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Continual and Lifelong Learning

CLL
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Enables models to adapt over time without forgetting in dynamic, evolving environments.

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50 / 3,426 papers shown
Title
Mitigating Catastrophic Forgetting in Target Language Adaptation of LLMs via Source-Shielded Updates
Mitigating Catastrophic Forgetting in Target Language Adaptation of LLMs via Source-Shielded Updates
Atsuki Yamaguchi
Terufumi Morishita
Aline Villavicencio
Nikolaos Aletras
CLL
89
0
0
04 Dec 2025
Parameter-Efficient Augment Plugin for Class-Incremental Learning
Parameter-Efficient Augment Plugin for Class-Incremental Learning
Zhiming Xu
Baile Xu
Jian Zhao
Furao Shen
Suorong Yang
CLL
36
0
0
03 Dec 2025
Teaching Old Tokenizers New Words: Efficient Tokenizer Adaptation for Pre-trained Models
Teaching Old Tokenizers New Words: Efficient Tokenizer Adaptation for Pre-trained Models
Taido Purason
Pavel Chizhov
Ivan P. Yamshchikov
Mark Fishel
CLLVLM
16
0
0
03 Dec 2025
Automatic Attack Discovery for Few-Shot Class-Incremental Learning via Large Language Models
Automatic Attack Discovery for Few-Shot Class-Incremental Learning via Large Language Models
Haidong Kang
Wei Wu
Hanling Wang
CLLAAML
45
0
0
03 Dec 2025
Adapting Large Language Models to Low-Resource Tibetan: A Two-Stage Continual and Supervised Fine-Tuning Study
Adapting Large Language Models to Low-Resource Tibetan: A Two-Stage Continual and Supervised Fine-Tuning Study
Lifeng Chen
Ryan Lai
Tianming Liu
CLL
28
0
0
03 Dec 2025
Mitigating Intra- and Inter-modal Forgetting in Continual Learning of Unified Multimodal Models
Mitigating Intra- and Inter-modal Forgetting in Continual Learning of Unified Multimodal Models
Xiwen Wei
Mustafa Munir
Radu Marculescu
CLL
119
0
0
02 Dec 2025
Forget Less, Retain More: A Lightweight Regularizer for Rehearsal-Based Continual Learning
Lama Alssum
Hasan Abed Al Kader Hammoud
Motasem Alfarra
Juan C Leon Alcazar
Bernard Ghanem
CLLVLM
36
0
0
01 Dec 2025
Elastic Weight Consolidation for Knowledge Graph Continual Learning: An Empirical Evaluation
Elastic Weight Consolidation for Knowledge Graph Continual Learning: An Empirical Evaluation
Gaganpreet Jhajj
Fuhua Lin
CLLKELM
36
0
0
01 Dec 2025
Memory-Integrated Reconfigurable Adapters: A Unified Framework for Settings with Multiple Tasks
Memory-Integrated Reconfigurable Adapters: A Unified Framework for Settings with Multiple Tasks
Susmit Agrawal
Krishn Vishwas Kher
Saksham Mittal
Swarnim Maheshwari
Vineeth N. Balasubramanian
CLL
40
0
0
30 Nov 2025
AltNet: Addressing the Plasticity-Stability Dilemma in Reinforcement Learning
Mansi Maheshwari
John C. Raisbeck
Bruno Castro da Silva
CLLOnRL
50
0
0
30 Nov 2025
Affordance-First Decomposition for Continual Learning in Video-Language Understanding
Mengzhu Xu
Hanzhi Liu
Ningkang Peng
Qianyu Chen
Canran Xiao
CLL
44
0
0
30 Nov 2025
Neuroscience-Inspired Memory Replay for Continual Learning: A Comparative Study of Predictive Coding and Backpropagation-Based Strategies
Neuroscience-Inspired Memory Replay for Continual Learning: A Comparative Study of Predictive Coding and Backpropagation-Based Strategies
Goutham Nalagatla
Shreyas Grandhe
CLL
40
0
0
29 Nov 2025
SuRe: Surprise-Driven Prioritised Replay for Continual LLM Learning
SuRe: Surprise-Driven Prioritised Replay for Continual LLM Learning
Hugo Hazard
Zafeirios Fountas
Martin A. Benfeghoul
Adnan Oomerjee
Jun Wang
Haitham Bou-Ammar
CLLKELM
36
0
0
27 Nov 2025
Who is Afraid of Minimal Revision?
