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v1v2v3 (latest)

Learning without Forgetting

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,445 papers shown

Title
Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance Yao Wang Di Liang Minlong Peng MoMe 345 4 0 29 Aug 2025
Class Incremental Continual Learning with Self-Organizing Maps and Variational Autoencoders Using Synthetic Replay Pujan Thapa Alexander Ororbia Travis J. Desell DRL CLL 216 0 0 28 Aug 2025
Segmentation Assisted Incremental Test Time Adaptation in an Open World Manogna Sreenivas Soma Biswas VLM TTA 254 0 0 27 Aug 2025
C-Flat++: Towards a More Efficient and Powerful Framework for Continual Learning Wei Li Hangjie Yuan Zixiang Zhao Yifan Zhu Aojun Lu Tao Feng Yanan Sun 160 1 0 26 Aug 2025
Towards Continual Visual Anomaly Detection in the Medical Domain Manuel Barusco Francesco Borsatti Nicola Beda Davide Dalle Pezze Gian Antonio Susto 76 1 0 25 Aug 2025
BRAIN: Bias-Mitigation Continual Learning Approach to Vision-Brain Understanding Xuan-Bac Nguyen Thanh-Dat Truong Pawan Sinha Khoa Luu CLL 156 0 0 25 Aug 2025
Modular Embedding Recomposition for Incremental Learning Aniello Panariello Emanuele Frascaroli Pietro Buzzega Lorenzo Bonicelli Angelo Porrello Simone Calderara VLM 171 2 0 22 Aug 2025
One VLM, Two Roles: Stage-Wise Routing and Specialty-Level Deployment for Clinical Workflows Shayan Vassef Soorya Ram Shimegekar Abhay Goyal Koustuv Saha Pi Zonooz Navin Kumar 259 0 0 22 Aug 2025
High-dimensional Asymptotics of Generalization Performance in Continual Ridge Regression Yihan Zhao W. Su Ying Yang 96 0 0 21 Aug 2025
Adaptive Anomaly Detection in Evolving Network Environments Ehssan Mousavipour Andrey Dimanchev Majid Ghaderi 76 0 0 20 Aug 2025
HiCL: Hippocampal-Inspired Continual Learning Kushal Kapoor Wyatt Mackey Yiannis Aloimonos Xiaomin Lin CLL 125 0 0 19 Aug 2025
The Maximum Coverage Model and Recommendation System for UAV Vertiports Location Planning Chunliang Hua Xiao Hu Jiayang Sun Zeyuan Yang 148 1 0 18 Aug 2025
Multi-Level Knowledge Distillation and Dynamic Self-Supervised Learning for Continual Learning Taeheon Kim San Kim Minhyuk Seo Dongjae Jeon Wonje Jeong Jonghyun Choi CLL 132 0 0 18 Aug 2025
Empirical Evidences for the Effects of Feature Diversity in Open Set Recognition and Continual Learning Jiawen Xu O. Kao BDL CLL 124 0 0 18 Aug 2025
Rethinking Safety in LLM Fine-tuning: An Optimization Perspective Minseon Kim Jin Myung Kwak Lama Alssum Bernard Ghanem Juil Sock David M. Krueger Fazl Barez Adel Bibi 127 2 0 17 Aug 2025
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 225 0 0 16 Aug 2025
Learning Wisdom from Errors: Promoting LLM's Continual Relation Learning through Exploiting Error Cases Shaozhe Yin Jinyu Guo Kai Shuang Xia Liu Ruize Ou CLL KELM 140 1 0 16 Aug 2025
Exploring the Tradeoff Between Diversity and Discrimination for Continuous Category Discovery Ruobing Jiang Yang Liu Haobing Liu Yanwei Yu Chunyang Wang CLL 94 0 0 15 Aug 2025
Index-Aligned Query Distillation for Transformer-based Incremental Object Detection Mingxiao Ma Shunyao Zhu Guoliang Kang CLL 68 0 0 15 Aug 2025
