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Lifelong Learning with Dynamically Expandable Networks
v1v2v3v4v5v6v7v8v9v10v11 (latest)

Lifelong Learning with Dynamically Expandable Networks

4 August 2017
Jaehong Yoon
Eunho Yang
Jeongtae Lee
Sung Ju Hwang
    CLL
ArXiv (abs)PDFHTML

Papers citing "Lifelong Learning with Dynamically Expandable Networks"

50 / 757 papers shown
Provably Safe Model Updates
Provably Safe Model Updates
Leo Elmecker-Plakolm
Pierre Fasterling
Philip Sosnin
Calvin Tsay
Matthew Wicker
OODAAMLKELM
197
1
0
01 Dec 2025
Neuroscience-Inspired Memory Replay for Continual Learning: A Comparative Study of Predictive Coding and Backpropagation-Based Strategies
Neuroscience-Inspired Memory Replay for Continual Learning: A Comparative Study of Predictive Coding and Backpropagation-Based Strategies
Goutham Nalagatla
Shreyas Grandhe
CLL
244
0
0
29 Nov 2025
Probabilistic Hash Embeddings for Online Learning of Categorical Features
Probabilistic Hash Embeddings for Online Learning of Categorical Features
Aodong Li
Abishek Sankararaman
Balakrishnan Narayanaswamy
204
0
0
25 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
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
211
0
0
16 Nov 2025
FSC-Net: Fast-Slow Consolidation Networks for Continual Learning
FSC-Net: Fast-Slow Consolidation Networks for Continual Learning
Mohamed El Gorrim
CLL
244
0
0
12 Nov 2025
Clustering-Based Weight Orthogonalization for Stabilizing Deep Reinforcement Learning
Clustering-Based Weight Orthogonalization for Stabilizing Deep Reinforcement LearningIEEE International Joint Conference on Neural Network (IJCNN), 2025
Guoqing Ma
Y. Zhang
Yuming Dai
Guangfu Hao
Yang Chen
S. Yu
OffRL
168
2
0
02 Nov 2025
COLA: Continual Learning via Autoencoder Retrieval of Adapters
COLA: Continual Learning via Autoencoder Retrieval of Adapters
Jaya Krishna Mandivarapu
CLL
327
0
0
22 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
232
0
0
17 Oct 2025
Diffusion-Classifier Synergy: Reward-Aligned Learning via Mutual Boosting Loop for FSCIL
Diffusion-Classifier Synergy: Reward-Aligned Learning via Mutual Boosting Loop for FSCIL
Ruitao Wu
Yifan Zhao
Guangyao Chen
Jia Li
267
0
0
04 Oct 2025
Deep Generative Continual Learning using Functional LoRA: FunLoRA
Deep Generative Continual Learning using Functional LoRA: FunLoRA
Victor Enescu
Hichem Sahbi
316
0
0
03 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
249
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
301
0
0
01 Oct 2025
A Computational Perspective on NeuroAI and Synthetic Biological Intelligence
A Computational Perspective on NeuroAI and Synthetic Biological Intelligence
Dhruvik Patel
Md Sayed Tanveer
Jesus Gonzalez-Ferrer
Alon Loeffler
Brett J. Kagan
Mohammed A. Mostajo-Radji
Ge Wang
AI4CENAI
173
0
0
28 Sep 2025
Policy Compatible Skill Incremental Learning via Lazy Learning Interface
Policy Compatible Skill Incremental Learning via Lazy Learning Interface
Daehee Lee
Dongsu Lee
TaeYoon Kwack
Wonje Choi
Honguk Woo
CLL
382
0
0
24 Sep 2025
Shared-Weights Extender and Gradient Voting for Neural Network Expansion
Shared-Weights Extender and Gradient Voting for Neural Network Expansion
Nikolas Chatzis
I. Kordonis
Manos Theodosis
Petros Maragos
205
0
0
23 Sep 2025
Efficient Reinforcement Learning by Reducing Forgetting with Elephant Activation Functions
Efficient Reinforcement Learning by Reducing Forgetting with Elephant Activation Functions
Qingfeng Lan
Gautham Vasan
A. R. Mahmood
CLL
166
0
0
23 Sep 2025
COLT: Enhancing Video Large Language Models with Continual Tool Usage
COLT: Enhancing Video Large Language Models with Continual Tool Usage
Yuyang Liu
Xinyuan Shi
Xiaondan Liang
Xiaondan Liang
KELMCLL
331
1
0
23 Sep 2025
An Unlearning Framework for Continual Learning
An Unlearning Framework for Continual Learning
Sayanta Adhikari
Vishnuprasadh Kumaravelu
P. K. Srijith
MUCLL
141
1
0
22 Sep 2025
Unbiased Online Curvature Approximation for Regularized Graph Continual Learning
Unbiased Online Curvature Approximation for Regularized Graph Continual Learning
Jie Yin
Ke Sun
Han Wu
CLL
137
0
0
16 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
165
0
0
14 Sep 2025
Unsupervised Identification and Replay-based Detection (UIRD) for New Category Anomaly Detection in ECG Signal
Unsupervised Identification and Replay-based Detection (UIRD) for New Category Anomaly Detection in ECG Signal
Zhangyue Shi
