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Efficient Lifelong Learning with A-GEM

2 December 2018

Papers citing "Efficient Lifelong Learning with A-GEM"

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Title
RainbowPrompt: Diversity-Enhanced Prompt-Evolving for Continual Learning Kiseong Hong Gyeong-hyeon Kim Eunwoo Kim CLL VLM 148 0 0 30 Jul 2025
Modular Delta Merging with Orthogonal Constraints: A Scalable Framework for Continual and Reversible Model Composition Haris Khan Shumaila Asif Sadia Asif MoMe CLL 192 0 0 28 Jul 2025
Regression-aware Continual Learning for Android Malware Detection Daniele Ghiani Daniele Angioni Giorgio Piras Angelo Sotgiu Luca Minnei Srishti Gupta Maura Pintor Fabio Roli Battista Biggio AAML 118 1 0 24 Jul 2025
Little By Little: Continual Learning via Self-Activated Sparse Mixture-of-Rank Adaptive Learning Haodong Lu Chongyang Zhao Jason Xue Lina Yao Kristen Moore Dong Gong CLL MoMe MoE 214 2 0 26 Jun 2025
Continual Learning with Columnar Spiking Neural Networks D. Larionov Nikolay Bazenkov Mikhail Kiselev 169 1 0 20 Jun 2025
MEAL: A Benchmark for Continual Multi-Agent Reinforcement Learning Tristan Tomilin Luka van den Boogaard Samuel Garcin Bram Grooten Meng Fang Yali Du Mykola Pechenizkiy OffRL 186 0 0 17 Jun 2025
Robust LLM Unlearning with MUDMAN: Meta-Unlearning with Disruption Masking And Normalization Filip Sondej Yushi Yang Mikołaj Kniejski Marcel Windys MU 341 2 0 14 Jun 2025
Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning Chendi Ge Xin Eric Wang Zeyang Zhang Hong Chen Jiapei Fan Longtao Huang Hui Xue Wenwu Zhu MoE CLL 194 5 0 13 Jun 2025
Continual Hyperbolic Learning of Instances and Classes M. Ayoughi Mina Ghadimi Atigh Mohammad Mahdi Derakhshani Cees G. M. Snoek Pascal Mettes Paul T. Groth CLL 292 2 0 12 Jun 2025
Analytic Task Scheduler: Recursive Least Squares Based Method for Continual Learning in Embodied Foundation Models Lipei Xie Yingxin Li Huiping Zhuang CLL 214 0 0 11 Jun 2025
Hyperbolic Dual Feature Augmentation for Open-Environment Peilin Yu Yuwei Wu Zhi Gao Xiaomeng Fan Shuo Yang Yunde Jia 200 1 0 10 Jun 2025
Lifelong Evolution: Collaborative Learning between Large and Small Language Models for Continuous Emergent Fake News Detection Ziyi Zhou Xiaoming Zhang Litian Zhang Yibo Zhang Zhenyu Guan Chaozhuo Li Philip S. Yu 237 0 0 05 Jun 2025
Rethinking the Stability-Plasticity Trade-off in Continual Learning from an Architectural Perspective Aojun Lu Hangjie Yuan Tao Feng Yanan Sun 219 4 0 04 Jun 2025
Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental LearningComputer Vision and Pattern Recognition (CVPR), 2025 Juntae Lee Munawar Hayat Sungrack Yun CLL 236 2 0 04 Jun 2025
Continual Speech Learning with Fused Speech Features Guitao Wang Jinming Zhao Hao Yang Guilin Qi Tongtong Wu Gholamreza Haffari CLL 263 0 0 02 Jun 2025
Class Incremental Learning for Algorithm Selection Mate Botond Nemeth Emma Hart Kevin Sim Quentin Renau CLL 114 0 0 02 Jun 2025
Mitigating Plasticity Loss in Continual Reinforcement Learning by Reducing Churn Hongyao Tang J. Obando-Ceron Pablo Samuel Castro Aaron Courville Glen Berseth 174 3 0 31 May 2025