Who is Afraid of Minimal Revision?Electronic Proceedings in Theoretical Computer Science (EPTCS), 2025
Edoardo Baccini
Zoé Christoff
Nina Gierasimczuk
Rineke Verbrugge
CLL
48
0
0
27 Nov 2025
Continual Error Correction on Low-Resource Devices
Continual Error Correction on Low-Resource DevicesACM SIGMM Conference on Multimedia Systems (MMSys), 2025
Kirill Paramonov
Mete Ozay
Aristeidis Mystakidis
Nikolaos Tsalikidis
Dimitrios Sotos
...
Sangdok Mo
Namwoong Kim
Woojong Yoo
J. Moon
Umberto Michieli
CLLVLM
68
0
0
26 Nov 2025
Aligning LLMs with Biomedical Knowledge using Balanced Fine-Tuning
Aligning LLMs with Biomedical Knowledge using Balanced Fine-Tuning
Zhenchao Tang
Fang Wang
Haohuai He
Jiale Zhou
Tianxu Lv
...
Minghao Yang
Y. Wang
Jiayang Wu
Yidong Song
J. Yao
CLL
326
0
0
26 Nov 2025
Merge and Bound: Direct Manipulations on Weights for Class Incremental Learning
Merge and Bound: Direct Manipulations on Weights for Class Incremental Learning
Taehoon Kim
Donghwan Jang
Bohyung Han
CLLMoMe
90
0
0
26 Nov 2025
Prompt-Aware Adaptive Elastic Weight Consolidation for Continual Learning in Medical Vision-Language Models
Prompt-Aware Adaptive Elastic Weight Consolidation for Continual Learning in Medical Vision-Language Models
Ziyuan Gao
Philippe Morel
CLL
56
0
0
25 Nov 2025
Harmonious Parameter Adaptation in Continual Visual Instruction Tuning for Safety-Aligned MLLMs
Harmonious Parameter Adaptation in Continual Visual Instruction Tuning for Safety-Aligned MLLMs
Z. J. Wang
Chang Che
Qi Wang
Hui Ma
Zenglin Shi
Cees G. M. Snoek
Meng Wang
CLL
84
0
0
25 Nov 2025
Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning
Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning
Zhen Zeng
Leijiang Gu
Zhangling Duan
Feng-Qiang Li
Zenglin Shi
Cees G. M. Snoek
Meng Wang
KELMMUCLL
129
0
0
25 Nov 2025
Annotation-Free Class-Incremental Learning
Annotation-Free Class-Incremental Learning
Hari Chandana Kuchibhotla
K S Ananth
Vineeth N. Balasubramanian
CLL
89
0
0
24 Nov 2025
Learning Massively Multitask World Models for Continuous Control
Learning Massively Multitask World Models for Continuous Control
Nicklas Hansen
Hao Su
Xiaolong Wang
OffRLCLLLM&Ro
303
0
0
24 Nov 2025
Dynamic Mixture of Experts Against Severe Distribution Shifts
Dynamic Mixture of Experts Against Severe Distribution Shifts
Donghu Kim
CLL
72
0
0
24 Nov 2025
Merging without Forgetting: Continual Fusion of Task-Specific Models via Optimal Transport
Merging without Forgetting: Continual Fusion of Task-Specific Models via Optimal Transport
Z. Pan
Zhikang Chen
Ding Li
Min Zhang
Sen Cui
...
