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Dark Experience for General Continual Learning: a Strong, Simple
  Baseline
v1v2 (latest)

Dark Experience for General Continual Learning: a Strong, Simple Baseline

Neural Information Processing Systems (NeurIPS), 2020
15 April 2020
Pietro Buzzega
Matteo Boschini
Angelo Porrello
Davide Abati
Simone Calderara
    BDLCLL
ArXiv (abs)PDFHTML

Papers citing "Dark Experience for General Continual Learning: a Strong, Simple Baseline"

50 / 651 papers shown
Forget Less, Retain More: A Lightweight Regularizer for Rehearsal-Based Continual Learning
Forget Less, Retain More: A Lightweight Regularizer for Rehearsal-Based Continual Learning
Lama Alssum
Hasan Hammoud
Motasem Alfarra
Juan Carlos León Alcázar
Bernard Ghanem
CLLVLM
284
0
0
01 Dec 2025
Memory-Integrated Reconfigurable Adapters: A Unified Framework for Settings with Multiple Tasks
Memory-Integrated Reconfigurable Adapters: A Unified Framework for Settings with Multiple Tasks
Susmit Agrawal
Krishn Vishwas Kher
Saksham Mittal
Swarnim Maheshwari
Vineeth N. Balasubramanian
CLL
202
1
0
30 Nov 2025
ClearGCD: Mitigating Shortcut Learning For Robust Generalized Category Discovery
ClearGCD: Mitigating Shortcut Learning For Robust Generalized Category Discovery
Kailin Lyu
Jianwei He
Long Xiao
Jianing Zeng
Liang Fan
Lin Shu
Jie Hao
140
0
0
28 Nov 2025
Prompt-Aware Adaptive Elastic Weight Consolidation for Continual Learning in Medical Vision-Language Models
Prompt-Aware Adaptive Elastic Weight Consolidation for Continual Learning in Medical Vision-Language Models
Ziyuan Gao
Philippe Morel
CLL
281
0
0
25 Nov 2025
MedPEFT-CL: Dual-Phase Parameter-Efficient Continual Learning with Medical Semantic Adapter and Bidirectional Memory Consolidation
MedPEFT-CL: Dual-Phase Parameter-Efficient Continual Learning with Medical Semantic Adapter and Bidirectional Memory Consolidation
Ziyuan Gao
CLLMedIm
226
0
0
21 Nov 2025
InTAct: Interval-based Task Activation Consolidation for Continual Learning
InTAct: Interval-based Task Activation Consolidation for Continual Learning
Patryk Krukowski
Jan Miksa
Piotr Helm
Jacek Tabor
Paweł Wawrzyński
Przemysław Spurek
CLL
340
0
0
21 Nov 2025
Continual Alignment for SAM: Rethinking Foundation Models for Medical Image Segmentation in Continual Learning
Continual Alignment for SAM: Rethinking Foundation Models for Medical Image Segmentation in Continual Learning
Jiayi Wang
Wei Dai
Haoyu Wang
Sihan Yang
Haixia Bi
Jian Sun
CLLMedIm
415
0
0
21 Nov 2025
MergeSlide: Continual Model Merging and Task-to-Class Prompt-Aligned Inference for Lifelong Learning on Whole Slide Images
MergeSlide: Continual Model Merging and Task-to-Class Prompt-Aligned Inference for Lifelong Learning on Whole Slide Images
Doanh C. Bui
Ba-Hung Ngo
H. Pham
Khang Phuoc-Quy Nguyen
Maï K. Nguyen
Y. Nakashima
CLLMoMeVLM
368
0
0
17 Nov 2025
AnaCP: Toward Upper-Bound Continual Learning via Analytic Contrastive Projection
AnaCP: Toward Upper-Bound Continual Learning via Analytic Contrastive Projection
Saleh Momeni
Changnan Xiao
Bing Liu
CLL
378
2
0
17 Nov 2025
Catastrophic Forgetting in Kolmogorov-Arnold Networks
Catastrophic Forgetting in Kolmogorov-Arnold Networks
Mohammad Marufur Rahman
Guanchu Wang
Kaixiong Zhou
M. Ben-Chen
Fan Yang
KELMCLL
249
1
0
16 Nov 2025
Neuro-Logic Lifelong Learning
Neuro-Logic Lifelong Learning
Bowen He