Flashbacks to Harmonize Stability and Plasticity in Continual LearningNeural Networks (NN), 2025 Leila Mahmoodi Peyman Moghadam Munawar Hayat Christian Simon Mehrtash Harandi CLL VLM AI4CE 257 2 0 31 May 2025
Multi-task Learning for Heterogeneous Multi-source Block-Wise Missing Data Yang Sui Qi Xu Y. Bai Annie Qu 175 2 0 30 May 2025
Unlocking the Power of Rehearsal in Continual Learning: A Theoretical Perspective Junze Deng Qinhang Wu Peizhong Ju Sen Lin Yingbin Liang Ness B. Shroff CLL 219 0 0 30 May 2025
CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental LearningComputer Vision and Pattern Recognition (CVPR), 2025 Jiangpeng He Zhihao Duan Fengqing M Zhu CLL 174 6 0 30 May 2025
Continual Learning on CLIP via Incremental Prompt Tuning with Intrinsic Textual Anchors Haodong Lu Xinyu Zhang Kristen Moore Jason Xue Lina Yao Anton van den Hengel Dong Gong CLL VLM 220 2 0 27 May 2025
What is the role of memorization in Continual Learning? Jędrzej Kozal Jan Wasilewski Alif Ashrafee Bartosz Krawczyk Michał Woźniak 157 0 0 23 May 2025
Dynamic Dual Buffer with Divide-and-Conquer Strategy for Online Continual Learning Congren Dai Weihang Deng Jiahao Huang Zhenxuan Zhang Fanwen Wang Guang Yang Fei Ye Fei Ye 378 0 0 23 May 2025
Continuous Subspace Optimization for Continual Learning Quan Cheng Yuanyu Wan Lingyu Wu Chenping Hou Lijun Zhang CLL 445 0 0 17 May 2025
CCD: Continual Consistency Diffusion for Lifelong Generative Modeling Jingren Liu Shuning Xu Yun Wang Zhong Ji Xiangyu Chen DiffM 301 1 0 17 May 2025
Lifelong Whole Slide Image Analysis: Online Vision-Language Adaptation and Past-to-Present Gradient DistillationIEEE Access (IEEE Access), 2025 Doanh C. Bui H. Pham Vu Trung Duong Le T. Vu Van Duy Tran Khang Phuoc-Quy Nguyen Y. Nakashima CLL MedIm 240 1 0 04 May 2025
The Estimation of Continual Causal Effect for Dataset Shifting Streams Baining Chen Yiming Zhang Yuqiao Han Ruyue Zhang Ruihuan Du Zhishuo Zhou Zhengdan Zhu Xun Liu Jiecheng Guo 861 0 0 29 Apr 2025
Balanced Online Class-Incremental Learning via Dual Classifiers Shunjie Wen Thomas Heinis Dong-Wan Choi CLL 342 0 0 29 Apr 2025
Mitigating Catastrophic Forgetting in the Incremental Learning of Medical Images Sara Yavari Jacob Furst CLL 261 4 0 28 Apr 2025
POET: Prompt Offset Tuning for Continual Human Action AdaptationEuropean Conference on Computer Vision (ECCV), 2025 Prachi Garg Joseph K J V. Balasubramanian Necati Cihan Camgöz Chengde Wan Kenrick Kin Weiguang Si Shugao Ma Fernando de la Torre 239 0 0 25 Apr 2025
ZeroSlide: Is Zero-Shot Classification Adequate for Lifelong Learning in Whole-Slide Image Analysis in the Era of Pathology Vision-Language Foundation Models? Doanh C. Bui H. Pham Vu Trung Duong Le Tuan Hai Vu Van Duy Tran Y. Nakashima VLM 210 1 0 22 Apr 2025
Parameter-Efficient Continual Fine-Tuning: A Survey Eric Nuertey Coleman Luigi Quarantiello Ziyue Liu Qinwen Yang Samrat Mukherjee J. Hurtado Vincenzo Lomonaco CLL 331 5 0 18 Apr 2025
