Papers citing 'Efficient Lifelong Learning with A-GEM'

Title
Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental LearningComputer Vision and Pattern Recognition (CVPR), 2024 Da-Wei Zhou Hai-Long Sun Han-Jia Ye De-Chuan Zhan CLL 243 103 0 18 Mar 2024
Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaboration Shu Zhao Xiaohan Zou Tan Yu Huijuan Xu 243 2 0 17 Mar 2024
Towards Robustness and Diversity: Continual Learning in Dialog Generation with Text-Mixup and Batch Nuclear-Norm Maximization Zihan Wang Jiayu Xiao Mengxian Li Zhongjiang He Yongxiang Li Chao Wang Shuangyong Song 167 3 0 16 Mar 2024
Select and Distill: Selective Dual-Teacher Knowledge Transfer for Continual Learning on Vision-Language ModelsEuropean Conference on Computer Vision (ECCV), 2024 Yu-Chu Yu Chi-Pin Huang Jr-Jen Chen Kai-Po Chang Yung-Hsuan Lai Fu-En Yang Yu-Chiang Frank Wang CLL VLM 209 16 0 14 Mar 2024
Hyperparameters in Continual Learning: A Reality Check Sungmin Cha Kyunghyun Cho CLL 451 8 0 14 Mar 2024
DAM: Dynamic Adapter Merging for Continual Video QA LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Feng Cheng Ziyang Wang Yi-Lin Sung Yan-Bo Lin Mohit Bansal Gedas Bertasius CLL MoMe 316 18 0 13 Mar 2024
CoIN: A Benchmark of Continual Instruction tuNing for Multimodel Large Language ModelNeural Information Processing Systems (NeurIPS), 2024 Cheng Chen Sitong Su Xu Luo Hengtao Shen Lianli Gao Jingkuan Song CLL 171 32 0 13 Mar 2024
Deep Submodular Peripteral NetworksNeural Information Processing Systems (NeurIPS), 2024 Gantavya Bhatt Arnav M. Das Jeff Bilmes 265 1 0 13 Mar 2024
Self-Regulated Neurogenesis for Online Data-Incremental Learning Murat Onur Yildirim Elif Ceren Gok Yildirim Decebal Constantin Mocanu Joaquin Vanschoren CLL 282 0 0 13 Mar 2024
Decentralized and Lifelong-Adaptive Multi-Agent Collaborative Learning Shuo Tang Rui Ye Chenxin Xu Xiaowen Dong Siheng Chen Yanfeng Wang 192 2 0 11 Mar 2024
On the Diminishing Returns of Width for Continual LearningInternational Conference on Machine Learning (ICML), 2024 E. Guha V. Lakshman CLL 329 8 0 11 Mar 2024
A streamlined Approach to Multimodal Few-Shot Class Incremental Learning for Fine-Grained Datasets T. Doan Sima Behpour Xin Li Wenbin He Liangke Gou Liu Ren VLM 297 3 0 10 Mar 2024
Adaptive Hyperparameter Optimization for Continual Learning Scenarios Rudy Semola J. Hurtado Vincenzo Lomonaco Davide Bacciu 235 6 0 09 Mar 2024
Continual Learning and Catastrophic Forgetting Gido M. van de Ven Nicholas Soures Dhireesha Kudithipudi 270 91 0 08 Mar 2024
Reset & Distill: A Recipe for Overcoming Negative Transfer in Continual Reinforcement Learning Hongjoon Ahn Jinu Hyeon Youngmin Oh Bosun Hwang Taesup Moon OnRL CLL 361 4 0 08 Mar 2024
Exploring Continual Learning of Compositional Generalization in NLI Xiyan Fu Anette Frank CLL LRM 226 5 0 07 Mar 2024
Recall-Oriented Continual Learning with Generative Adversarial Meta-Model Haneol Kang Dong-Wan Choi CLL BDL 122 3 0 05 Mar 2024
Interactive Continual Learning: Fast and Slow Thinking Biqing Qi Xingquan Chen Junqi Gao Dong Li Jianxing Liu Ligang Wu Bowen Zhou CLL 146 33 0 05 Mar 2024
Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning Weijieying Ren Xinlong Li Lei Wang Tianxiang Zhao Wei Qin CLL KELM 317 56 0 29 Feb 2024
HOP to the Next Tasks and Domains for Continual Learning in NLP Umberto Michieli Mete Ozay VLM 217 3 0 28 Feb 2024
Generalizable Two-Branch Framework for Image Class-Incremental Learning Chao Wu Xiaobin Chang Ruixuan Wang CLL 280 2 0 28 Feb 2024
One-stage Prompt-based Continual Learning Youngeun Kim Yuhang Li Priyadarshini Panda VLM CLL 166 15 0 25 Feb 2024
COPR: Continual Human Preference Learning via Optimal Policy Regularization Han Zhang Lin Gui Yu Lei Yuanzhao Zhai Yehong Zhang ... Hui Wang Yue Yu Kam-Fai Wong Bin Liang Ruifeng Xu CLL 204 6 0 22 Feb 2024
Can Similarity-Based Domain-Ordering Reduce Catastrophic Forgetting for Intent Recognition? Amogh Mannekote Xiaoyi Tian K. Boyer Bonnie J. Dorr CLL 151 1 0 21 Feb 2024
Efficient Parameter Mining and Freezing for Continual Object Detection Angelo G. Menezes Augusto J. Peterlevitz Mateus A. Chinelatto André C. P. L. F. de Carvalho 117 0 0 20 Feb 2024
