0 21 Apr 2025
KAC: Kolmogorov-Arnold Classifier for Continual Learning Yusong Hu Zichen Liang Fei Yang Qibin Hou Xialei Liu Ming-Ming Cheng CLL 48 0 0 27 Mar 2025
LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning Xuan Liu Xiaobin Chang CLL 209 0 0 23 Mar 2025
TransMamba: Fast Universal Architecture Adaption from Transformers to Mamba Xiuwei Chen Sihao Lin Xiao Dong Zhenpeng Chen Meng Cao J. Han Hang Xu Xiaodan Liang Mamba 63 0 0 24 Feb 2025
Adaptive Margin Global Classifier for Exemplar-Free Class-Incremental Learning Zhongren Yao Xiaobin Chang 34 0 0 20 Sep 2024
Online Analytic Exemplar-Free Continual Learning with Large Models for Imbalanced Autonomous Driving Task Huiping Zhuang Di Fang Kai Tong Yuchen Liu Ziqian Zeng Xu Zhou Cen Chen CLL 36 1 0 28 May 2024
Revisiting Neural Networks for Continual Learning: An Architectural Perspective Aojun Lu Tao Feng Hangjie Yuan Xiaotian Song Yanan Sun 52 7 0 23 Apr 2024
Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning Da-Wei Zhou Hai-Long Sun Han-Jia Ye De-Chuan Zhan CLL 38 54 0 18 Mar 2024
Consistent Prompting for Rehearsal-Free Continual Learning Zhanxin Gao Jun Cen Xiaobin Chang VLM CLL 42 24 0 13 Mar 2024
Gradient Reweighting: Towards Imbalanced Class-Incremental Learning Jiangpeng He F. Zhu CLL 27 18 0 28 Feb 2024
Long-Tailed Continual Learning For Visual Food Recognition Jiangpeng He Luotao Lin Jack Ma H. Eicher-Miller F. Zhu Fengqing M Zhu 59 14 0 01 Jul 2023
Long-Tailed Class Incremental Learning Xialei Liu Yu-Song Hu Xuezhi Cao Andrew D. Bagdanov Ke Li Mingg-Ming Cheng CLL 67 35 0 01 Oct 2022
Range Loss for Deep Face Recognition with Long-tail Xiao Zhang Zhiyuan Fang Yandong Wen Zhifeng Li Yu Qiao CVBM 243 446 0 28 Nov 2016