Continual Prune-and-Select: Class-incremental learning with specialized
subnetworks

Continual Prune-and-Select: Class-incremental learning with specialized subnetworks

9 August 2022

Aleksandr Dekhovich

Miguel A. Bessa

Papers citing "Continual Prune-and-Select: Class-incremental learning with specialized subnetworks"

13 / 13 papers shown

Title
Onboard Optimization and Learning: A Survey Monirul Islam Pavel Siyi Hu Mahardhika Pratama Ryszard Kowalczyk 16 0 0 07 May 2025
Online Gradient Boosting Decision Tree: In-Place Updates for Efficient Adding/Deleting Data Huawei Lin Jun Woo Chung Yingjie Lao Weijie Zhao 46 0 0 03 Feb 2025
BiasPruner: Debiased Continual Learning for Medical Image Classification Nourhan Bayasi Jamil Fayyad Alceu Bissoto Ghassan Hamarneh Rafeef Garbi CLL 30 3 0 11 Jul 2024
COPAL: Continual Pruning in Large Language Generative Models Srikanth Malla Joon Hee Choi Chiho Choi VLM CLL 27 1 0 02 May 2024
FOCIL: Finetune-and-Freeze for Online Class Incremental Learning by Training Randomly Pruned Sparse Experts Murat Onur Yildirim Elif Ceren Gok Yildirim D. Mocanu Joaquin Vanschoren CLL 36 0 0 13 Mar 2024
Continual learning for surface defect segmentation by subnetwork creation and selection Aleksandr Dekhovich Miguel A. Bessa CLL 24 3 0 08 Dec 2023
Investigating the Impact of Weight Sharing Decisions on Knowledge Transfer in Continual Learning Joshua Andle Ali Payani S. Y. Sekeh CLL 11 2 0 16 Nov 2023
Visually Grounded Continual Language Learning with Selective Specialization Kyra Ahrens Lennart Bengtson Jae Hee Lee Stefan Wermter 16 0 0 24 Oct 2023
Adaptive Reorganization of Neural Pathways for Continual Learning with Spiking Neural Networks Bing Han Feifei Zhao Wenxuan Pan Zhaoya Zhao Xianqi Li Qingqun Kong Yi Zeng CLL 19 3 0 18 Sep 2023
Continual Learning with Dynamic Sparse Training: Exploring Algorithms for Effective Model Updates Murat Onur Yildirim Elif Ceren Gok Yildirim Ghada Sokar D. Mocanu Joaquin Vanschoren CLL 22 7 0 28 Aug 2023
Enhancing Efficient Continual Learning with Dynamic Structure Development of Spiking Neural Networks Bing Han Feifei Zhao Yi Zeng Wenxuan Pan Guobin Shen CLL 26 12 0 09 Aug 2023
AdaCL:Adaptive Continual Learning Elif Ceren Gok Murat Onur Yildirim Mert Kilickaya Joaquin Vanschoren CLL 44 1 0 23 Mar 2023
Cooperative data-driven modeling Aleksandr Dekhovich O. T. Turan Jiaxiang Yi Miguel A. Bessa CLL KELM AI4CE 19 5 0 23 Nov 2022