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Learning without Forgetting
v1v2v3 (latest)

Learning without Forgetting

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016
29 June 2016
Zhizhong Li
Derek Hoiem
    CLLOODSSL
ArXiv (abs)PDFHTML

Papers citing "Learning without Forgetting"

50 / 2,446 papers shown
When Large Multimodal Models Confront Evolving Knowledge:Challenges and Pathways
When Large Multimodal Models Confront Evolving Knowledge:Challenges and Pathways
Kailin Jiang
Yuntao Du
Yukai Ding
Yuchen Ren
Ning Jiang
Zhi Gao
Zilong Zheng
Lei Liu
Bin Li
Qing Li
KELM
218
2
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
293
1
0
29 May 2025
SC-LoRA: Balancing Efficient Fine-tuning and Knowledge Preservation via Subspace-Constrained LoRA
SC-LoRA: Balancing Efficient Fine-tuning and Knowledge Preservation via Subspace-Constrained LoRA
Minrui Luo
Fuhang Kuang
Yu Wang
Zirui Liu
Tianxing He
CLL
255
0
0
29 May 2025
Adaptive Budget Allocation for Orthogonal-Subspace Adapter Tuning in LLMs Continual Learning
Adaptive Budget Allocation for Orthogonal-Subspace Adapter Tuning in LLMs Continual Learning
Zhiyi Wan
Wanrou Du
Liang Li
Miao Pan
Xiaoqi Qin
CLL
198
0
0
28 May 2025
Continual Learning Beyond Experience Rehearsal and Full Model Surrogates
Continual Learning Beyond Experience Rehearsal and Full Model Surrogates
Prashant Shivaram Bhat
Laurens Niesten
Elahe Arani
Bahram Zonooz
CLL
176
0
0
28 May 2025
Continual Learning on CLIP via Incremental Prompt Tuning with Intrinsic Textual Anchors
Continual Learning on CLIP via Incremental Prompt Tuning with Intrinsic Textual Anchors
Haodong Lu
Xinyu Zhang
Kristen Moore
Jason Xue
Lina Yao
Anton van den Hengel
Dong Gong
CLLVLM
220
2
0
27 May 2025
Query Drift Compensation: Enabling Compatibility in Continual Learning of Retrieval Embedding Models
Query Drift Compensation: Enabling Compatibility in Continual Learning of Retrieval Embedding Models
Dipam Goswami
Liying Wang
Bartłomiej Twardowski
Joost van de Weijer
326
1
0
27 May 2025
Information-Theoretic Complementary Prompts for Improved Continual Text Classification
Information-Theoretic Complementary Prompts for Improved Continual Text ClassificationNeural Networks (NN), 2025
Duzhen Zhang
Yong Ren
Chenxing Li
Dong Yu
Tielin Zhang
CLLVLM
249
0
0
27 May 2025
Zero-Shot Pseudo Labels Generation Using SAM and CLIP for Semi-Supervised Semantic Segmentation
Zero-Shot Pseudo Labels Generation Using SAM and CLIP for Semi-Supervised Semantic SegmentationInternational Conference on Information Photonics (ICIP), 2025
Nagito Saito
Shintaro Ito
Koichi Ito
T. Aoki
VLMMedIm
412
0
0
26 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
167
0
0
26 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
250
0
0
24 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
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
410
0
0
23 May 2025
What is the role of memorization in Continual Learning?
What is the role of memorization in Continual Learning?
Jędrzej Kozal
Jan Wasilewski
Alif Ashrafee
Bartosz Krawczyk
Michał Woźniak
185
0
0
23 May 2025
5G-DIL: Domain Incremental Learning with Similarity-Aware Sampling for Dynamic 5G Indoor Localization
5G-DIL: Domain Incremental Learning with Similarity-Aware Sampling for Dynamic 5G Indoor LocalizationInternational Conference on Localization and Global Navigation Satellite System (ICL-GNSS), 2025
Nisha Lakshmana Raichur
Lucas Heublein
Christopher Mutschler
Felix Ott
226
0
0
23 May 2025
MoTE: Mixture of Task-specific Experts for Pre-Trained ModelBased Class-incremental Learning
MoTE: Mixture of Task-specific Experts for Pre-Trained ModelBased Class-incremental LearningKnowledge-Based Systems (KBS), 2025
Linjie Li
Zhenyu Wu
Yang Ji
MoECLL
174
1
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
284
1
0
21 May 2025
Listen, Analyze, and Adapt to Learn New Attacks: An Exemplar-Free Class Incremental Learning Method for Audio Deepfake Source Tracing
Listen, Analyze, and Adapt to Learn New Attacks: An Exemplar-Free Class Incremental Learning Method for Audio Deepfake Source Tracing
Yang Xiao
Rohan Kumar Das
AAMLCLL
267
3
0
20 May 2025
CCD: Continual Consistency Diffusion for Lifelong Generative Modeling
CCD: Continual Consistency Diffusion for Lifelong Generative Modeling
Jingren Liu
Shuning Xu
Yun Wang
Zhong Ji
Xiangyu Chen
DiffM
321
1
0
17 May 2025
CL-CaGAN: Capsule differential adversarial continuous learning for cross-domain hyperspectral anomaly detection
CL-CaGAN: Capsule differential adversarial continuous learning for cross-domain hyperspectral anomaly detectionIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025
Jianing Wang
Siying Guo
Zheng Hua
Runhu Huang
Jinyu Hu
Maoguo Gong
260
16
0
17 May 2025
MoL for LLMs: Dual-Loss Optimization to Enhance Domain Expertise While Preserving General Capabilities
MoL for LLMs: Dual-Loss Optimization to Enhance Domain Expertise While Preserving General Capabilities
Jingxue Chen
Qingkun Tang
Qianchun Lu
Siyuan Fang
325
2
0
17 May 2025
Continuous Subspace Optimization for Continual Learning
Continuous Subspace Optimization for Continual Learning
Quan Cheng
Yuanyu Wan
Lingyu Wu
Chenping Hou
Lijun Zhang
CLL
487
1
0
17 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
Task-Core Memory Management and Consolidation for Long-term Continual Learning
Task-Core Memory Management and Consolidation for Long-term Continual Learning