AnalogSeeker: An Open-source Foundation Language Model for Analog Circuit Design Zihao Chen Ji Zhuang Jinyi Shen Xiaoyue Ke Xinyi Yang ... Zhenyu Xu J. Huang L. Shang Xuan Zeng Fan Yang 120 1 0 14 Aug 2025
Large-Small Model Collaborative Framework for Federated Continual Learning Hao Yu Xin Yang Boyang Fan Xuemei Cao Hanlin Gu Lixin Fan Qiang Yang FedML CLL 1.5K 0 0 13 Aug 2025
Dynamic Mixture-of-Experts for Incremental Graph Learning Lecheng Kong Theodore Vasiloudis Seongjun Yun Han Xie Xiang Song CLL 153 0 0 13 Aug 2025
Exploring Cross-Stage Adversarial Transferability in Class-Incremental Continual Learning Jungwoo Kim Jong-Seok Lee AAML CLL SILM 95 0 0 12 Aug 2025
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 129 1 0 12 Aug 2025
GaussianUpdate: Continual 3D Gaussian Splatting Update for Changing Environments Lin Zeng Boming Zhao Jiarui Hu Xujie Shen Ziqiang Dang Hujun Bao Zhaopeng Cui 3DGS 106 5 0 12 Aug 2025
Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems Yutong Wu Jie Zhang Yiming Li Chao Zhang Qing Guo Nils Lukas Tianwei Zhang AAML 150 0 0 12 Aug 2025
Integrating Task-Specific and Universal Adapters for Pre-Trained Model-based Class-Incremental Learning Yan Wang Da-Wei Zhou Han-Jia Ye CLL MoMe 116 1 0 11 Aug 2025
Separation and Collaboration: Two-Level Routing Grouped Mixture-of-Experts for Multi-Domain Continual Learning Jialu Zhou Dianxi Shi Shaowu Yang Xinyu Wei Mingyue Yang Leqian Li Mengzhu Wang Chunping Qiu CLL MoE 227 0 0 11 Aug 2025
Prompt Tuning for Few-Shot Continual Learning Named Entity Recognition Zhe Ren CLL 68 0 0 10 Aug 2025
OpenHAIV: A Framework Towards Practical Open-World Learning Xiang Xiang Yuwen Tan Zhuo Xu Jing Ma Jiaxin Dai Yifan Liang Hanlin Li CLL VLM 138 0 0 10 Aug 2025
Lifelong Learner: Discovering Versatile Neural Solvers for Vehicle Routing Problems Shaodi Feng Zhuoyi Lin Jianan Zhou Cong Zhang Jingwen Li Kuan-Wen Chen Senthilnath Jayavelu Yew-Soon Ong 116 1 0 08 Aug 2025
GeRe: Towards Efficient Anti-Forgetting in Continual Learning of LLM via General Samples Replay Yunan Zhang Shuoran Jiang Mengchen Zhao Yuefeng Li Yang Fan Xiangping Wu Qingcai Chen KELM CLL 131 1 0 06 Aug 2025
Revisiting Continual Semantic Segmentation with Pre-trained Vision Models Duzhen Zhang Yong Ren Wei Cong Junhao Zheng Qiaoyi Su ... Xuanle Zhao Ye Bai Feilong Chen Qi Tian Tielin Zhang CLL VLM 137 0 0 06 Aug 2025
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 CLL KELM VLM 189 0 0 06 Aug 2025
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 156 0 0 05 Aug 2025
GaitAdapt: Continual Learning for Evolving Gait Recognition JingJie Wang Shunli Zhang Xiang Wei Senmao Tian CLL 120 1 0 05 Aug 2025
Augmenting Continual Learning of Diseases with LLM-Generated Visual Concepts Jiantao Tan Peixian Ma Kanghao Chen Zhiming Dai Ruixuan Wang CLL 136 1 0 05 Aug 2025
Online Continual Graph Learning Giovanni Donghi Luca Pasa Daniele Zambon Cesare Alippi Nicoló Navarin CLL GNN 266 0 0 05 Aug 2025
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 104 0 0 05 Aug 2025
Tackling Distribution Shift in LLM via KILO: Knowledge-Instructed Learning for Continual Adaptation Iing Muttakhiroh Thomas Fevens CLL KELM 89 0 0 05 Aug 2025