Xiaoan Xu
Alper Kamil Bozkurt
Vahid Tarokh
Juncheng Dong
CLL
213
0
0
16 Nov 2025
Improving Sustainability of Adversarial Examples in Class-Incremental Learning
Improving Sustainability of Adversarial Examples in Class-Incremental Learning
T. Liu
Xinjing Liu
Liangqiu Dong
Yang Liu
Yilong Yang
Zhuo Ma
CLLAAML
350
0
0
12 Nov 2025
Multi-Modal Continual Learning via Cross-Modality Adapters and Representation Alignment with Knowledge Preservation
Multi-Modal Continual Learning via Cross-Modality Adapters and Representation Alignment with Knowledge Preservation
Evelyn Chee
Wynne Hsu
Mong-Li Lee
CLLKELM
407
1
0
10 Nov 2025
ProDER: A Continual Learning Approach for Fault Prediction in Evolving Smart Grids
ProDER: A Continual Learning Approach for Fault Prediction in Evolving Smart Grids
Emad Efatinasab
Nahal Azadi
Davide Dalle Pezze
Gian Antonio Susto
Chuadhry Mujeeb Ahmed
M. Rampazzo
184
0
0
07 Nov 2025
Efficient Online Continual Learning in Sensor-Based Human Activity Recognition
Efficient Online Continual Learning in Sensor-Based Human Activity Recognition
Yao Zhang
Souza Leite Clayton
Yu Xiao
VLM
284
0
0
04 Nov 2025
Model Inversion with Layer-Specific Modeling and Alignment for Data-Free Continual Learning
Model Inversion with Layer-Specific Modeling and Alignment for Data-Free Continual Learning
Ruilin Tong
Haodong Lu
Yuhang Liu
Dong Gong
CLL
290
1
0
30 Oct 2025
Beyond Reasoning Gains: Mitigating General Capabilities Forgetting in Large Reasoning Models
Beyond Reasoning Gains: Mitigating General Capabilities Forgetting in Large Reasoning Models
Hoang Phan
Xianjun Yang
Kevin Yao
Jingyu Zhang
Shengjie Bi
Xiaocheng Tang
Madian Khabsa
Lijuan Liu
Deren Lei
OffRLCLLKELMVLMLRM
187
1
0
24 Oct 2025
SAMix: Calibrated and Accurate Continual Learning via Sphere-Adaptive Mixup and Neural Collapse
SAMix: Calibrated and Accurate Continual Learning via Sphere-Adaptive Mixup and Neural Collapse
Trung-Anh Dang
Vincent Nguyen
Ngoc-Son Vu
Christel Vrain
CLLAAML
165
0
0
17 Oct 2025
Continual Knowledge Consolidation LORA for Domain Incremental Learning
Continual Knowledge Consolidation LORA for Domain Incremental Learning
Naeem Paeedeh
Mahardhika Pratama
Weiping Ding
Jimmy Cao
Wolfgang Mayer
Ryszard Kowalczyk
CLLMoMe
233
0
0
17 Oct 2025
Online Kernel Dynamic Mode Decomposition for Streaming Time Series Forecasting with Adaptive Windowing
Online Kernel Dynamic Mode Decomposition for Streaming Time Series Forecasting with Adaptive Windowing
Christopher Salazar
Krithika Manohar
A. Banerjee
AI4TS
144
0
0
17 Oct 2025
Towards Error Centric Intelligence I, Beyond Observational Learning
Towards Error Centric Intelligence I, Beyond Observational Learning
Marcus A. Thomas
CML
212
1
0
16 Oct 2025
DOLFIN: Balancing Stability and Plasticity in Federated Continual Learning
DOLFIN: Balancing Stability and Plasticity in Federated Continual Learning
Omayma Moussadek
Riccardo Salami
Simone Calderara
FedMLCLL
221
0
0
15 Oct 2025
FedGTEA: Federated Class-Incremental Learning with Gaussian Task Embedding and Alignment
FedGTEA: Federated Class-Incremental Learning with Gaussian Task Embedding and Alignment
Haolin Li
Hoda Bidkhori
FedML
155
0
0
14 Oct 2025
Source-Free Cross-Domain Continual Learning
Source-Free Cross-Domain Continual Learning
Muhammad Furqon
Mahardhika Pratama
Igor Skrjanc
Lin Liu
Habibullah Habibullah
K. Doğançay
CLLBDL
253
0
0