Zekai Wang
Yuxuan Li
179
0
0
01 Sep 2025
Learning Yourself: Class-Incremental Semantic Segmentation with Language-Inspired Bootstrapped Disentanglement
Learning Yourself: Class-Incremental Semantic Segmentation with Language-Inspired Bootstrapped Disentanglement
Ruitao Wu
Yifan Zhao
Jia Li
CLL
213
1
0
30 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
181
0
0
25 Aug 2025
ONG: Orthogonal Natural Gradient Descent
ONG: Orthogonal Natural Gradient Descent
Yajat Yadav
Patrick Mendoza
Jathin Korrapati
237
0
0
24 Aug 2025
The Lifecycle Principle: Stabilizing Dynamic Neural Networks with State Memory
The Lifecycle Principle: Stabilizing Dynamic Neural Networks with State Memory
Zichuan Yang
138
0
0
24 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
130
0
0
15 Aug 2025
Memorisation and forgetting in a learning Hopfield neural network: bifurcation mechanisms, attractors and basins
Memorisation and forgetting in a learning Hopfield neural network: bifurcation mechanisms, attractors and basins
Adam E. Essex
Natalia B. Janson
Rachel A. Norris
Alexander G. Balanov
207
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
191
3
0
12 Aug 2025
Statistical Theory of Multi-stage Newton Iteration Algorithm for Online Continual Learning
Statistical Theory of Multi-stage Newton Iteration Algorithm for Online Continual Learning
Xinjia Lu
Chuhan Wang
Qian Zhao
Lixing Zhu
Xuehu Zhu
208
0
0
10 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
258
8
0
06 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
158
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
198
2
0
30 Jul 2025
Progressive Homeostatic and Plastic Prompt Tuning for Audio-Visual Multi-Task Incremental Learning
Progressive Homeostatic and Plastic Prompt Tuning for Audio-Visual Multi-Task Incremental Learning
Jiong Yin
Liang-Sheng Li
Jiehua Zhang
Yuhan Gao
Chenggang Yan
Xichun Sheng
CLL
288
1
0
29 Jul 2025
ViRN: Variational Inference and Distribution Trilateration for Long-Tailed Continual Representation Learning
ViRN: Variational Inference and Distribution Trilateration for Long-Tailed Continual Representation Learning
Hao Dai
Chong Tang
Jagmohan Chauhan
191
0
0
23 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
275
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
369
2
0
17 Jul 2025
LW2G: Learning Whether to Grow for Prompt-based Continual Learning
LW2G: Learning Whether to Grow for Prompt-based Continual Learning
Qian Feng
Dawei Zhou
Hanbin Zhao
Chao Zhang
Jiahua Dong
Dengxin Dai
Hui Qian
VLMCLL
418
10
0
01 Jul 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
257
0
0
24 Jun 2025
Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning
Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning
Chendi Ge
Xin Eric Wang
Zeyang Zhang
Hong Chen
Jiapei Fan
Longtao Huang
Hui Xue
Wenwu Zhu
MoECLL
315
12
0
13 Jun 2025
Class-Incremental Learning for Honey Botanical Origin Classification with Hyperspectral Images: A Study with Continual Backpropagation
Class-Incremental Learning for Honey Botanical Origin Classification with Hyperspectral Images: A Study with Continual Backpropagation
Guyang Zhang
Waleed Abdulla
CLL
357
0
0
12 Jun 2025
Rethinking the Stability-Plasticity Trade-off in Continual Learning from an Architectural Perspective
Rethinking the Stability-Plasticity Trade-off in Continual Learning from an Architectural Perspective
Aojun Lu
Hangjie Yuan
Tao Feng
Yanan Sun
322
7
0
04 Jun 2025
Self-Composing Policies for Scalable Continual Reinforcement Learning
Self-Composing Policies for Scalable Continual Reinforcement Learning
Mikel Malagón
Josu Ceberio
Jose A. Lozano
CLL
400
5
0
04 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
346
4
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
226
1
0
31 May 2025
When Large Multimodal Models Confront Evolving Knowledge: Challenges and Explorations
When Large Multimodal Models Confront Evolving Knowledge: Challenges and Explorations
Kailin Jiang
Yuntao Du
Yukai Ding
Yuchen Ren
Ning Jiang
Zhi Gao
Zilong Zheng
Lei Liu
Bin Li
Qing Li
KELM
288
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
347
2
0
29 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
241
0
0
28 May 2025
Frugal Incremental Generative Modeling using Variational Autoencoders
Frugal Incremental Generative Modeling using Variational Autoencoders
Victor Enescu
Hichem Sahbi
CLL
349
1
0
28 May 2025
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