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Learning without Forgetting

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

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,436 papers shown

Title
Prompt-Aware Adaptive Elastic Weight Consolidation for Continual Learning in Medical Vision-Language Models Ziyuan Gao Philippe Morel CLL 112 0 0 25 Nov 2025
Learning to Compress Graphs via Dual Agents for Consistent Topological Robustness Evaluation Qisen Chai Yansong Wang Junjie Huang Tao Jia AAML 217 0 0 24 Nov 2025
When Generative Replay Meets Evolving Deepfakes: Domain-Aware Relative Weighting for Incremental Face Forgery Detection Hao Shen Jikang Cheng Renye Yan Zhongyuan Wang Wei Peng Baojin Huang 64 0 0 23 Nov 2025
Breaking Forgetting: Training-Free Few-Shot Class-Incremental Learning via Conditional Diffusion Haidong Kang Ketong Qian Yi Lu CLL 188 0 0 23 Nov 2025
Mitigating Catastrophic Forgetting in Streaming Generative and Predictive Learning via Stateful Replay Wenzhang Du CLL AI4TS 151 0 0 22 Nov 2025
Adversarial Pseudo-replay for Exemplar-free Class-incremental Learning Hiroto Honda CLL 110 0 0 22 Nov 2025
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 CLL MedIm 265 0 0 21 Nov 2025
InTAct: Interval-based Task Activation Consolidation for Continual Learning Patryk Krukowski Jan Miksa Piotr Helm Jacek Tabor Paweł Wawrzyński Przemysław Spurek CLL 200 0 0 21 Nov 2025
MedPEFT-CL: Dual-Phase Parameter-Efficient Continual Learning with Medical Semantic Adapter and Bidirectional Memory Consolidation Ziyuan Gao CLL MedIm 137 0 0 21 Nov 2025
Parameter Importance-Driven Continual Learning for Foundation Models LingXiang Wang Hainan Zhang Zhiming Zheng KELM CLL 362 0 0 19 Nov 2025
CKDA: Cross-modality Knowledge Disentanglement and Alignment for Visible-Infrared Lifelong Person Re-identification Zhenyu Cui Jiahuan Zhou Yuxin Peng 36 0 0 19 Nov 2025
Hierarchical Semantic Tree Anchoring for CLIP-Based Class-Incremental Learning Tao Hu Lan Li Zhen-Hao Xie Da-Wei Zhou CLL VLM 160 0 0 19 Nov 2025
Learning from Mistakes: Loss-Aware Memory Enhanced Continual Learning for LiDAR Place Recognition Xufei Wang Junqiao Zhao Siyue Tao Qiwen Gu Wonbong Kim T. Feng CLL 189 0 0 19 Nov 2025
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 CLL MoMe VLM 238 0 0 17 Nov 2025
Neuro-Logic Lifelong Learning Bowen He Xiaoan Xu Alper Kamil Bozkurt Vahid Tarokh Juncheng Dong CLL 130 0 0 16 Nov 2025
Teaching Prompts to Coordinate: Hierarchical Layer-Grouped Prompt Tuning for Continual Learning Shengqin Jiang Tianqi Kong Yuankai Qi Haokui Zhang Lina Yao Quan Z. Sheng Qingshan Liu Ming-Hsuan Yang CLL 166 0 0 15 Nov 2025
Mitigating Negative Flips via Margin Preserving Training Simone Ricci Niccoló Biondi F. Pernici Alberto Del Bimbo VLM 108 0 0 11 Nov 2025
Class Incremental Medical Image Segmentation via Prototype-Guided Calibration and Dual-Aligned Distillation Shengqian Zhu Chengrong Yu Qiang Wang Ying Song Guangjun Li Jiafei Wu Xiaogang Xu Zhang Yi Junjie Hu CLL VLM 201 0 0 11 Nov 2025
RedOne 2.0: Rethinking Domain-specific LLM Post-Training in Social Networking Services Fei Zhao Chonggang Lu Haofu Qian Fangcheng Shi Zijie Meng ... Zheyong Xie Zheyu Ye Zhe Xu Yao Hu Shaosheng Cao ALM 143 0 0 10 Nov 2025
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 100 0 0 07 Nov 2025
Sharing the Learned Knowledge-base to Estimate Convolutional Filter Parameters for Continual Image Restoration Aupendu Kar Krishnendu Ghosh P. Biswas CLL SupR 240 0 0 07 Nov 2025
I Detect What I Don't Know: Incremental Anomaly Learning with Stochastic Weight Averaging-Gaussian for Oracle-Free Medical Imaging Nand Kumar Yadav Rodrigue Rizk William CW Chen KC Santosh MedIm 187 0 0 05 Nov 2025
Efficient Online Continual Learning in Sensor-Based Human Activity Recognition Yao Zhang Souza Leite Clayton Yu Xiao VLM 176 0 0 04 Nov 2025
LUMA-RAG: Lifelong Multimodal Agents with Provably Stable Streaming Alignment Rohan Wandre Yash Gajewar Namrata Patel Vivek Dhalkari 60 0 0 04 Nov 2025
