Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network

3 July 2021

Papers citing "Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network"

12 / 12 papers shown

Title
Edge-Cloud Collaborative Computing on Distributed Intelligence and Model Optimization: A Survey Jing Liu Yao Du Kun Yang Yan Wang Yan Wang ... Zehua Wang Yang Liu Peng Sun Azzedine Boukerche Victor C.M. Leung 387 10 0 03 May 2025
LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual LearningComputer Vision and Pattern Recognition (CVPR), 2025 Xuan Liu Xiaobin Chang CLL 993 7 0 23 Mar 2025
Federated Class-Incremental Learning: A Hybrid Approach Using Latent Exemplars and Data-Free Techniques to Address Local and Global ForgettingInternational Conference on Learning Representations (ICLR), 2025 Milad Khademi Nori Il-Min Kim Guanghui CLL 377 3 0 26 Jan 2025
IMEX-Reg: Implicit-Explicit Regularization in the Function Space for Continual Learning Prashant Shivaram Bhat Bharath Renjith Elahe Arani Bahram Zonooz CLL 202 4 0 28 Apr 2024
Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspired Class Incremental LearningInternational Conference on Information and Knowledge Management (CIKM), 2023 Anton Lee Yaqian Zhang Heitor Murilo Gomes Nikolaos Perrakis Bernhard Pfahringer CLL 161 3 0 30 Oct 2023
Dynamic Residual Classifier for Class Incremental LearningIEEE International Conference on Computer Vision (ICCV), 2023 Xiu-yan Chen Xiaobin Chang 110 24 0 25 Aug 2023
Leveraging Old Knowledge to Continually Learn New Classes in Medical ImagesAAAI Conference on Artificial Intelligence (AAAI), 2023 Evelyn Chee Yang Deng Wynne Hsu CLL 94 12 0 24 Mar 2023
No One Left Behind: Real-World Federated Class-Incremental LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Jiahua Dong Hongliu Li Yang Cong Gan Sun Yulun Zhang Dengxin Dai FedML CLL 309 68 0 02 Feb 2023
A Comprehensive Survey of Continual Learning: Theory, Method and ApplicationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Liyuan Wang Xingxing Zhang Hang Su Jun Zhu KELM CLL 661 1,019 0 31 Jan 2023
Multi-domain Learning for Updating Face Anti-spoofing ModelsEuropean Conference on Computer Vision (ECCV), 2022 Xiao Guo Yaojie Liu Anil Jain Xiaoming Liu CLL CVBM 144 47 0 23 Aug 2022
Federated Class-Incremental LearningComputer Vision and Pattern Recognition (CVPR), 2022 Jiahua Dong Lixu Wang Zhen Fang Gan Sun Shichao Xu Tianlin Li Qi Zhu CLL FedML 290 234 0 22 Mar 2022
Graph Few-shot Class-incremental LearningWeb Search and Data Mining (WSDM), 2021 Zhen Tan Kaize Ding Ruocheng Guo Huan Liu CLL GNN 158 64 0 23 Dec 2021