Yi Yang
Deheng Ye
Yu Zhang
T. Zhu
Tianling Ren
MoMeCLLFedML
207
0
0
24 Nov 2025
Multimodal Continual Learning with MLLMs from Multi-scenario Perspectives
Multimodal Continual Learning with MLLMs from Multi-scenario Perspectives
Kai Jiang
Siqi Huang
Xiangyu Chen
Jiawei Shao
H. Zhang
Xuelong Li
CLL
156
0
0
23 Nov 2025
Progressive Localisation in Localist LLMs
Progressive Localisation in Localist LLMs
Joachim Diederich
CLL
73
0
0
23 Nov 2025
Generative Model-Aided Continual Learning for CSI Feedback in FDD mMIMO-OFDM Systems
Generative Model-Aided Continual Learning for CSI Feedback in FDD mMIMO-OFDM Systems
Guijun Liu
Yuwen Cao
T. Ohtsuki
Jiguang He
Shahid Mumtaz
CLL
80
0
0
23 Nov 2025
OpenCML: End-to-End Framework of Open-world Machine Learning to Learn Unknown Classes Incrementally
OpenCML: End-to-End Framework of Open-world Machine Learning to Learn Unknown Classes Incrementally
Jitendra Parmar
Praveen Singh Thakur
CLLVLM
83
0
0
23 Nov 2025
Breaking Forgetting: Training-Free Few-Shot Class-Incremental Learning via Conditional Diffusion
Breaking Forgetting: Training-Free Few-Shot Class-Incremental Learning via Conditional Diffusion
Haidong Kang
Ketong Qian
Yi Lu
CLL
132
0
0
23 Nov 2025
Mitigating Catastrophic Forgetting in Streaming Generative and Predictive Learning via Stateful Replay
Mitigating Catastrophic Forgetting in Streaming Generative and Predictive Learning via Stateful Replay
Wenzhang Du
CLLAI4TS
123
0
0
22 Nov 2025
Adversarial Pseudo-replay for Exemplar-free Class-incremental Learning
Adversarial Pseudo-replay for Exemplar-free Class-incremental Learning
Hiroto Honda
CLL
62
0
0
22 Nov 2025
Continually Evolving Skill Knowledge in Vision Language Action Model
Yuxuan Wu
G. Wang
Zhiheng Yang
Maoqing Yao
Brian Sheil
Hesheng Wang
CLLVLM
113
0
0
22 Nov 2025
InTAct: Interval-based Task Activation Consolidation for Continual Learning
InTAct: Interval-based Task Activation Consolidation for Continual Learning
Patryk Krukowski
Jan Miksa
Piotr Helm
Jacek Tabor
Paweł Wawrzyński
Przemysław Spurek
CLL
124
0
0
21 Nov 2025
MedPEFT-CL: Dual-Phase Parameter-Efficient Continual Learning with Medical Semantic Adapter and Bidirectional Memory Consolidation
MedPEFT-CL: Dual-Phase Parameter-Efficient Continual Learning with Medical Semantic Adapter and Bidirectional Memory Consolidation
Ziyuan Gao
CLLMedIm
113
0
0
21 Nov 2025
Continual Alignment for SAM: Rethinking Foundation Models for Medical Image Segmentation in Continual Learning
Continual Alignment for SAM: Rethinking Foundation Models for Medical Image Segmentation in Continual Learning
Jiayi Wang
Wei Dai
Haoyu Wang
Sihan Yang
Haixia Bi
Jian Sun
CLLMedIm
201
0
0
21 Nov 2025
Intrinsic preservation of plasticity in continual quantum learning
Intrinsic preservation of plasticity in continual quantum learningInternational Conference on Machine Learning (ICML), 2024
Yu-Qin Chen
Shi-Xin Zhang
CLL
143
0
0
21 Nov 2025
Unified Class and Domain Incremental Learning with Mixture of Experts for Indoor Localization
Unified Class and Domain Incremental Learning with Mixture of Experts for Indoor Localization
Akhil Singampalli
S. Pasricha
CLL
168
0
0
21 Nov 2025
Erase to Retain: Low Rank Adaptation Guided Selective Unlearning in Medical Segmentation Networks