02 Oct 2025
Diagnosing Shortcut-Induced Rigidity in Continual Learning: The Einstellung Rigidity Index (ERI)
Diagnosing Shortcut-Induced Rigidity in Continual Learning: The Einstellung Rigidity Index (ERI)
Kai Gu
Weishi Shi
312
0
0
01 Oct 2025
Rehearsal-free and Task-free Online Continual Learning With Contrastive Prompt
Rehearsal-free and Task-free Online Continual Learning With Contrastive Prompt
Aopeng Wang
Ke Deng
Yongli Ren
Jun Luo
CLL
186
0
0
01 Oct 2025
Toward a Holistic Approach to Continual Model Merging
Toward a Holistic Approach to Continual Model Merging
Hoang Phan
Sungmin Cha
Tung Lam Tran
Qi Lei
MoMeCLL
259
1
0
28 Sep 2025
EWC-Guided Diffusion Replay for Exemplar-Free Continual Learning in Medical Imaging
EWC-Guided Diffusion Replay for Exemplar-Free Continual Learning in Medical Imaging
Anoushka Harit
William Prew
Zhongtian Sun
Florian Markowetz
MedIm
152
0
0
28 Sep 2025
CLAD-Net: Continual Activity Recognition in Multi-Sensor Wearable Systems
CLAD-Net: Continual Activity Recognition in Multi-Sensor Wearable Systems
Reza Rahimi Azghan
Gautham Krishna Gudur
Mohit Malu
Edison Thomaz
Giulia Pedrielli
Pavan Turaga
Hassan Ghasemzadeh
HAI
187
1
0
27 Sep 2025
DeCLIP: Decoupled Prompting for CLIP-based Multi-Label Class-Incremental Learning
DeCLIP: Decoupled Prompting for CLIP-based Multi-Label Class-Incremental Learning
Kaile Du
Zihan Ye
Junzhou Xie
Fan Lyu
Yixi Shen
Yuyang Li
Miaoxuan Zhu
Fuyuan Hu
Ling Shao
Guangcan Liu
CLLVLM
210
0
0
27 Sep 2025
Lifelong Learning with Behavior Consolidation for Vehicle Routing
Lifelong Learning with Behavior Consolidation for Vehicle Routing
Jiyuan Pei
Yi Mei
Jialin Liu
Mengjie Zhang
Xin Yao
CLL
364
1
0
26 Sep 2025
Adaptive Model Ensemble for Continual Learning
Adaptive Model Ensemble for Continual Learning
Yuchuan Mao
Zhi Gao
Xiaomeng Fan
Yuwei Wu
Yunde Jia
Chenchen Jing
CLLKELM
162
0
0
24 Sep 2025
An Unlearning Framework for Continual Learning
An Unlearning Framework for Continual Learning
Sayanta Adhikari
Vishnuprasadh Kumaravelu
P. K. Srijith
MUCLL
143
2
0
22 Sep 2025
CBPNet: A Continual Backpropagation Prompt Network for Alleviating Plasticity Loss on Edge Devices
CBPNet: A Continual Backpropagation Prompt Network for Alleviating Plasticity Loss on Edge Devices
Runjie Shao
Boyu Diao
Zijia An
Ruiqi Liu
Yongjun Xu
AAMLCLL
177
0
0
19 Sep 2025
Global Pre-fixing, Local Adjusting: A Simple yet Effective Contrastive Strategy for Continual Learning
Global Pre-fixing, Local Adjusting: A Simple yet Effective Contrastive Strategy for Continual Learning
Jia Tang
Xinrui Wang
Songcan Chen
CLL
217
0
0
18 Sep 2025
Efficient Single-Step Framework for Incremental Class Learning in Neural Networks
Efficient Single-Step Framework for Incremental Class Learning in Neural Networks
Alejandro Dopico-Castro
O. Fontenla-Romero
Bertha Guijarro-Berdiñas
Amparo Alonso-Betanzos
CLL
174
0
0
14 Sep 2025
Revisiting Deepfake Detection: Chronological Continual Learning and the Limits of Generalization
Revisiting Deepfake Detection: Chronological Continual Learning and the Limits of Generalization
Federico Fontana
Anxhelo Diko
Romeo Lanzino
Marco Raoul Marini
Bachir Kaddar
G. Foresti
Luigi Cinque
121
0
0
29 Aug 2025
Class Incremental Continual Learning with Self-Organizing Maps and Variational Autoencoders Using Synthetic Replay
Class Incremental Continual Learning with Self-Organizing Maps and Variational Autoencoders Using Synthetic Replay