Boosting-inspired online learning with transfer for railway maintenance Diogo Risca Afonso Lourenço Goreti Marreiros 163 1 0 11 Apr 2025
FM-LoRA: Factorized Low-Rank Meta-Prompting for Continual Learning Xiaobing Yu Jin Yang Xiao Wu Peijie Qiu Xiaofeng Liu CLL 112 2 0 09 Apr 2025
Neuron-level Balance between Stability and Plasticity in Deep Reinforcement Learning Jiahua Lan Sen Zhang Haixia Pan Ruijun Liu Li Shen Dacheng Tao CLL 265 0 0 09 Apr 2025
P2Mark: Plug-and-play Parameter-level Watermarking for Neural Speech Generation Yong Ren Jiangyan Yi Tao Wang Jianhua Tao Zhengqi Wen Chenxing Li Zheng Lian Ruibo Fu Ye Bai Xiaohui Zhang 340 0 0 07 Apr 2025
BECAME: BayEsian Continual Learning with Adaptive Model MErging Mei Li Yuxiang Lu Qinyan Dai Wei Ji Yue Ding Hongtao Lu CLL MoMe 326 1 0 03 Apr 2025
TiC-LM: A Web-Scale Benchmark for Time-Continual LLM PretrainingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Jeffrey Li Mohammadreza Armandpour Iman Mirzadeh Sachin Mehta Vaishaal Shankar ... Samy Bengio Oncel Tuzel Mehrdad Farajtabar Hadi Pouransari Fartash Faghri CLL KELM 370 3 0 02 Apr 2025
Pareto Continual Learning: Preference-Conditioned Learning and Adaption for Dynamic Stability-Plasticity Trade-offAAAI Conference on Artificial Intelligence (AAAI), 2025 Song Lai Zhe Zhao Fei Zhu Xi Lin Gang Qu Gaofeng Meng CLL 210 2 0 30 Mar 2025
Language Guided Concept Bottleneck Models for Interpretable Continual LearningComputer Vision and Pattern Recognition (CVPR), 2025 Lu Yu Haoyu Han Zhe Tao Hantao Yao Changsheng Xu CLL 251 9 0 30 Mar 2025
T-CIL: Temperature Scaling using Adversarial Perturbation for Calibration in Class-Incremental LearningComputer Vision and Pattern Recognition (CVPR), 2025 Seong-Hyeon Hwang Minsu Kim Steven Euijong Whang 159 2 0 28 Mar 2025
Efficient Continual Learning through Frequency Decomposition and Integration Ruiqi Liu Boyu Diao Libo Huang Hangda Liu Chuanguang Yang Zhulin An Yongjun Xu CLL 241 1 0 28 Mar 2025
Continual Learning With Quasi-Newton MethodsIEEE Access (IEEE Access), 2021 Steven Vander Eeckt Hugo Van hamme CLL BDL 249 0 0 25 Mar 2025
Experience Replay Addresses Loss of Plasticity in Continual Learning Jiuqi Wang Rohan Chandra Shangtong Zhang CLL KELM 339 2 0 25 Mar 2025
Do Your Best and Get Enough Rest for Continual LearningComputer Vision and Pattern Recognition (CVPR), 2025 Hankyul Kang Gregor Seifer Donghyun Lee Jongbin Ryu VLM 168 1 0 24 Mar 2025
Global Convergence of Continual Learning on Non-IID Data Fei Zhu Yujing Liu Wenzhuo Liu Rundong Wang 263 0 0 24 Mar 2025
Specifying What You Know or Not for Multi-Label Class-Incremental LearningAAAI Conference on Artificial Intelligence (AAAI), 2025 Aoting Zhang Dongbao Yang Yu Xie Xiaopeng Hong Yu Zhou CLL 287 4 0 21 Mar 2025
Prototype Perturbation for Relaxing Alignment Constraints in Backward-Compatible Learning Zikun Zhou Yushuai Sun Wenjie Pei Xuzhao Li Yaowei Wang CLL 293 1 0 19 Mar 2025
Optimized 3D Gaussian Splatting using Coarse-to-Fine Image Frequency Modulation Umar Farooq Jean-Yves Guillemaut Adrian Hilton M. Volino 3DGS 362 3 0 18 Mar 2025