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Continual Learning with Deep Generative Replay
v1v2v3 (latest)

Continual Learning with Deep Generative Replay

24 May 2017
Hanul Shin
Jung Kwon Lee
Jaehong Kim
Jiwon Kim
    KELMCLL
ArXiv (abs)PDFHTML

Papers citing "Continual Learning with Deep Generative Replay"

50 / 1,229 papers shown
Few-shot Class-incremental Fault Diagnosis by Preserving Class-Agnostic Knowledge with Dual-Granularity Representations
Few-shot Class-incremental Fault Diagnosis by Preserving Class-Agnostic Knowledge with Dual-Granularity Representations
Zhendong Yang
Jie Wang
Liansong Zong
Xiaorong Liu
Quan Qian
Shiqian Chen
252
0
0
16 Aug 2025
Adaptive Variance-Penalized Continual Learning with Fisher Regularization
Adaptive Variance-Penalized Continual Learning with Fisher Regularization
Krisanu Sarkar
CLL
149
0
0
15 Aug 2025
Index-Aligned Query Distillation for Transformer-based Incremental Object Detection
Index-Aligned Query Distillation for Transformer-based Incremental Object Detection
Mingxiao Ma
Shunyao Zhu
Guoliang Kang
CLL
88
0
0
15 Aug 2025
Towards Efficient Prompt-based Continual Learning in Distributed Medical AI
Towards Efficient Prompt-based Continual Learning in Distributed Medical AI
Gyutae Oh
Jitae Shin
OODCLL
148
0
0
14 Aug 2025
Hierarchical Visual Prompt Learning for Continual Video Instance Segmentation
Hierarchical Visual Prompt Learning for Continual Video Instance Segmentation
Jiahua Dong
Hui Yin
Wenqi Liang
Hanbin Zhao
Henghui Ding
Nicu Sebe
Salman Khan
Fahad Shahbaz Khan
VLM
139
1
0
12 Aug 2025
GaussianUpdate: Continual 3D Gaussian Splatting Update for Changing Environments
GaussianUpdate: Continual 3D Gaussian Splatting Update for Changing Environments
Lin Zeng
Boming Zhao
Jiarui Hu
Xujie Shen
Ziqiang Dang
Hujun Bao
Zhaopeng Cui
3DGS
131
5
0
12 Aug 2025
Learning to See and Act: Task-Aware Virtual View Exploration for Robotic Manipulation
Learning to See and Act: Task-Aware Virtual View Exploration for Robotic Manipulation
Yongjie Bai
Zhouxia Wang
Wenshu Fan
Weixing Chen
Ziliang Chen
...
Yongsen Zheng
Lingbo Liu
Guanbin Li
Guanbin Li
Liang Lin
295
1
0
07 Aug 2025
Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting
Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting
Yuyang Liu
Qiuhe Hong
Linlan Huang
Alexandra Gomez-Villa
Dipam Goswami
Xialei Liu
Joost van de Weijer
Yonghong Tian
CLLKELMVLM
212
0
0
06 Aug 2025
Unifying Locality of KANs and Feature Drift Compensation Projection for Data-free Replay based Continual Face Forgery Detection
Unifying Locality of KANs and Feature Drift Compensation Projection for Data-free Replay based Continual Face Forgery Detection
Tianshuo Zhang
Siran Peng
Li Gao
Haoyuan Zhang
Xiangyu Zhu
Zhen Lei
CLL
195
0
0
05 Aug 2025
Exploring Stability-Plasticity Trade-offs for Continual Named Entity Recognition
Exploring Stability-Plasticity Trade-offs for Continual Named Entity RecognitionIEEE Transactions on Audio, Speech, and Language Processing (TASLP), 2025
Duzhen Zhang
Chenxing Li
Jiahua Dong
Qi Liu
Dong Yu
122
0
0
05 Aug 2025
U-PINet: Physics-Informed Hierarchical Learning for Radar Cross Section Prediction via 3D Electromagnetic Scattering Reconstruction
U-PINet: Physics-Informed Hierarchical Learning for Radar Cross Section Prediction via 3D Electromagnetic Scattering Reconstruction
Rui Zhu
Yuexing Peng
Peng Wang
G. C. Alexandropoulos
Wenbo Wang
Wei Xiang
AI4CE
177
0
0
05 Aug 2025
RainbowPrompt: Diversity-Enhanced Prompt-Evolving for Continual Learning
RainbowPrompt: Diversity-Enhanced Prompt-Evolving for Continual Learning
Kiseong Hong
Gyeong-hyeon Kim
Eunwoo Kim
CLLVLM
173
0
0
30 Jul 2025
SAMwave: Wavelet-Driven Feature Enrichment for Effective Adaptation of Segment Anything Model
SAMwave: Wavelet-Driven Feature Enrichment for Effective Adaptation of Segment Anything Model
Saurabh Yadav
Avi Gupta
Koteswar Rao Jerripothula
VLM
165
0
0
27 Jul 2025
Towards Improving Long-Tail Entity Predictions in Temporal Knowledge Graphs through Global Similarity and Weighted Sampling
