v1v2v3 (latest)

Continual Learning with Deep Generative Replay

24 May 2017

Papers citing "Continual Learning with Deep Generative Replay"

50 / 616 papers shown

Title
Weight Factorization and Centralization for Continual Learning in Speech Recognition Enes Yavuz Ugan Ngoc-Quan Pham Alexander Waibel CLL MoMe 27 0 0 19 Jun 2025
EKPC: Elastic Knowledge Preservation and Compensation for Class-Incremental Learning Huaijie Wang De Cheng Lingfeng He Yan Li Jie Li Nannan Wang X. Gao CLL 32 0 0 14 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 137 0 0 12 Jun 2025
Improved Supervised Fine-Tuning for Large Language Models to Mitigate Catastrophic Forgetting Fei Ding Baiqiao Wang CLL 91 0 0 11 Jun 2025
ErrorEraser: Unlearning Data Bias for Improved Continual Learning Xuemei Cao Hanlin Gu Xin Yang Bingjun Wei Haoyang Liang Xiangkun Wang Tianrui Li CLL KELM MU 73 0 0 11 Jun 2025
Action-Adaptive Continual Learning: Enabling Policy Generalization under Dynamic Action Spaces Chaofan Pan Jiafen Liu Yanhua Li Linbo Xiong Fan Min Wei Wei Xin Yang CLL 55 0 0 06 Jun 2025
Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot Learning Yuheng Lei Sitong Mao Shunbo Zhou Hongyuan Zhang Xuelong Li Ping Luo CLL 46 0 0 06 Jun 2025
Flashbacks to Harmonize Stability and Plasticity in Continual Learning Leila Mahmoodi Peyman Moghadam Munawar Hayat Christian Simon Mehrtash Harandi CLL VLM AI4CE 47 0 0 31 May 2025
iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection Huahui Yi Wei Xu Ziyuan Qin Xi Chen Xiaohu Wu Kang Li Qicheng Lao VLM 37 0 0 31 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 24 0 0 30 May 2025
LADA: Scalable Label-Specific CLIP Adapter for Continual Learning Mao-Lin Luo Zi-Hao Zhou Tong Wei Min-Ling Zhang VLM 60 0 0 29 May 2025
IRS: Incremental Relationship-guided Segmentation for Digital Pathology Ruining Deng Junchao Zhu Juming Xiong C. Cui Tianyuan Yao ... Yihe Yang Paul Dennis Simonson M. Sabuncu H. Yang Yuankai Huo CLL 61 0 0 28 May 2025
Frugal Incremental Generative Modeling using Variational Autoencoders Victor Enescu Hichem Sahbi CLL 65 0 0 28 May 2025
Learning without Isolation: Pathway Protection for Continual Learning Zhikang Chen Abudukelimu Wuerkaixi Sen Cui Haoxuan Li D. Li ... Houfang Liu Yi Yang Sifan Yang Changshui Zhang Tianling Ren CLL 49 0 0 24 May 2025
Exemplar-Free Continual Learning for State Space Models Isaac Ning Lee Leila Mahmoodi Trung Le Mehrtash Harandi CLL 90 0 0 24 May 2025
Human-like Forgetting Curves in Deep Neural Networks Dylan Kline HAI 20 0 0 22 May 2025
A Unified Gradient-based Framework for Task-agnostic Continual Learning-Unlearning Zhehao Huang Xinwen Cheng Jing Zhang Jinghao Zheng Haoran Wang Zhengbao He Tao Li Xiaolin Huang CLL 87 1 0 21 May 2025
Privacy-Aware Lifelong Learning Ozan Özdenizci Elmar Rueckert Robert Legenstein CLL MU KELM 106 1 0 16 May 2025
Ranking-aware Continual Learning for LiDAR Place Recognition Xufei Wang Gengxuan Tian Junqiao Zhao Siyue Tao Qiwen Gu Qiankun Yu Tiantian Feng CLL 76 1 0 12 May 2025
TaskVAE: Task-Specific Variational Autoencoders for Exemplar Generation in Continual Learning for Human Activity Recognition B. Kann Sandra Castellanos-Paez Romain Rombourg P. Lalanda CLL VLM 34 0 0 10 May 2025
Autoencoder-Based Hybrid Replay for Class-Incremental Learning Milad Khademi Nori Il-Min Kim Guanghui Wang CLL 152 0 0 09 May 2025
Feature Staleness Aware Incremental Learning for CTR Prediction Zhikai Wang Yanyan Shen Zibin Zhang Kangyi Lin 188 2 0 29 Apr 2025
Mitigating Catastrophic Forgetting in the Incremental Learning of Medical Images Sara Yavari Jacob Furst CLL 95 0 0 28 Apr 2025