A Survey on Data Security in Large Language Models Kang Chen Xiuze Zhou Y. Lin Jinhe Su Yuanhui Yu Li Shen F. Lin PILM ELM 194 1 1 04 Aug 2025
Dynamic Robot-Assisted Surgery with Hierarchical Class-Incremental Semantic Segmentation Julia Hindel Ema Mekic Enamundram Naga Karthik Rohit Mohan Daniele Cattaneo Maria Kalweit Abhinav Valada 226 0 0 03 Aug 2025
Pr $^2$ R: Information-Fused and Style-Aware Privacy-Preserving Replay for Lifelong Person Re-Identification Mingyu Wang Haojie Liu Zhiyong Li Wei Jiang 213 0 0 03 Aug 2025
Instruction-Grounded Visual Projectors for Continual Learning of Generative Vision-Language Models Hyundong Jin Hyung Jin Chang Eunwoo Kim VLM 121 0 0 01 Aug 2025
Towards Field-Ready AI-based Malaria Diagnosis: A Continual Learning Approach Louise Guillon Soheib Biga Yendoubé E. Kantchire Mouhamadou Lamine Sane Grégoire Pasquier ... M. Thellier Laurent Bonnardot Laurence Lachaud Renaud Piarroux A. Dorkenoo 106 0 0 31 Jul 2025
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 195 1 0 29 Jul 2025
Modular Delta Merging with Orthogonal Constraints: A Scalable Framework for Continual and Reversible Model Composition Haris Khan Shumaila Asif Sadia Asif MoMe CLL 192 0 0 28 Jul 2025
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 154 0 0 25 Jul 2025
Regression-aware Continual Learning for Android Malware Detection Daniele Ghiani Daniele Angioni Giorgio Piras Angelo Sotgiu Luca Minnei Srishti Gupta Maura Pintor Fabio Roli Battista Biggio AAML 122 1 0 24 Jul 2025
GrAInS: Gradient-based Attribution for Inference-Time Steering of LLMs and VLMs Duy Nguyen Archiki Prasad Elias Stengel-Eskin Mohit Bansal LLMSV 163 1 0 24 Jul 2025

v1v2v3 (latest)

Learning without Forgetting

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,445 papers shown

Title
Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance Yao Wang Di Liang Minlong Peng MoMe 345 4 0 29 Aug 2025
Class Incremental Continual Learning with Self-Organizing Maps and Variational Autoencoders Using Synthetic Replay Pujan Thapa Alexander Ororbia Travis J. Desell DRL CLL 216 0 0 28 Aug 2025
Segmentation Assisted Incremental Test Time Adaptation in an Open World Manogna Sreenivas Soma Biswas VLM TTA 254 0 0 27 Aug 2025
C-Flat++: Towards a More Efficient and Powerful Framework for Continual Learning Wei Li Hangjie Yuan Zixiang Zhao Yifan Zhu Aojun Lu Tao Feng Yanan Sun 160 1 0 26 Aug 2025
Towards Continual Visual Anomaly Detection in the Medical Domain Manuel Barusco Francesco Borsatti Nicola Beda Davide Dalle Pezze Gian Antonio Susto 76 1 0 25 Aug 2025
BRAIN: Bias-Mitigation Continual Learning Approach to Vision-Brain Understanding Xuan-Bac Nguyen Thanh-Dat Truong Pawan Sinha Khoa Luu CLL 156 0 0 25 Aug 2025
Modular Embedding Recomposition for Incremental Learning Aniello Panariello Emanuele Frascaroli Pietro Buzzega Lorenzo Bonicelli Angelo Porrello Simone Calderara VLM 171 2 0 22 Aug 2025
One VLM, Two Roles: Stage-Wise Routing and Specialty-Level Deployment for Clinical Workflows Shayan Vassef Soorya Ram Shimegekar Abhay Goyal Koustuv Saha Pi Zonooz Navin Kumar 259 0 0 22 Aug 2025
High-dimensional Asymptotics of Generalization Performance in Continual Ridge Regression Yihan Zhao W. Su Ying Yang 96 0 0 21 Aug 2025
