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2004.09199
Cited By
Generative Feature Replay For Class-Incremental Learning
20 April 2020
Xialei Liu
Chenshen Wu
Mikel Menta
Luis Herranz
Bogdan Raducanu
Andrew D. Bagdanov
Shangling Jui
Joost van de Weijer
CLL
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Papers citing
"Generative Feature Replay For Class-Incremental Learning"
50 / 103 papers shown
Merge and Bound: Direct Manipulations on Weights for Class Incremental Learning
Taehoon Kim
Donghwan Jang
Bohyung Han
CLL
MoMe
301
0
0
26 Nov 2025
AnaCP: Toward Upper-Bound Continual Learning via Analytic Contrastive Projection
Saleh Momeni
Changnan Xiao
Bing Liu
CLL
376
2
0
17 Nov 2025
Dual-LoRA and Quality-Enhanced Pseudo Replay for Multimodal Continual Food Learning
Xinlan Wu
B. Zhu
Feng Han
Pengkun Jiao
Jingjing Chen
CLL
294
0
0
17 Nov 2025
Deep Generative Continual Learning using Functional LoRA: FunLoRA
Victor Enescu
Hichem Sahbi
317
0
0
03 Oct 2025
The Lie of the Average: How Class Incremental Learning Evaluation Deceives You?
Guannan Lai
Da-Wei Zhou
Xin Yang
Han-Jia Ye
CLL
163
0
0
26 Sep 2025
Flashbacks to Harmonize Stability and Plasticity in Continual Learning
Neural Networks (NN), 2025
Leila Mahmoodi
Peyman Moghadam
Munawar Hayat
Christian Simon
Mehrtash Harandi
CLL
VLM
AI4CE
346
4
0
31 May 2025
CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning
Computer Vision and Pattern Recognition (CVPR), 2025
Jiangpeng He
Zhihao Duan
Fengqing M Zhu
CLL
214
19
0
30 May 2025
Frugal Incremental Generative Modeling using Variational Autoencoders
Victor Enescu
Hichem Sahbi
CLL
350
1
0
28 May 2025
Data-Free Class-Incremental Gesture Recognition with Prototype-Guided Pseudo Feature Replay
Hongsong Wang
Ao Sun
Jie Gui
Liang Wang
259
0
0
26 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
469
0
0
23 May 2025
ReplayCAD: Generative Diffusion Replay for Continual Anomaly Detection
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Lei Hu
Zhiyong Gan
Ling Deng
Jinglin Liang
Lingyu Liang
Shuangping Huang
Tianshui Chen
DiffM
304
5
0
10 May 2025
SacFL: Self-Adaptive Federated Continual Learning for Resource-Constrained End Devices
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025
Zhengyi Zhong
Weidong Bao
Ji Wang
Jianguo Chen
Lingjuan Lyu
Wei Yang Bryan Lim
CLL
546
10
0
01 May 2025
CO-DEFEND: Continuous Decentralized Federated Learning for Secure DoH-Based Threat Detection
Diego Cajaraville-Aboy
Marta Moure-Garrido
Carlos Beis-Penedo
C. García-Rubio
R. Redondo
Celeste Campo
Ana Fernández-Vilas
M. Fernández-Veiga
214
1
0
02 Apr 2025
ProtoDepth: Unsupervised Continual Depth Completion with Prototypes
Computer Vision and Pattern Recognition (CVPR), 2025
Patrick Rim
Hyoungseob Park
Xien Chen
Ziyao Zeng
Younjoon Chung
Alex Wong
CLL
MDE
393
9
0
17 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
705
0
0
13 Mar 2025
Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity Grouping
Computer Vision and Pattern Recognition (CVPR), 2025
Guannan Lai
Yujie Li
Xiangkun Wang
Jing Zhang
Tianrui Li
Xin Yang
CLL
546
6
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
512
4
0
24 Feb 2025
Fresh-CL: Feature Realignment through Experts on Hypersphere in Continual Learning
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Zhongyi Zhou
Chaomin Shen
Pin Yi
Minjie Zhu
Yaxin Peng
1.1K
0
0
04 Jan 2025
Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence
Yichen Li
Yuying Wang
Haozhao Wang
Yining Qi
Tianzhe Xiao
Ruixuan Li
626
1
0
18 Dec 2024
Task Confusion and Catastrophic Forgetting in Class-Incremental Learning: A Mathematical Framework for Discriminative and Generative Modelings
Neural Information Processing Systems (NeurIPS), 2024
Milad Khademi Nori
Il-Min Kim
CLL
316
4
0
28 Oct 2024
LACOSTE: Exploiting stereo and temporal contexts for surgical instrument segmentation
Qiyuan Wang
Shang Zhao
Zikang Xu
S Kevin Zhou
464
0
0
14 Sep 2024
SCARF: Scalable Continual Learning Framework for Memory-efficient Multiple Neural Radiance Fields
Yuze Wang
Junyi Wang
Chen Wang
Wantong Duan
Yongtang Bao
Yue Qi
CLL
345
13
0
06 Sep 2024
Towards General Industrial Intelligence: A Survey on IIoT-Enhanced Continual Large Models
Jiao Chen
Jiayi He
Fangfang Chen
Zuohong Lv
Jianhua Tang
Weihua Li
Zuozhu Liu
Howard H. Yang
Guangjie Han
AI4CE
322
1
0
02 Sep 2024
Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning
European Conference on Computer Vision (ECCV), 2024
Jinglin Liang
Jin Zhong
Hanlin Gu
Zhongqi Lu
Xingxing Tang
Gang Dai
Shuangping Huang
Lixin Fan
Qiang Yang
DiffM
356
27
0
02 Sep 2024
Incremental Open-set Domain Adaptation
Sayan Rakshit
Hmrishav Bandyopadhyay
Nibaran Das
Biplab Banerjee
CLL
317
2
0
31 Aug 2024
A Unified Framework for Continual Learning and Machine Unlearning
Romit Chatterjee
Vikram S Chundawat
Ayush K Tarun
Ankur Mali
Murari Mandal
CLL
MU
381
1
0
21 Aug 2024
Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator
Thinh Nguyen
Khoa D. Doan
Binh T. Nguyen
Danh Le-Phuoc
Kok-Seng Wong
FedML
261
2
0
13 Jul 2024
Exemplar-free Continual Representation Learning via Learnable Drift Compensation
Alex Gomez-Villa
Dipam Goswami
Kai Wang
Andrew D. Bagdanov
Bartlomiej Twardowski
Joost van de Weijer
CLL
SSL
281
23
0
11 Jul 2024
Online DPO: Online Direct Preference Optimization with Fast-Slow Chasing
Biqing Qi
Pengfei Li
Fangyuan Li
Junqi Gao
Kaiyan Zhang
Bowen Zhou
284
36
0
08 Jun 2024
Few Shot Class Incremental Learning using Vision-Language models
Anurag Kumar
Chinmay Bharti
Saikat Dutta
Srikrishna Karanam
Biplab Banerjee
VLM
CLL
289
1
0
02 May 2024
Brain-Inspired Continual Learning-Robust Feature Distillation and Re-Consolidation for Class Incremental Learning
Hikmat Khan
N. Bouaynaya
Ghulam Rasool
CLL
310
1
0
22 Apr 2024
Enhancing Generative Class Incremental Learning Performance with Model Forgetting Approach
Taro Togo
Ren Togo
Keisuke Maeda
Takahiro Ogawa
Miki Haseyama
184
1
0
27 Mar 2024
Federated Learning of Socially Appropriate Agent Behaviours in Simulated Home Environments
Saksham Checker
Nikhil Churamani
Hatice Gunes
FedML
368
4
0
12 Mar 2024
Towards Efficient Replay in Federated Incremental Learning
Computer Vision and Pattern Recognition (CVPR), 2024
Yichen Li
Qunwei Li
Yining Qi
Ruixuan Li
Leon Wenliang Zhong
Guannan Zhang
406
46
0
09 Mar 2024
Continual Learning and Catastrophic Forgetting
Gido M. van de Ven
Nicholas Soures
Dhireesha Kudithipudi
449
113
0
08 Mar 2024
GUIDE: Guidance-based Incremental Learning with Diffusion Models
Bartosz Cywiński
Kamil Deja
Tomasz Trzciñski
Bartlomiej Twardowski
Lukasz Kuciñski
DiffM
267
6
0
06 Mar 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
319
17
0
19 Feb 2024
Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic Surgery
Mengya Xu
Mobarakol Islam
Long Bai
Hongliang Ren
217
16
0
08 Feb 2024
One Step Learning, One Step Review
Xiaolong Huang
Qiankun Li
Xueran Li
Xuesong Gao
314
2
0
19 Jan 2024
Elastic Multi-Gradient Descent for Parallel Continual Learning
Fan Lyu
Wei Feng
Yuepan Li
Qing Sun
Fanhua Shang
Liang Wan
Liang Wang
273
2
0
02 Jan 2024
Adapt & Align: Continual Learning with Generative Models Latent Space Alignment
Kamil Deja
Bartosz Cywiński
Jan Rybarczyk
Tomasz Trzciñski
CLL
DRL
242
0
0
21 Dec 2023
Efficient Expansion and Gradient Based Task Inference for Replay Free Incremental Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Soumya Roy
Vinay Kumar Verma
Deepak Gupta
CLL
403
7
0
02 Dec 2023
Negotiated Representations to Prevent Forgetting in Machine Learning Applications
Nuri Korhan
Ceren Öner
CLL
277
0
0
30 Nov 2023
COPR: Continual Learning Human Preference through Optimal Policy Regularization
Han Zhang
Lin Gui
Yuanzhao Zhai
Hui Wang
Yu Lei
Ruifeng Xu
CLL
503
1
0
24 Oct 2023
Prior-Free Continual Learning with Unlabeled Data in the Wild
Tao Zhuo
Zhiyong Cheng
Hehe Fan
Mohan S. Kankanhalli
VLM
CLL
236
3
0
16 Oct 2023
Looking through the past: better knowledge retention for generative replay in continual learning
Valeriya Khan
Sebastian Cygert
Kamil Deja
Tomasz Trzciñski
Bartlomiej Twardowski
294
9
0
18 Sep 2023
ScrollNet: Dynamic Weight Importance for Continual Learning
Fei Yang
Kai Wang
Joost van de Weijer
305
7
0
31 Aug 2023
GRASP: A Rehearsal Policy for Efficient Online Continual Learning
Md Yousuf Harun
Jhair Gallardo
Junyu Chen
Christopher Kanan
CLL
450
15
0
25 Aug 2023
Masked Autoencoders are Efficient Class Incremental Learners
IEEE International Conference on Computer Vision (ICCV), 2023
Jiang-Tian Zhai
Xialei Liu
Andrew D. Bagdanov
Ke Li
Mingg-Ming Cheng
CLL
234
20
0
24 Aug 2023
The Importance of Robust Features in Mitigating Catastrophic Forgetting
International Symposium on Computers and Communications (ISCC), 2023
Hikmat Khan
N. Bouaynaya
Ghulam Rasool
279
9
0
29 Jun 2023
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