Noise-Tolerant Coreset-Based Class Incremental Continual Learning Edison Mucllari Aswin Raghavan Z. Daniels CLL NoLa 430 0 0 23 Apr 2025
Task-conditioned Ensemble of Expert Models for Continuous Learning Renu Sharma Debasmita Pal Arun Ross OOD KELM 461 0 0 11 Apr 2025
BECAME: BayEsian Continual Learning with Adaptive Model MErging Mei Li Yuxiang Lu Qinyan Dai Suizhi Huang Yue Ding Hongtao Lu CLL MoMe 126 0 0 03 Apr 2025
Think Small, Act Big: Primitive Prompt Learning for Lifelong Robot Manipulation Yuanqi Yao Siao Liu Haoming Song Delin Qu Qizhi Chen Yan Ding Bin Zhao Ziyi Wang Xiaochen Li Dong Wang CLL 142 1 0 01 Apr 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 105 0 0 27 Mar 2025
Continual Learning With Quasi-Newton Methods Steven Vander Eeckt Hugo Van hamme CLL BDL 133 0 0 25 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 245 0 0 18 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 131 0 0 13 Mar 2025
Minion Gated Recurrent Unit for Continual Learning Abdullah M. Zyarah Dhireesha Kudithipudi 76 0 0 08 Mar 2025
Knowledge Retention for Continual Model-Based Reinforcement Learning Yixiang Sun Haotian Fu M. L. Littman George Konidaris OffRL CLL VLM 112 0 0 06 Mar 2025
CLDyB: Towards Dynamic Benchmarking for Continual Learning with Pre-trained Models Shengzhuang Chen Yikai Liao Xiaoxiao Sun Kede Ma Ying Wei 138 0 0 06 Mar 2025
Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity Grouping Guannan Lai Yujie Li Xiangkun Wang Jing Zhang Tianrui Li Xin Yang CLL 109 3 0 27 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 160 1 0 24 Feb 2025
Cross-Domain Continual Learning for Edge Intelligence in Wireless ISAC Networks Jingzhi Hu Xin Li Zhou Su Jun Luo 185 0 0 18 Feb 2025
Achieving Upper Bound Accuracy of Joint Training in Continual Learning Saleh Momeni Bing Liu CLL 170 1 0 17 Feb 2025
Analysis of Overparameterization in Continual Learning under a Linear Model Daniel Goldfarb Paul Hand CLL 99 0 0 11 Feb 2025
MADAR: Efficient Continual Learning for Malware Analysis with Diversity-Aware Replay Mohammad Saidur Rahman Scott E. Coull Qi Yu M. Wright AAML 145 2 0 09 Feb 2025
MaintaAvatar: A Maintainable Avatar Based on Neural Radiance Fields by Continual Learning Shengbo Gu Yu-Kun Qiu Yu-Ming Tang Ancong Wu Wei-Shi Zheng 116 0 0 04 Feb 2025
Multiple Queries with Multiple Keys: A Precise Prompt Matching Paradigm for Prompt-based Continual Learning Dunwei Tu Huiyu Yi Yanjie Wang Baile Xu Jian Zhao Furao Shen CLL 197 0 0 28 Jan 2025
Federated Class-Incremental Learning: A Hybrid Approach Using Latent Exemplars and Data-Free Techniques to Address Local and Global Forgetting Milad Khademi Nori Il-Min Kim Guanghui CLL 154 2 0 26 Jan 2025
Dynamic Continual Learning: Harnessing Parameter Uncertainty for Improved Network Adaptation Christopher Angelini N. Bouaynaya BDL 94 0 0 18 Jan 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 433 0 0 15 Jan 2025
Domain-Incremental Semantic Segmentation for Autonomous Driving under Adverse Driving Conditions Shishir Muralidhara René Schuster Didier Stricker CLL 565 0 0 10 Jan 2025
MalCL: Leveraging GAN-Based Generative Replay to Combat Catastrophic Forgetting in Malware Classification Jimin Park AHyun Ji Minji Park Mohammad Saidur Rahman Se Eun Oh 71 2 0 03 Jan 2025
Generate to Discriminate: Expert Routing for Continual Learning Yewon Byun Sanket Vaibhav Mehta Saurabh Garg Emma Strubell Michael Oberst Bryan Wilder Zachary Chase Lipton 185 0 0 31 Dec 2024
RECAST: Reparameterized, Compact weight Adaptation for Sequential Tasks Nazia Tasnim Bryan A. Plummer CLL OffRL 163 0 0 25 Nov 2024
Slowing Down Forgetting in Continual Learning Pascal Janetzky Tobias Schlagenhauf Stefan Feuerriegel CLL 125 0 0 11 Nov 2024