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Continual Learning with Deep Generative Replay

24 May 2017

Papers citing "Continual Learning with Deep Generative Replay"

50 / 1,228 papers shown

Title
Replay to Remember (R2R): An Efficient Uncertainty-driven Unsupervised Continual Learning Framework Using Generative Replay Sriram Mandalika Harsha Vardhan Athira Nambiar VLM 493 0 0 07 May 2025
Feature Staleness Aware Incremental Learning for CTR PredictionInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Zhikai Wang Yanyan Shen Zibin Zhang Kangyi Lin 258 2 0 29 Apr 2025
Mitigating Catastrophic Forgetting in the Incremental Learning of Medical Images Sara Yavari Jacob Furst CLL 269 4 0 28 Apr 2025
Personalized Artificial General Intelligence (AGI) via Neuroscience-Inspired Continuous Learning Systems Rajeev Gupta Suhani Gupta Ronak Parikh Divya Gupta Amir Javaheri Jairaj Singh Shaktawat AI4CE 130 1 0 27 Apr 2025
Noise-Tolerant Coreset-Based Class Incremental Continual Learning Edison Mucllari Aswin Raghavan Z. Daniels CLL NoLa 925 0 0 23 Apr 2025
SPECI: Skill Prompts based Hierarchical Continual Imitation Learning for Robot ManipulationIEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS), 2025 Jingkai Xu Xiangli Nie 211 3 0 22 Apr 2025
Semi-parametric Memory Consolidation: Towards Brain-like Deep Continual Learning Geng Liu Fei Zhu Rong Feng Zhiqiang Yi Shiqi Wang Gaofeng Meng Zhaoxiang Zhang CLL 181 0 0 20 Apr 2025
SwitchMT: An Adaptive Context Switching Methodology for Scalable Multi-Task Learning in Intelligent Autonomous Agents Avaneesh Devkota Rachmad Vidya Wicaksana Putra Mohamed Bennai 178 0 0 18 Apr 2025
Boosting the Class-Incremental Learning in 3D Point Clouds via Zero-Collection-Cost Basic Shape Pre-Training Chao Qi Jianqin Yin Meng Chen Yingchun Niu Yuan Sun 3DPC CLL 288 0 0 11 Apr 2025
Task-conditioned Ensemble of Expert Models for Continuous Learning Renu Sharma Debasmita Pal Arun Ross OOD KELM 922 0 0 11 Apr 2025
LoRI: Reducing Cross-Task Interference in Multi-Task Low-Rank Adaptation Juzheng Zhang Jiacheng You Ashwinee Panda Tom Goldstein MoMe 343 10 0 10 Apr 2025
Progressive Multi-Source Domain Adaptation for Personalized Facial Expression Recognition Muhammad Osama Zeeshan M. Pedersoli A. L. Koerich Eric Grange 282 2 0 05 Apr 2025
Outlook Towards Deployable Continual Learning for Particle Accelerators Kishansingh Rajput Sen Lin Auralee Edelen Willem Blokland Malachi Schram 209 1 0 04 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
The Self-Learning Agent with a Progressive Neural Network Integrated Transformer Ajay Sivakumar Shalini Vasantha Raj Sebastian Sylvester AI4CE 159 1 0 03 Apr 2025
Think Small, Act Big: Primitive Prompt Learning for Lifelong Robot ManipulationComputer Vision and Pattern Recognition (CVPR), 2025 Yuanqi Yao Siao Liu Haoming Song Delin Qu Qizhi Chen Yan Ding Jiangwei Zhong Liang Luo Xiaochen Li Dong Wang CLL 482 7 0 01 Apr 2025
MetaCLBench: Meta Continual Learning Benchmark on Resource-Constrained Edge Devices Sijia Li Young D. Kwon Lik-Hang Lee Pan Hui 255 0 0 31 Mar 2025
Beyond Background Shift: Rethinking Instance Replay in Continual Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2025 Hongmei Yin Tingliang Feng Fan Lyu Fanhua Shang Hongying Liu Wei Feng Liang Wan CLL VLM 241 2 0 28 Mar 2025
Learn by Reasoning: Analogical Weight Generation for Few-Shot Class-Incremental Learning Jizhou Han Chenhao Ding Yuhang He Songlin Dong Qiang Wang Xinyuan Gao Yihong Gong CLL 199 1 0 27 Mar 2025
KAC: Kolmogorov-Arnold Classifier for Continual LearningComputer Vision and Pattern Recognition (CVPR), 2025 Yusong Hu Zichen Liang Fei Yang Qibin Hou Xialei Liu Ming-Ming Cheng CLL 295 5 0 27 Mar 2025
Continual learning via probabilistic exchangeable sequence modelling Hanwen Xing Christopher Yau CLL BDL 289 0 0 26 Mar 2025
Continual Learning With Quasi-Newton MethodsIEEE Access (IEEE Access), 2021 Steven Vander Eeckt Hugo Van hamme CLL BDL 261 0 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
Restoring Forgotten Knowledge in Non-Exemplar Class Incremental Learning through Test-Time Semantic Evolution Haori Lu Xusheng Cao Linlan Huang Enguang Wang Fei Yang Xialei Liu CLL 222 0 0 21 Mar 2025
Towards Automatic Continual Learning: A Self-Adaptive Framework for Continual Instruction Tuning Peiyi Lin Fukai Zhang Kai Niu Hao Fu CLL 285 0 0 20 Mar 2025