Adaptive Anomaly Detection in Evolving Network Environments Ehssan Mousavipour Andrey Dimanchev Majid Ghaderi 76 0 0 20 Aug 2025
HiCL: Hippocampal-Inspired Continual Learning Kushal Kapoor Wyatt Mackey Yiannis Aloimonos Xiaomin Lin CLL 125 0 0 19 Aug 2025
The Maximum Coverage Model and Recommendation System for UAV Vertiports Location Planning Chunliang Hua Xiao Hu Jiayang Sun Zeyuan Yang 148 1 0 18 Aug 2025
Multi-Level Knowledge Distillation and Dynamic Self-Supervised Learning for Continual Learning Taeheon Kim San Kim Minhyuk Seo Dongjae Jeon Wonje Jeong Jonghyun Choi CLL 132 0 0 18 Aug 2025
Empirical Evidences for the Effects of Feature Diversity in Open Set Recognition and Continual Learning Jiawen Xu O. Kao BDL CLL 124 0 0 18 Aug 2025
Rethinking Safety in LLM Fine-tuning: An Optimization Perspective Minseon Kim Jin Myung Kwak Lama Alssum Bernard Ghanem Juil Sock David M. Krueger Fazl Barez Adel Bibi 127 2 0 17 Aug 2025
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 225 0 0 16 Aug 2025
Learning Wisdom from Errors: Promoting LLM's Continual Relation Learning through Exploiting Error Cases Shaozhe Yin Jinyu Guo Kai Shuang Xia Liu Ruize Ou CLL KELM 140 1 0 16 Aug 2025
Exploring the Tradeoff Between Diversity and Discrimination for Continuous Category Discovery Ruobing Jiang Yang Liu Haobing Liu Yanwei Yu Chunyang Wang CLL 94 0 0 15 Aug 2025
Index-Aligned Query Distillation for Transformer-based Incremental Object Detection Mingxiao Ma Shunyao Zhu Guoliang Kang CLL 68 0 0 15 Aug 2025
AnalogSeeker: An Open-source Foundation Language Model for Analog Circuit Design Zihao Chen Ji Zhuang Jinyi Shen Xiaoyue Ke Xinyi Yang ... Zhenyu Xu J. Huang L. Shang Xuan Zeng Fan Yang 120 1 0 14 Aug 2025
Large-Small Model Collaborative Framework for Federated Continual Learning Hao Yu Xin Yang Boyang Fan Xuemei Cao Hanlin Gu Lixin Fan Qiang Yang FedML CLL 1.5K 0 0 13 Aug 2025
Dynamic Mixture-of-Experts for Incremental Graph Learning Lecheng Kong Theodore Vasiloudis Seongjun Yun Han Xie Xiang Song CLL 153 0 0 13 Aug 2025
Exploring Cross-Stage Adversarial Transferability in Class-Incremental Continual Learning Jungwoo Kim Jong-Seok Lee AAML CLL SILM 95 0 0 12 Aug 2025
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 129 1 0 12 Aug 2025
GaussianUpdate: Continual 3D Gaussian Splatting Update for Changing Environments Lin Zeng Boming Zhao Jiarui Hu Xujie Shen Ziqiang Dang Hujun Bao Zhaopeng Cui 3DGS 106 5 0 12 Aug 2025
Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems Yutong Wu Jie Zhang Yiming Li Chao Zhang Qing Guo Nils Lukas Tianwei Zhang AAML 150 0 0 12 Aug 2025
Integrating Task-Specific and Universal Adapters for Pre-Trained Model-based Class-Incremental Learning Yan Wang Da-Wei Zhou Han-Jia Ye CLL MoMe 116 1 0 11 Aug 2025
Separation and Collaboration: Two-Level Routing Grouped Mixture-of-Experts for Multi-Domain Continual Learning Jialu Zhou Dianxi Shi Shaowu Yang Xinyu Wei Mingyue Yang Leqian Li Mengzhu Wang Chunping Qiu CLL MoE 227 0 0 11 Aug 2025
Prompt Tuning for Few-Shot Continual Learning Named Entity Recognition Zhe Ren CLL 68 0 0 10 Aug 2025
OpenHAIV: A Framework Towards Practical Open-World Learning Xiang Xiang Yuwen Tan Zhuo Xu Jing Ma Jiaxin Dai Yifan Liang Hanlin Li CLL VLM 138 0 0 10 Aug 2025