Dynamic Routing Between Experts: A Data-Efficient Approach to Continual Learning in Vision-Language Models Jay Mohta Kenan E. Ak Dimitrios Dimitriadis Yan Xu Mingwei Shen CLL VLM 230 0 0 03 Nov 2025
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 68 0 0 02 Nov 2025
Incremental Human-Object Interaction Detection with Invariant Relation Representation Learning Yana Wei Zeen Chi Chongyu Wang Yu Wu Shipeng Yan Yongfei Liu Xuming He 100 0 0 30 Oct 2025
Model Inversion with Layer-Specific Modeling and Alignment for Data-Free Continual Learning Ruilin Tong Haodong Lu Yuhang Liu Dong Gong CLL 201 0 0 30 Oct 2025
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 OffRL CLL KELM VLM LRM 106 0 0 24 Oct 2025
Memory-Free Continual Learning with Null Space Adaptation for Zero-Shot Vision-Language Models Yujin Jo Taesup Kim VLM CLL 116 0 0 24 Oct 2025
Benchmarking Catastrophic Forgetting Mitigation Methods in Federated Time Series Forecasting Khaled Hallak Oudom Kem AI4TS 88 0 0 24 Oct 2025
RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging Bowen Wang Haiyuan Wan Liwen Shi Chen Yang Peng He ... Tiao Tan Yongjian Li Fangming Liu Yifan Gong Sheng Zhang CLL MoMe KELM 171 0 0 23 Oct 2025
C-NAV: Towards Self-Evolving Continual Object Navigation in Open World Ming-Ming Yu Fei Zhu Wenzhuo Liu Y. Yang Qunbo Wang Wenjun Wu Jing Liu 154 1 0 23 Oct 2025
KORE: Enhancing Knowledge Injection for Large Multimodal Models via Knowledge-Oriented Augmentations and Constraints Kailin Jiang Hongbo Jiang Ning Jiang Zhi Gao Jinhe Bi Yuchen Ren B. Li Yuntao Du L. J. Liu Qing Li CLL OffRL KELM VLM 163 1 0 22 Oct 2025
Retaining by Doing: The Role of On-Policy Data in Mitigating Forgetting Howard Chen Noam Razin Karthik Narasimhan Danqi Chen CLL KELM 289 1 0 21 Oct 2025
EndoCIL: A Class-Incremental Learning Framework for Endoscopic Image Classification Bingrong Liu Jun Shi Yushan Zheng CLL 143 0 0 20 Oct 2025
Learning After Model Deployment Derda Kaymak Gyuhak Kim Tomoya Kaichi Tatsuya Konishi Bing-Quan Liu 84 0 0 20 Oct 2025
Fly-CL: A Fly-Inspired Framework for Enhancing Efficient Decorrelation and Reduced Training Time in Pre-trained Model-based Continual Representation Learning Heming Zou Yunliang Zang Wutong Xu Xiangyang Ji 120 1 0 19 Oct 2025
HYDRA: HYbrid knowledge Distillation and spectral Reconstruction Algorithm for high channel hyperspectral camera applications Christopher Thomas Thirgood Oscar Mendez Erin Chao Ling Jon Storey S. J. Hadfield 72 0 0 18 Oct 2025
Information Theory in Open-world Machine Learning Foundations, Frameworks, and Future Direction Lin Wang 176 0 0 17 Oct 2025
Towards Error Centric Intelligence I, Beyond Observational Learning Marcus A. Thomas CML 133 1 0 16 Oct 2025
Helmsman: Autonomous Synthesis of Federated Learning Systems via Multi-Agent Collaboration Haoyuan Li Mathias Funk Aaqib Saeed 94 0 0 16 Oct 2025
Time-Varying Optimization for Streaming Data Via Temporal Weighting Muhammad Faraz Ul Abrar Nicolò Michelusi Erik G. Larsson 48 0 0 15 Oct 2025
DOLFIN: Balancing Stability and Plasticity in Federated Continual Learning Omayma Moussadek Riccardo Salami Simone Calderara FedML CLL 130 0 0 15 Oct 2025
FedGTEA: Federated Class-Incremental Learning with Gaussian Task Embedding and Alignment Haolin Li Hoda Bidkhori FedML 91 0 0 14 Oct 2025
OPLoRA: Orthogonal Projection LoRA Prevents Catastrophic Forgetting during Parameter-Efficient Fine-Tuning Yifeng Xiong Xiaohui Xie CLL 436 1 0 14 Oct 2025
DRL: Discriminative Representation Learning with Parallel Adapters for Class Incremental Learning Jiawei Zhan Jun Liu Jinlong Peng Xiaochen Chen Bin-Bin Gao Yong-Jin Liu Chengjie Wang CLL 140 0 0 14 Oct 2025
Enhancing the Cross-Size Generalization for Solving Vehicle Routing Problems via Continual Learning Jingwen Li Zhiguang Cao Yaoxin Wu Tang Liu CLL 161 1 0 11 Oct 2025
A Generic Machine Learning Framework for Radio Frequency Fingerprinting Alex Hiles Bashar I. Ahmad 88 0 0 10 Oct 2025
How to Teach Large Multimodal Models New Skills Zhen Zhu Yiming Gong Yao Xiao Yaoyao Liu Derek Hoiem MLLM CLL KELM 145 0 0 09 Oct 2025