FeNeC: Enhancing Continual Learning via Feature Clustering with Neighbor- or Logit-Based Classification Kamil Książek Hubert Jastrzębski Bartosz Trojan Krzysztof Pniaczek Michał Karp Jacek Tabor CLL 554 0 0 18 Mar 2025
ProtoDepth: Unsupervised Continual Depth Completion with PrototypesComputer Vision and Pattern Recognition (CVPR), 2025 Patrick Rim Hyoungseob Park Xien Chen Ziyao Zeng Younjoon Chung Alex Wong CLL MDE 327 5 0 17 Mar 2025
Hybrid Learners Do Not Forget: A Brain-Inspired Neuro-Symbolic Approach to Continual Learning Amin Banayeeanzade Mohammad Rostami CLL 214 1 0 16 Mar 2025
EFC++: Elastic Feature Consolidation with Prototype Re-balancing for Cold Start Exemplar-free Incremental Learning Simone Magistri Tomaso Trinci Albin Soutif--Cormerais Joost van de Weijer Andrew D. Bagdanov 587 0 0 13 Mar 2025
Continual Text-to-Video Retrieval with Frame Fusion and Task-Aware RoutingAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Zecheng Zhao Zhi Chen Zi-Rui Huang S. Sadiq Tong Chen 432 0 0 13 Mar 2025
Continual Learning for Multiple Modalities Hyundong Jin Eunwoo Kim CLL 426 0 0 11 Mar 2025
Towards Experience Replay for Class-Incremental Learning in Fully-Binary Networks Yanis Basso-Bert Anca Molnos Romain Lemaire William Guicquero Antoine Dupret CLL 296 0 0 10 Mar 2025
Minion Gated Recurrent Unit for Continual Learning Abdullah M. Zyarah Dhireesha Kudithipudi 465 1 0 08 Mar 2025
Lifelong Learning with Task-Specific Adaptation: Addressing the Stability-Plasticity Dilemma Ruiyu Wang Sen Wang Wei Ji Q. Sun CLL KELM 209 1 0 08 Mar 2025
CLDyB: Towards Dynamic Benchmarking for Continual Learning with Pre-trained ModelsInternational Conference on Learning Representations (ICLR), 2025 Shengzhuang Chen Yikai Liao Xiaoxiao Sun Kede Ma Ying Wei 348 1 0 06 Mar 2025
Knowledge Retention for Continual Model-Based Reinforcement Learning Yixiang Sun Haotian Fu M. L. Littman George Konidaris OffRL CLL VLM 520 2 0 06 Mar 2025
Efficient Prompting for Continual Adaptation to Missing ModalitiesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Zirun Guo Shulei Wang Wang Lin Weicai Yan Yangyang Wu Tao Jin CLL VLM 254 5 0 01 Mar 2025
Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity GroupingComputer Vision and Pattern Recognition (CVPR), 2025 Guannan Lai Yujie Li Xiangkun Wang Jing Zhang Tianrui Li Xin Yang CLL 322 6 0 27 Feb 2025
Few-Shot, No Problem: Descriptive Continual Relation ExtractionAAAI Conference on Artificial Intelligence (AAAI), 2025 Nguyen Xuan Thanh Anh Duc Le Quyen Tran Thanh-Thien Le Linh Ngo Van T. H. Nguyen 251 5 0 27 Feb 2025
PVBF: A Framework for Mitigating Parameter Variation Imbalance in Online Continual LearningNeural Networks (NN), 2025 Zelin Tao Hao Deng Mingqing Liu Lijun Zhang Shengjie Zhao CLL 329 0 0 25 Feb 2025
Feature Aggregation with Latent Generative Replay for Federated Continual Learning of Socially Appropriate Robot Behaviours Nikhil Churamani Saksham Checker Fethiye Irmak Dogan Hao-Tien Lewis Chiang Hatice Gunes FedML 400 2 0 24 Feb 2025
Transfer Learning with Pre-trained Conditional Generative ModelsMachine-mediated learning (ML), 2022 Shin'ya Yamaguchi Sekitoshi Kanai Atsutoshi Kumagai Daiki Chijiwa H. Kashima VLM CLL BDL DiffM 606 6 0 21 Feb 2025
Does Training with Synthetic Data Truly Protect Privacy?International Conference on Learning Representations (ICLR), 2025 Yunpeng Zhao Jie Zhang 307 5 0 18 Feb 2025
Cross-Domain Continual Learning for Edge Intelligence in Wireless ISAC NetworksIEEE Transactions on Wireless Communications (TWC), 2025 Jingzhi Hu Xin Li Zhou Su Jun Luo 420 1 0 18 Feb 2025
Achieving Upper Bound Accuracy of Joint Training in Continual Learning Saleh Momeni Bing Liu CLL 416 1 0 17 Feb 2025
Analysis of Overparameterization in Continual Learning under a Linear Model Daniel Goldfarb Paul Hand CLL 187 1 0 11 Feb 2025
MADAR: Efficient Continual Learning for Malware Analysis with Distribution-Aware Replay Mohammad Saidur Rahman Scott E. Coull Qi Yu M. Wright AAML 589 4 0 09 Feb 2025
MaintaAvatar: A Maintainable Avatar Based on Neural Radiance Fields by Continual LearningAAAI Conference on Artificial Intelligence (AAAI), 2025 Shengbo Gu Yu-Kun Qiu Yu-Ming Tang Ancong Wu Wei-Shi Zheng 293 0 0 04 Feb 2025
Iterative Feature Space Optimization through Incremental Adaptive Evaluation Yanping Wu Li Yang Zhengzhang Chen Zijun Yao Yanjie Fu Kunpeng Liu Xiao Luo Dongjie Wang 117 1 0 28 Jan 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 457 3 0 26 Jan 2025