Lifelong Learner: Discovering Versatile Neural Solvers for Vehicle Routing Problems Shaodi Feng Zhuoyi Lin Jianan Zhou Cong Zhang Jingwen Li Kuan-Wen Chen Senthilnath Jayavelu Yew-Soon Ong 116 1 0 08 Aug 2025
GeRe: Towards Efficient Anti-Forgetting in Continual Learning of LLM via General Samples Replay Yunan Zhang Shuoran Jiang Mengchen Zhao Yuefeng Li Yang Fan Xiangping Wu Qingcai Chen KELM CLL 131 1 0 06 Aug 2025
Revisiting Continual Semantic Segmentation with Pre-trained Vision Models Duzhen Zhang Yong Ren Wei Cong Junhao Zheng Qiaoyi Su ... Xuanle Zhao Ye Bai Feilong Chen Qi Tian Tielin Zhang CLL VLM 137 0 0 06 Aug 2025
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 CLL KELM VLM 189 0 0 06 Aug 2025
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 156 0 0 05 Aug 2025
GaitAdapt: Continual Learning for Evolving Gait Recognition JingJie Wang Shunli Zhang Xiang Wei Senmao Tian CLL 120 1 0 05 Aug 2025
Augmenting Continual Learning of Diseases with LLM-Generated Visual Concepts Jiantao Tan Peixian Ma Kanghao Chen Zhiming Dai Ruixuan Wang CLL 136 1 0 05 Aug 2025
Online Continual Graph Learning Giovanni Donghi Luca Pasa Daniele Zambon Cesare Alippi Nicoló Navarin CLL GNN 266 0 0 05 Aug 2025
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 104 0 0 05 Aug 2025
Tackling Distribution Shift in LLM via KILO: Knowledge-Instructed Learning for Continual Adaptation Iing Muttakhiroh Thomas Fevens CLL KELM 89 0 0 05 Aug 2025
A Survey on Data Security in Large Language Models Kang Chen Xiuze Zhou Y. Lin Jinhe Su Yuanhui Yu Li Shen F. Lin PILM ELM 194 1 1 04 Aug 2025
Dynamic Robot-Assisted Surgery with Hierarchical Class-Incremental Semantic Segmentation Julia Hindel Ema Mekic Enamundram Naga Karthik Rohit Mohan Daniele Cattaneo Maria Kalweit Abhinav Valada 226 0 0 03 Aug 2025
Pr $^2$ R: Information-Fused and Style-Aware Privacy-Preserving Replay for Lifelong Person Re-Identification Mingyu Wang Haojie Liu Zhiyong Li Wei Jiang 213 0 0 03 Aug 2025
Instruction-Grounded Visual Projectors for Continual Learning of Generative Vision-Language Models Hyundong Jin Hyung Jin Chang Eunwoo Kim VLM 121 0 0 01 Aug 2025
Towards Field-Ready AI-based Malaria Diagnosis: A Continual Learning Approach Louise Guillon Soheib Biga Yendoubé E. Kantchire Mouhamadou Lamine Sane Grégoire Pasquier ... M. Thellier Laurent Bonnardot Laurence Lachaud Renaud Piarroux A. Dorkenoo 106 0 0 31 Jul 2025
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 195 1 0 29 Jul 2025
Modular Delta Merging with Orthogonal Constraints: A Scalable Framework for Continual and Reversible Model Composition Haris Khan Shumaila Asif Sadia Asif MoMe CLL 192 0 0 28 Jul 2025
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 154 0 0 25 Jul 2025
Regression-aware Continual Learning for Android Malware Detection Daniele Ghiani Daniele Angioni Giorgio Piras Angelo Sotgiu Luca Minnei Srishti Gupta Maura Pintor Fabio Roli Battista Biggio AAML 122 1 0 24 Jul 2025
GrAInS: Gradient-based Attribution for Inference-Time Steering of LLMs and VLMs Duy Nguyen Archiki Prasad Elias Stengel-Eskin Mohit Bansal LLMSV 163 1 0 24 Jul 2025