Nirjhor Datta
Md. Golam Rabiul Alam
CLL
176
0
0
20 Nov 2025
Learning from Mistakes: Loss-Aware Memory Enhanced Continual Learning for LiDAR Place Recognition
Learning from Mistakes: Loss-Aware Memory Enhanced Continual Learning for LiDAR Place Recognition
Xufei Wang
Junqiao Zhao
Siyue Tao
Qiwen Gu
Wonbong Kim
T. Feng
CLL
165
0
0
19 Nov 2025
Hierarchical Semantic Tree Anchoring for CLIP-Based Class-Incremental Learning
Hierarchical Semantic Tree Anchoring for CLIP-Based Class-Incremental Learning
Tao Hu
Lan Li
Zhen-Hao Xie
Da-Wei Zhou
CLLVLM
120
0
0
19 Nov 2025
Multimodal Continual Instruction Tuning with Dynamic Gradient Guidance
Multimodal Continual Instruction Tuning with Dynamic Gradient Guidance
Songze Li
Mingyu Gao
Tonghua Su
Xu-Yao Zhang
Zhongjie Wang
CLL
208
0
0
19 Nov 2025
Continual Reinforcement Learning for Cyber-Physical Systems: Lessons Learned and Open Challenges
Continual Reinforcement Learning for Cyber-Physical Systems: Lessons Learned and Open Challenges
Kim N. Nolle
Ivana Dusparic
Rhodri Cusack
Vinny Cahill
CLL
151
0
0
19 Nov 2025
Teaching According to Students' Aptitude: Personalized Mathematics Tutoring via Persona-, Memory-, and Forgetting-Aware LLMs
Teaching According to Students' Aptitude: Personalized Mathematics Tutoring via Persona-, Memory-, and Forgetting-Aware LLMs
Yang Wu
Rujing Yao
Tong Zhang
Yufei Shi
Zhuoren Jiang
Zhushan Li
Xiaozhong Liu
CLLAI4Ed
260
0
0
19 Nov 2025
Parameter Importance-Driven Continual Learning for Foundation Models
Parameter Importance-Driven Continual Learning for Foundation Models
LingXiang Wang
Hainan Zhang
Zhiming Zheng
KELMCLL
289
0
0
19 Nov 2025
Language as an Anchor: Preserving Relative Visual Geometry for Domain Incremental Learning
Language as an Anchor: Preserving Relative Visual Geometry for Domain Incremental Learning
Shuyi Geng
Tao Zhou
Yi Zhou
CLL
137
0
0
18 Nov 2025
Keeping Code-Aware LLMs Fresh: Full Refresh, In-Context Deltas, and Incremental Fine-Tuning
Keeping Code-Aware LLMs Fresh: Full Refresh, In-Context Deltas, and Incremental Fine-Tuning
Pradeep Kumar Sharma
Ishaan Puri
Mantinder Singh
Swapnil Shivaprasad
Hritvik Shrivastava
CLLKELM
252
0
0
18 Nov 2025
MuCPT: Music-related Natural Language Model Continued Pretraining
MuCPT: Music-related Natural Language Model Continued Pretraining
Kai Tian
Yirong Mao
Wendong Bi
Hanjie Wang
Que Wenhui
CLL
136
0
0
18 Nov 2025
Dual-LoRA and Quality-Enhanced Pseudo Replay for Multimodal Continual Food Learning
Dual-LoRA and Quality-Enhanced Pseudo Replay for Multimodal Continual Food Learning
Xinlan Wu
B. Zhu
Feng Han
Pengkun Jiao
Jingjing Chen
CLL
156
0
0
17 Nov 2025
MergeSlide: Continual Model Merging and Task-to-Class Prompt-Aligned Inference for Lifelong Learning on Whole Slide Images
MergeSlide: Continual Model Merging and Task-to-Class Prompt-Aligned Inference for Lifelong Learning on Whole Slide Images
Doanh C. Bui
Ba-Hung Ngo
H. Pham
Khang Phuoc-Quy Nguyen
Maï K. Nguyen
Y. Nakashima
CLLMoMeVLM
202
0
0
17 Nov 2025
AnaCP: Toward Upper-Bound Continual Learning via Analytic Contrastive Projection
AnaCP: Toward Upper-Bound Continual Learning via Analytic Contrastive Projection
Saleh Momeni
Changnan Xiao
Bing Liu
CLL
220
0
0
17 Nov 2025
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