Towards Improving Long-Tail Entity Predictions in Temporal Knowledge Graphs through Global Similarity and Weighted Sampling
Mehrnoosh Mirtaheri
Ryan Rossi
Sungchul Kim
K. Mahadik
Tong Yu
Xiang Chen
Mohammad Rostami
CLL
182
0
0
25 Jul 2025
Fishers for Free? Approximating the Fisher Information Matrix by Recycling the Squared Gradient Accumulator
Fishers for Free? Approximating the Fisher Information Matrix by Recycling the Squared Gradient Accumulator
YuXin Li
Felix Dangel
Derek Tam
Colin Raffel
212
2
0
24 Jul 2025
GRID: Scalable Task-Agnostic Prompt-Based Continual Learning for Language Models
GRID: Scalable Task-Agnostic Prompt-Based Continual Learning for Language Models
Anushka Tiwari
Sayantan Pal
Rohini Srihari
Kaiyi Ji
CLLVLM
219
0
0
19 Jul 2025
LoRA-Loop: Closing the Synthetic Replay Cycle for Continual VLM Learning
LoRA-Loop: Closing the Synthetic Replay Cycle for Continual VLM Learning
Kaihong Wang
Donghyun Kim
Margrit Betke
306
0
0
17 Jul 2025
LifelongPR: Lifelong point cloud place recognition based on sample replay and prompt learning
LifelongPR: Lifelong point cloud place recognition based on sample replay and prompt learning
Xianghong Zou
Jianping Li
Zhe Chen
Zhen Cao
Zhen Dong
Qiegen Liu
Bisheng Yang
CLL
175
0
0
14 Jul 2025
The Bayesian Approach to Continual Learning: An Overview
The Bayesian Approach to Continual Learning: An Overview
Tameem Adel
CLLBDLKELM
324
2
0
11 Jul 2025
Interaction-Merged Motion Planning: Effectively Leveraging Diverse Motion Datasets for Robust Planning
Interaction-Merged Motion Planning: Effectively Leveraging Diverse Motion Datasets for Robust Planning
Giwon Lee
Wooseong Jeong
Daehee Park
Jaewoo Jeong
Kuk-Jin Yoon
368
0
0
07 Jul 2025
Why Reinforcement Fine-Tuning Enables MLLMs Preserve Prior Knowledge Better: A Data Perspective
Why Reinforcement Fine-Tuning Enables MLLMs Preserve Prior Knowledge Better: A Data Perspective
Zhihao Zhang
Qiaole Dong
Qi Zhang
Jun Zhao
Enyu Zhou
...
Yanwei Fu
Changzhi Sun
Tao Gui
Xuanjing Huang
Kai Chen
CLL
221
0
0
30 Jun 2025
ChordPrompt: Orchestrating Cross-Modal Prompt Synergy for Multi-Domain Incremental Learning in CLIP
ChordPrompt: Orchestrating Cross-Modal Prompt Synergy for Multi-Domain Incremental Learning in CLIP
Zhiyuan Wang
Bokui Chen
VLMLRM
210
0
0
24 Jun 2025
Weight Factorization and Centralization for Continual Learning in Speech Recognition
Weight Factorization and Centralization for Continual Learning in Speech Recognition
Enes Yavuz Ugan
Ngoc-Quan Pham
Alexander Waibel
CLLMoMe
152
2
0
19 Jun 2025
Revisiting Clustering of Neural Bandits: Selective Reinitialization for Mitigating Loss of Plasticity
Revisiting Clustering of Neural Bandits: Selective Reinitialization for Mitigating Loss of PlasticityKnowledge Discovery and Data Mining (KDD), 2025
Zhiyuan Su
Sunhao Dai
Xiao Zhang
272
0
0
14 Jun 2025
EKPC: Elastic Knowledge Preservation and Compensation for Class-Incremental Learning
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
197
1
0
14 Jun 2025
Continual Hyperbolic Learning of Instances and Classes
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
309
2
0
12 Jun 2025
ErrorEraser: Unlearning Data Bias for Improved Continual Learning
ErrorEraser: Unlearning Data Bias for Improved Continual LearningKnowledge Discovery and Data Mining (KDD), 2025
Xuemei Cao
Hanlin Gu
Xin Yang
Bingjun Wei
Haoyang Liang
Xiangkun Wang
Tianrui Li
CLLKELMMU
191
2
0
11 Jun 2025
Improved Supervised Fine-Tuning for Large Language Models to Mitigate Catastrophic Forgetting
Improved Supervised Fine-Tuning for Large Language Models to Mitigate Catastrophic Forgetting
Fei Ding
Baiqiao Wang
CLL
279
2
0
11 Jun 2025
Action-Adaptive Continual Learning: Enabling Policy Generalization under Dynamic Action Spaces
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
228
1
0
06 Jun 2025
Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot Learning
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
244
0
0
06 Jun 2025
Flashbacks to Harmonize Stability and Plasticity in Continual Learning
Flashbacks to Harmonize Stability and Plasticity in Continual LearningNeural Networks (NN), 2025
