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Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,270 papers shown

Title
Adapting to Online Distribution Shifts in Deep Learning: A Black-Box Approach Dheeraj Baby Boran Han Shuai Zhang Cuixiong Hu Yuyang Wang Yu Wang OOD 95 1 0 09 Apr 2025
Prototype-Based Continual Learning with Label-free Replay Buffer and Cluster Preservation Loss Agil Aghasanli Yi Li Plamen Angelov CLL VLM 84 0 0 09 Apr 2025
DUKAE: DUal-level Knowledge Accumulation and Ensemble for Pre-Trained Model-Based Continual Learning Songze Li Tonghua Su Xu-Yao Zhang Qixing Xu Zhongjie Wang CLL 168 0 0 09 Apr 2025
FM-LoRA: Factorized Low-Rank Meta-Prompting for Continual Learning Xiaobing Yu Jin Yang Xiao Wu Peijie Qiu Xiaofeng Liu CLL 53 0 0 09 Apr 2025
Memory-Modular Classification: Learning to Generalize with Memory Replacement Dahyun Kang Ahmet Iscen Eunchan Jo Sua Choi Minsu Cho Cordelia Schmid VLM KELM OffRL 119 0 0 08 Apr 2025
Noisy Deep Ensemble: Accelerating Deep Ensemble Learning via Noise Injection Shunsuke Sakai Shunsuke Tsuge Tatsuhito Hasegawa 44 0 0 08 Apr 2025
GOTHAM: Graph Class Incremental Learning Framework under Weak Supervision Aditya Hemant Shahane Prathosh A.P Sandeep Kumar CLL 67 0 0 07 Apr 2025
CoMBO: Conflict Mitigation via Branched Optimization for Class Incremental Segmentation Kai Fang Anqi Zhang Guangyu Gao Jianbo Jiao C. Liu Yunchao Wei CLL 96 0 0 05 Apr 2025
BECAME: BayEsian Continual Learning with Adaptive Model MErging Mei Li Yuxiang Lu Qinyan Dai Suizhi Huang Yue Ding Hongtao Lu CLL MoMe 126 0 0 03 Apr 2025
Domain Guidance: A Simple Transfer Approach for a Pre-trained Diffusion Model Jincheng Zhong Xiangcheng Zhang Jianmin Wang Mingsheng Long 84 1 0 02 Apr 2025
TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining Jeffrey Li Mohammadreza Armandpour Iman Mirzadeh Sachin Mehta Vaishaal Shankar ... Samy Bengio Oncel Tuzel Mehrdad Farajtabar Hadi Pouransari Fartash Faghri CLL KELM 153 0 0 02 Apr 2025
ProtoGuard-guided PROPEL: Class-Aware Prototype Enhancement and Progressive Labeling for Incremental 3D Point Cloud Segmentation Haoyang Li Yuecong Xu Junjie Chen Kemi Ding 3DPC CLL 123 0 0 02 Apr 2025
Energy Weighted Learning Progress Guided Interleaved Multi-Task Learning Hanne Say S. E. Ada Emre Ugur Erhan Öztop CLL 86 0 0 01 Apr 2025
Gradient-free Continual Learning Grzegorz Rypeść CLL 73 0 0 01 Apr 2025
Think Small, Act Big: Primitive Prompt Learning for Lifelong Robot Manipulation Yuanqi Yao Siao Liu Haoming Song Delin Qu Qizhi Chen Yan Ding Bin Zhao Ziyi Wang Xiaochen Li Dong Wang CLL 140 1 0 01 Apr 2025
Continual Cross-Modal Generalization Yan Xia Hai Huang Minghui Fang Zhou Zhao CLL 101 0 0 01 Apr 2025
MetaCLBench: Meta Continual Learning Benchmark on Resource-Constrained Edge Devices Sijia Li Young D. Kwon Lik-Hang Lee Pan Hui 89 0 0 31 Mar 2025
Language Guided Concept Bottleneck Models for Interpretable Continual Learning Lu Yu Haoyu Han Zhe Tao Hantao Yao Changsheng Xu CLL 122 1 0 30 Mar 2025
Diffusion Meets Few-shot Class Incremental Learning Junsu Kim Yunhoe Ku Dongyoon Han Seungryul Baek DiffM CLL 203 0 0 30 Mar 2025
Pareto Continual Learning: Preference-Conditioned Learning and Adaption for Dynamic Stability-Plasticity Trade-off Song Lai Zhe Zhao Fei Zhu Xi Lin Qingfu Zhang Gaofeng Meng CLL 87 2 0 30 Mar 2025
FIESTA: Fisher Information-based Efficient Selective Test-time Adaptation Mohammadmahdi Honarmand O. Mutlu Parnian Azizian Saimourya Surabhi Dennis Paul Wall TTA 123 0 0 29 Mar 2025
Efficient Continual Learning through Frequency Decomposition and Integration Ruiqi Liu Boyu Diao Libo Huang Hangda Liu Chuanguang Yang Zhulin An Yongjun Xu CLL 69 1 0 28 Mar 2025
KAC: Kolmogorov-Arnold Classifier for Continual Learning Yusong Hu Zichen Liang Fei Yang Qibin Hou Xialei Liu Ming-Ming Cheng CLL 130 1 0 27 Mar 2025
Stochastic Engrams for Efficient Continual Learning with Binarized Neural Networks Isabelle Aguilar Luis Fernando Herbozo Contreras Omid Kavehei 115 1 0 27 Mar 2025
Reinforced Model Merging J. N. Han Jingwen Ye Shunyu Liu Haofei Zhang Jie Song Zunlei Feng Mingli Song MoMe 88 0 0 27 Mar 2025