Tianyu Huai
Jie Zhou
Yuxuan Cai
Qin Chen
Wen Wu
Xingjiao Wu
Xipeng Qiu
Liang He
CLL
284
2
0
15 May 2025
SEAL: Searching Expandable Architectures for Incremental Learning
SEAL: Searching Expandable Architectures for Incremental Learning
Matteo Gambella
Vicente Javier Castro Solar
CLL
478
0
0
15 May 2025
Incorporating brain-inspired mechanisms for multimodal learning in artificial intelligence
Xiang He
Dongcheng Zhao
Yang Li
Qingqun Kong
Xin Yang
Yi Zeng
290
0
0
15 May 2025
Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging
Advancing Multiple Instance Learning with Continual Learning for Whole Slide ImagingComputer Vision and Pattern Recognition (CVPR), 2025
Xianrui Li
Yufei Cui
Jun Li
Antoni B. Chan
CLLVLM
215
0
0
15 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
On the Learning with Augmented Class via Forests
On the Learning with Augmented Class via ForestsInternational Joint Conference on Artificial Intelligence (IJCAI), 2025
Fan Xu
Wuyang Chen
Wei Gao
245
0
0
14 May 2025
Attention-based Generative Latent Replay: A Continual Learning Approach for WSI Analysis
Attention-based Generative Latent Replay: A Continual Learning Approach for WSI Analysis
Pratibha Kumari
Daniel Reisenbuchler
Afshin Bozorgpour
N. Schaadt
Friedrich Feuerhake
Dorit Merhof
CLLMedIm
217
0
0
13 May 2025
Low-Complexity Inference in Continual Learning via Compressed Knowledge Transfer
Low-Complexity Inference in Continual Learning via Compressed Knowledge Transfer
Zhenrong Liu
Janne M. J. Huttunen
Mikko Honkala
CLL
312
1
0
13 May 2025
Beyond CLIP Generalization: Against Forward&Backward Forgetting Adapter for Continual Learning of Vision-Language Models
Beyond CLIP Generalization: Against Forward&Backward Forgetting Adapter for Continual Learning of Vision-Language Models
Songlin Dong
Chenhao Ding
Jiangyang Li
Jizhou Han
Qiang Wang
Yuhang He
Yihong Gong
CLLVLM
343
1
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12 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
335
3
0
12 May 2025
Prototype Augmented Hypernetworks for Continual Learning
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Neil De La Fuente
Maria Pilligua
Daniel Vidal
Albin Soutiff
Cecilia Curreli
Daniel Cremers
Andrey Barsky
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347
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0
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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
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119
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0
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Full-Parameter Continual Pretraining of Gemma2: Insights into Fluency and Domain Knowledge
Full-Parameter Continual Pretraining of Gemma2: Insights into Fluency and Domain Knowledge
Vytenis Šliogeris
Povilas Daniušis
Arturas Nakvosas
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218
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CogniSNN: An Exploration to Random Graph Architecture based Spiking Neural Networks with Enhanced Depth-Scalability and Path-Plasticity
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Peibo Duan
Zhipeng Liu
Kai Sun
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Bin Zhang
Mingkun Xu
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289
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0
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Autoencoder-Based Hybrid Replay for Class-Incremental Learning
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Il-Min Kim
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449
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Onboard Optimization and Learning: A Survey
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Siyi Hu
Mahardhika Pratama
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Replay to Remember (R2R): An Efficient Uncertainty-driven Unsupervised Continual Learning Framework Using Generative Replay
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Sriram Mandalika
Harsha Vardhan
Athira Nambiar
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525
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Componential Prompt-Knowledge Alignment for Domain Incremental Learning
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Kunlun Xu
Xu Zou
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Show or Tell? A Benchmark To Evaluate Visual and Textual Prompts in Semantic Segmentation
Show or Tell? A Benchmark To Evaluate Visual and Textual Prompts in Semantic Segmentation
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Fabio Cermelli
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468
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Lifelong Whole Slide Image Analysis: Online Vision-Language Adaptation and Past-to-Present Gradient Distillation
Lifelong Whole Slide Image Analysis: Online Vision-Language Adaptation and Past-to-Present Gradient DistillationIEEE Access (IEEE Access), 2025
Doanh C. Bui
H. Pham
Vu Trung Duong Le
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SacFL: Self-Adaptive Federated Continual Learning for Resource-Constrained End Devices
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Mitigating Catastrophic Forgetting in the Incremental Learning of Medical Images
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