Meta-attention for ViT-backed Continual Learning

22 March 2022

Papers citing "Meta-attention for ViT-backed Continual Learning"

22 / 22 papers shown

Title
SacFL: Self-Adaptive Federated Continual Learning for Resource-Constrained End Devices Zhengyi Zhong Weidong Bao Ji Wang Jianguo Chen Lingjuan Lyu Wei Yang Bryan Lim CLL 41 0 0 01 May 2025
Self-Controlled Dynamic Expansion Model for Continual Learning RunQing Wu KaiHui Huang HanYi Zhang Fei Ye CLL VLM 42 0 0 14 Apr 2025
Task-conditioned Ensemble of Expert Models for Continuous Learning Renu Sharma Debasmita Pal Arun Ross OOD KELM 94 0 0 11 Apr 2025
Continual learning via probabilistic exchangeable sequence modelling Hanwen Xing Christopher Yau CLL BDL 86 0 0 26 Mar 2025
Adaptive Weighted Parameter Fusion with CLIP for Class-Incremental Learning J. Guo Xiaoguang Zhu Liangyu Teng Hao Yang J. Liu Y. Liu Liang Song CLL VLM 67 1 0 25 Mar 2025
Incrementally Learning Multiple Diverse Data Domains via Multi-Source Dynamic Expansion Model RunQing Wu Fei Ye QiHe Liu Guoxi Huang Jinyu Guo Rongyao Hu CLL 124 0 0 15 Jan 2025
Online-LoRA: Task-free Online Continual Learning via Low Rank Adaptation Xiwen Wei Guihong Li R. Marculescu 42 2 0 08 Nov 2024
Human-inspired Perspectives: A Survey on AI Long-term Memory Zihong He Weizhe Lin Hao Zheng Fan Zhang Matt Jones Laurence Aitchison X. Xu Miao Liu Per Ola Kristensson Junxiao Shen 77 2 0 01 Nov 2024
Continual Learning for Remote Physiological Measurement: Minimize Forgetting and Simplify Inference Qian Liang Yan Chen Yang Hu CLL 42 2 0 19 Jul 2024
Few-Shot Class Incremental Learning via Robust Transformer Approach Naeem Paeedeh Mahardhika Pratama S. Wibirama Wolfgang Mayer Zehong Cao Ryszard Kowalczyk CLL 19 2 0 08 May 2024
Convolutional Prompting meets Language Models for Continual Learning Anurag Roy Riddhiman Moulick Vinay K. Verma Saptarshi Ghosh Abir Das VLM CLL LRM 37 12 0 29 Mar 2024
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends Abolfazl Younesi Mohsen Ansari Mohammadamin Fazli A. Ejlali Muhammad Shafique Joerg Henkel 3DV 38 44 0 23 Feb 2024
Fixed Random Classifier Rearrangement for Continual Learning Shengyang Huang Jianwen Mo 45 0 0 23 Feb 2024
Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy Everton L. Aleixo J. Colonna Marco Cristo Everlandio Fernandes CLL 47 19 0 16 Dec 2023
Continual Learning for Image Segmentation with Dynamic Query Weijia Wu Yuzhong Zhao Zhuang Li Lianlei Shan Hong Zhou Mike Zheng Shou VLM CLL 37 15 0 29 Nov 2023
Continual Contrastive Spoken Language Understanding Umberto Cappellazzo Enrico Fini Muqiao Yang Daniele Falavigna A. Brutti Bhiksha Raj CLL 23 1 0 04 Oct 2023
Exemplar-Free Continual Transformer with Convolutions Anurag Roy Vinay K. Verma Sravan Voonna Kripabandhu Ghosh Saptarshi Ghosh Abir Das CLL BDL 15 10 0 22 Aug 2023
Condensed Prototype Replay for Class Incremental Learning Jiangtao Kong Zhenyu Zong Tianyi Zhou Huajie Shao 10 2 0 25 May 2023
Generalized Few-Shot Continual Learning with Contrastive Mixture of Adapters Yawen Cui Zitong Yu Rizhao Cai Xuna Wang Alex C. Kot Li Liu CLL 15 7 0 12 Feb 2023
A Comprehensive Survey of Continual Learning: Theory, Method and Application Liyuan Wang Xingxing Zhang Hang Su Jun Zhu KELM CLL 21 592 0 31 Jan 2023
Engineering flexible machine learning systems by traversing functionally-invariant paths G. Raghavan Bahey Tharwat S. N. Hari Dhruvil Satani Matt Thomson OOD AI4CE 11 4 0 30 Apr 2022
Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks Zixuan Ke Hu Xu Bing-Quan Liu CLL 222 83 0 06 Dec 2021