Learn by Reasoning: Analogical Weight Generation for Few-Shot Class-Incremental Learning Jizhou Han Chenhao Ding Yuhang He Songlin Dong Qiang Wang Xinyuan Gao Yihong Gong CLL 103 0 0 27 Mar 2025
LLaVA-CMoE: Towards Continual Mixture of Experts for Large Vision-Language Models Hengyuan Zhao Ziqin Wang Qixin Sun Kaiyou Song Yilin Li Xiaolin Hu Qingpei Guo Si Liu KELM CLL MoE 150 1 0 27 Mar 2025
Continual learning via probabilistic exchangeable sequence modelling Hanwen Xing Christopher Yau CLL BDL 128 0 0 26 Mar 2025
Incremental Object Keypoint Learning Mingfu Liang Jiahuan Zhou Xu Zou Ying Wu CLL 122 0 0 26 Mar 2025
IAP: Improving Continual Learning of Vision-Language Models via Instance-Aware Prompting Hao Fu Hanbin Zhao Jiahua Dong Chao Zhang Hui Qian CLL VLM 139 2 0 26 Mar 2025
Adaptive Weighted Parameter Fusion with CLIP for Class-Incremental Learning Jiaxin Guo Xiaoguang Zhu Liangyu Teng Hao Yang Qingbin Liu Yi Liu Liang Song CLL VLM 122 1 0 25 Mar 2025
Continual Learning With Quasi-Newton Methods Steven Vander Eeckt Hugo Van hamme CLL BDL 130 0 0 25 Mar 2025
Do Your Best and Get Enough Rest for Continual Learning Hankyul Kang Gregor Seifer Donghyun Lee Jongbin Ryu VLM 94 0 0 24 Mar 2025
Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning Xusheng Cao Haori Lu Linlan Huang Fei Yang Xialei Liu Ming-Ming Cheng CLL KELM 101 0 0 24 Mar 2025
Global Convergence of Continual Learning on Non-IID Data Fei Zhu Yujing Liu Wenzhuo Liu Zhaoxiang Zhang 89 0 0 24 Mar 2025
DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype Qiang Wang Yuhang He Songlin Dong Xiang Song Jizhou Han Haoyu Luo Yihong Gong CLL 129 0 0 23 Mar 2025
Restoring Forgotten Knowledge in Non-Exemplar Class Incremental Learning through Test-Time Semantic Evolution Haori Lu Xusheng Cao Linlan Huang Enguang Wang Fei Yang Xialei Liu CLL 87 0 0 21 Mar 2025
Technical Report for the 5th CLVision Challenge at CVPR: Addressing the Class-Incremental with Repetition using Unlabeled Data -- 4th Place Solution Panagiota Moraiti Efstathios Karypidis 75 0 0 19 Mar 2025
Continual Multimodal Contrastive Learning Xiaohao Liu Xiaobo Xia See-Kiong Ng Tat-Seng Chua CLL 228 2 0 19 Mar 2025
Optimized 3D Gaussian Splatting using Coarse-to-Fine Image Frequency Modulation Umar Farooq Jean-Yves Guillemaut Adrian Hilton M. Volino 3DGS 115 0 0 18 Mar 2025
Adaptive Drift Compensation for Soft Sensorized Finger Using Continual Learning Nilay Kushawaha Radan Pathan Niccolò Pagliarani M. Cianchetti Egidio Falotico 59 0 0 18 Mar 2025
HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model Haiyang Guo Fanhu Zeng Ziwei Xiang Fei Zhu Da-Han Wang Xu-Yao Zhang Cheng-Lin Liu 120 3 0 17 Mar 2025
Federated Continual Instruction Tuning Haiyang Guo Fanhu Zeng Fei Zhu Wenzhuo Liu Da-Han Wang Jian Xu Xu-Yao Zhang Cheng-Lin Liu CLL FedML 167 2 0 17 Mar 2025
ProtoDepth: Unsupervised Continual Depth Completion with Prototypes Patrick Rim Hyoungseob Park Xien Chen Ziyao Zeng Younjoon Chung Alex Wong CLL MDE 132 1 0 17 Mar 2025
Analytic Subspace Routing: How Recursive Least Squares Works in Continual Learning of Large Language Model Kai Tong Kang Pan Xiao Zhang Erli Meng Run He Yawen Cui Nuoyan Guo Huiping Zhuang KELM CLL 116 2 0 17 Mar 2025
Hybrid Learners Do Not Forget: A Brain-Inspired Neuro-Symbolic Approach to Continual Learning Amin Banayeeanzade Mohammad Rostami CLL 95 0 0 16 Mar 2025
S2IL: Structurally Stable Incremental Learning S. Balasubramanian Yedu Krishna P Talasu Sai Sriram M Sai Subramaniam Manepalli Pranav Phanindra Sai Darshan Gera CLL 114 0 0 15 Mar 2025
Ferret: An Efficient Online Continual Learning Framework under Varying Memory Constraints Yuhao Zhou Yuxin Tian Jindi Lv Mingjia Shi Yuanxi Li Qing Ye Shuhao Zhang Jiancheng Lv CLL 112 0 0 15 Mar 2025
Safe Vision-Language Models via Unsafe Weights Manipulation Moreno DÍncà E. Peruzzo Xingqian Xu Humphrey Shi N. Sebe Massimiliano Mancini MU 116 0 0 14 Mar 2025
EFC++: Elastic Feature Consolidation with Prototype Re-balancing for Cold Start Exemplar-free Incremental Learning Simone Magistri Tomaso Trinci Albin Soutif--Cormerais Joost van de Weijer Andrew D. Bagdanov 129 0 0 13 Mar 2025