Pujan Thapa
Alexander Ororbia
Travis J. Desell
DRLCLL
300
0
0
28 Aug 2025
Complementary Learning System Empowers Online Continual Learning of Vehicle Motion Forecasting in Smart Cities
Complementary Learning System Empowers Online Continual Learning of Vehicle Motion Forecasting in Smart Cities
Zirui Li
Yunlong Lin
Guodong Du
X. Zhao
Cheng Gong
Chen Lv
Chao Lu
Jianwei Gong
CLL
204
0
0
27 Aug 2025
BRAIN: Bias-Mitigation Continual Learning Approach to Vision-Brain Understanding
BRAIN: Bias-Mitigation Continual Learning Approach to Vision-Brain Understanding
Xuan-Bac Nguyen
Thanh-Dat Truong
Pawan Sinha
Khoa Luu
CLL
182
0
0
25 Aug 2025
CLIFF: Continual Learning for Incremental Flake Features in 2D Material Identification
CLIFF: Continual Learning for Incremental Flake Features in 2D Material Identification
Sankalp Pandey
Xuan-Bac Nguyen
Nicholas Borys
Hugh Churchill
Khoa Luu
180
0
0
24 Aug 2025
Modular Embedding Recomposition for Incremental Learning
Modular Embedding Recomposition for Incremental Learning
Aniello Panariello
Emanuele Frascaroli
Pietro Buzzega
Lorenzo Bonicelli
Angelo Porrello
Simone Calderara
VLM
269
2
0
22 Aug 2025
Multi-Level Knowledge Distillation and Dynamic Self-Supervised Learning for Continual Learning
Multi-Level Knowledge Distillation and Dynamic Self-Supervised Learning for Continual Learning
Taeheon Kim
San Kim
Minhyuk Seo
Dongjae Jeon
Wonje Jeong
Jonghyun Choi
CLLSSL
252
0
0
18 Aug 2025
Empirical Evidences for the Effects of Feature Diversity in Open Set Recognition and Continual Learning
Empirical Evidences for the Effects of Feature Diversity in Open Set Recognition and Continual Learning
Jiawen Xu
O. Kao
BDLCLL
193
0
0
18 Aug 2025
UniPrompt-CL: Sustainable Continual Learning in Medical AI with Unified Prompt Pools
UniPrompt-CL: Sustainable Continual Learning in Medical AI with Unified Prompt Pools
Gyutae Oh
Jitae Shin
CLLOODNoLa
197
0
0
14 Aug 2025
ESSENTIAL: Episodic and Semantic Memory Integration for Video Class-Incremental Learning
ESSENTIAL: Episodic and Semantic Memory Integration for Video Class-Incremental Learning
Jongseo Lee
Kyungho Bae
Kyle Min
Gyeong-Moon Park
J. Choi
CLLVLM
261
0
0
14 Aug 2025
CRAM: Large-scale Video Continual Learning with Bootstrapped Compression
CRAM: Large-scale Video Continual Learning with Bootstrapped Compression
Shivani Mall
Joao F. Henriques
CLLVLM
233
0
0
07 Aug 2025
Augmenting Continual Learning of Diseases with LLM-Generated Visual Concepts
Augmenting Continual Learning of Diseases with LLM-Generated Visual Concepts
Jiantao Tan
Peixian Ma
Kanghao Chen
Zhiming Dai
Ruixuan Wang
CLL
207
1
0
05 Aug 2025
Welcome New Doctor: Continual Learning with Expert Consultation and Autoregressive Inference for Whole Slide Image Analysis
Welcome New Doctor: Continual Learning with Expert Consultation and Autoregressive Inference for Whole Slide Image Analysis
Doanh C. Bui
Jin Tae Kwak
CLLMedIm
218
0
0
04 Aug 2025
Multi-grained spatial-temporal feature complementarity for accurate online cellular traffic prediction
Multi-grained spatial-temporal feature complementarity for accurate online cellular traffic predictionACM Transactions on Knowledge Discovery from Data (TKDD), 2025
Ningning Fu
Shengheng Liu
Weiliang Xie
Yongming Huang
139
1
0
01 Aug 2025
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