Towards Cross-Domain Continual Learning Marcus Vinícius de Carvalho Mahardhika Pratama Jie Zhang Chua Haoyan E. Yapp CLL 173 3 0 19 Feb 2024
Class-incremental Learning for Time Series: Benchmark and Evaluation Zhongzheng Qiao Quang Pham Zhen Cao Hoang H Le Ponnuthurai Nagaratnam Suganthan Xudong Jiang Savitha Ramasamy 212 15 0 19 Feb 2024
Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks Mingqing Xiao Qingyan Meng Zongpeng Zhang D.K. He Zhouchen Lin CLL 280 13 0 19 Feb 2024
Maintaining Adversarial Robustness in Continuous Learning Xiaolei Ru Xiaowei Cao Zijia Liu Jack Murdoch Moore Xin-Ya Zhang Xia Zhu Wenjia Wei Gang Yan AAML 154 5 0 17 Feb 2024
TinyCL: An Efficient Hardware Architecture for Continual Learning on Autonomous Systems Eugenio Ressa Alberto Marchisio Maurizio Martina Guido Masera Mohamed Bennai 416 1 0 15 Feb 2024
Layerwise Proximal Replay: A Proximal Point Method for Online Continual Learning Jason Yoo Yunpeng Liu Frank Wood Geoff Pleiss CLL 241 7 0 14 Feb 2024
Continual Domain Adversarial Adaptation via Double-Head DiscriminatorsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 Yan Shen Zhanghexuan Ji Chunwei Ma Mingchen Gao TTA 259 2 0 05 Feb 2024
Discounted Adaptive Online Learning: Towards Better Regularization Zhiyu Zhang David Bombara Heng Yang 231 10 0 05 Feb 2024
Careful with that Scalpel: Improving Gradient Surgery with an EMA Yu-Guan Hsieh James Thornton Eugène Ndiaye Stephen Zhang Marco Cuturi Pierre Ablin MedIm 209 2 0 05 Feb 2024
What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement Xisen Jin Xiang Ren KELM CLL 293 8 0 02 Feb 2024
Sample Weight Estimation Using Meta-Updates for Online Continual Learning Hamed Hemati Damian Borth 208 0 0 29 Jan 2024
Towards Lifelong Scene Graph Generation with Knowledge-ware In-context Prompt Learning Tao He Tongtong Wu Dongyang Zhang Guiduo Duan Ke Qin Yuan-Fang Li CLL 257 1 0 26 Jan 2024
Beyond Anti-Forgetting: Multimodal Continual Instruction Tuning with Positive Forward Transfer Junhao Zheng Qianli Ma Zhen Liu Binquan Wu Hu Feng CLL 293 25 0 17 Jan 2024
Solving Continual Offline Reinforcement Learning with Decision Transformer Kaixin Huang Li Shen Chen Zhao Chun Yuan Dacheng Tao CLL OffRL 208 6 0 16 Jan 2024
A Topology-aware Graph Coarsening Framework for Continual Graph Learning Xiaoxue Han Zhuo Feng Yue Ning CLL 240 9 0 05 Jan 2024
Balancing Continual Learning and Fine-tuning for Human Activity Recognition Chi Ian Tang Lorena Qendro Dimitris Spathis F. Kawsar Akhil Mathur Cecilia Mascolo SSL HAI 213 2 0 04 Jan 2024
Elastic Multi-Gradient Descent for Parallel Continual Learning Fan Lyu Wei Feng Yuepan Li Qing Sun Fanhua Shang Liang Wan Liang Wang 216 2 0 02 Jan 2024
Continual Learning in Medical Image Analysis: A Comprehensive Review of Recent Advancements and Future Prospects Pratibha Kumari Joohi Chauhan Afshin Bozorgpour Boqiang Huang Reza Azad Dorit Merhof 342 18 0 28 Dec 2023
Infinite dSprites for Disentangled Continual Learning: Separating Memory Edits from Generalization Sebastian Dziadzio cCaugatay Yildiz Gido M. van de Ven Tomasz Trzciñski Tinne Tuytelaars Matthias Bethge 173 2 0 27 Dec 2023
Doubly Perturbed Task Free Continual Learning Byung Hyun Lee Min-hwan Oh Se Young Chun 264 5 0 20 Dec 2023
Continual Learning: Forget-free Winning Subnetworks for Video Representations Haeyong Kang Jaehong Yoon Sung Ju Hwang Chang D. Yoo CLL 452 5 0 19 Dec 2023
Catastrophic Forgetting in Deep Learning: A Comprehensive TaxonomyJournal of the Brazilian Computer Society (JBCS), 2023 Everton L. Aleixo J. Colonna Marco Cristo Everlandio Fernandes CLL 227 49 0 16 Dec 2023
What to Remember: Self-Adaptive Continual Learning for Audio Deepfake DetectionAAAI Conference on Artificial Intelligence (AAAI), 2023 Xiaohui Zhang Jiangyan Yi Chenglong Wang Chuyuan Zhang Siding Zeng Jianhua Tao 168 41 0 15 Dec 2023
Learning a Low-Rank Feature Representation: Achieving Better Trade-Off between Stability and Plasticity in Continual LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Zhenrong Liu Yang Li Yi Gong Yik-Chung Wu CLL 126 2 0 14 Dec 2023
Read Between the Layers: Leveraging Multi-Layer Representations for Rehearsal-Free Continual Learning with Pre-Trained Models Kyra Ahrens Hans Hergen Lehmann Jae Hee Lee Stefan Wermter CLL 402 8 0 13 Dec 2023