Leila Mahmoodi
Peyman Moghadam
Munawar Hayat
Christian Simon
Mehrtash Harandi
CLLVLMAI4CE
283
2
0
31 May 2025
iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection
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
140
0
0
31 May 2025
Unlocking the Power of Rehearsal in Continual Learning: A Theoretical Perspective
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
246
1
0
30 May 2025
LADA: Scalable Label-Specific CLIP Adapter for Continual Learning
LADA: Scalable Label-Specific CLIP Adapter for Continual Learning
Mao-Lin Luo
Zi-Hao Zhou
Tong Wei
Min-Ling Zhang
VLM
294
1
0
29 May 2025
Frugal Incremental Generative Modeling using Variational Autoencoders
Frugal Incremental Generative Modeling using Variational Autoencoders
Victor Enescu
Hichem Sahbi
CLL
250
1
0
28 May 2025
IRS: Incremental Relationship-guided Segmentation for Digital Pathology
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
232
2
0
28 May 2025
Data-Free Class-Incremental Gesture Recognition with Prototype-Guided Pseudo Feature Replay
Data-Free Class-Incremental Gesture Recognition with Prototype-Guided Pseudo Feature Replay
Hongsong Wang
Ao Sun
Jie Gui
Liang Wang
169
0
0
26 May 2025
Learning without Isolation: Pathway Protection for Continual Learning
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
187
2
0
24 May 2025
Exemplar-Free Continual Learning for State Space Models
Exemplar-Free Continual Learning for State Space Models
Isaac Ning Lee
Leila Mahmoodi
Trung Le
Mehrtash Harandi
CLL
257
0
0
24 May 2025
Dynamic Dual Buffer with Divide-and-Conquer Strategy for Online Continual Learning
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
416
0
0
23 May 2025
Human-like Forgetting Curves in Deep Neural Networks
Human-like Forgetting Curves in Deep Neural Networks
Dylan Kline
HAI
160
0
0
22 May 2025
Generalizable Process Reward Models via Formally Verified Training Data
Generalizable Process Reward Models via Formally Verified Training Data
Ryo Kamoi
Yusen Zhang
Nan Zhang
Sarkar Snigdha Sarathi Das
Rui Zhang
OffRLLRM
285
2
0
21 May 2025
A Unified Gradient-based Framework for Task-agnostic Continual Learning-Unlearning
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
289
1
0
21 May 2025
Privacy-Aware Lifelong Learning
Privacy-Aware Lifelong LearningInternational Conference on Learning Representations (ICLR), 2025
Ozan Özdenizci
Elmar Rueckert
Robert Legenstein
CLLMUKELM
333
1
0
16 May 2025
Reinforced Interactive Continual Learning via Real-time Noisy Human Feedback
Reinforced Interactive Continual Learning via Real-time Noisy Human Feedback
Yutao Yang
Jie Zhou
Junsong Li
Qianjun Pan
Bihao Zhan
Qin Chen
Xipeng Qiu
Liang He
CLL
271
3
0
15 May 2025
Ranking-aware Continual Learning for LiDAR Place Recognition
Ranking-aware Continual Learning for LiDAR Place Recognition
Xufei Wang
Gengxuan Tian
Siyue Tao
T. Feng
Qiwen Gu
Qiankun Yu
Tiantian Feng
CLL
343
3
0
12 May 2025
TaskVAE: Task-Specific Variational Autoencoders for Exemplar Generation in Continual Learning for Human Activity Recognition
TaskVAE: Task-Specific Variational Autoencoders for Exemplar Generation in Continual Learning for Human Activity Recognition
B. Kann
Sandra Castellanos-Paez
Romain Rombourg
P. Lalanda
CLLVLM
123
0
0
10 May 2025
Multi-modal Synthetic Data Training and Model Collapse: Insights from VLMs and Diffusion Models
Multi-modal Synthetic Data Training and Model Collapse: Insights from VLMs and Diffusion Models
Zizhao Hu
Mohammad Rostami
Jesse Thomason
VLM
266
2
0
10 May 2025
ReplayCAD: Generative Diffusion Replay for Continual Anomaly Detection
ReplayCAD: Generative Diffusion Replay for Continual Anomaly DetectionInternational Joint Conference on Artificial Intelligence (IJCAI), 2025
Lei Hu
Zhiyong Gan
Ling Deng
Jinglin Liang
Lingyu Liang
Shuangping Huang
Tianshui Chen
DiffM
266
2
0
10 May 2025
Autoencoder-Based Hybrid Replay for Class-Incremental Learning
Autoencoder-Based Hybrid Replay for Class-Incremental Learning
Milad Khademi Nori
Il-Min Kim
Guanghui Wang
CLL
458
0
0
09 May 2025
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