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Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,270 papers shown

Title
On mitigating stability-plasticity dilemma in CLIP-guided image morphing via geodesic distillation loss Yeongtak Oh Saehyung Lee Uiwon Hwang Sungroh Yoon 49 0 0 19 Jan 2024
Enhancing Scalability in Recommender Systems through Lottery Ticket Hypothesis and Knowledge Distillation-based Neural Network Pruning R. Rajaram Manoj Bharadhwaj VS Vasan N. Pervin 31 1 0 19 Jan 2024
Divide and not forget: Ensemble of selectively trained experts in Continual Learning Grzegorz Rype'sć Sebastian Cygert Valeriya Khan Tomasz Trzciñski Bartosz Zieliñski Bartlomiej Twardowski CLL 86 32 0 18 Jan 2024
CEL: A Continual Learning Model for Disease Outbreak Prediction by Leveraging Domain Adaptation via Elastic Weight Consolidation Saba Aslam Abdur Rasool Hongyan Wu Xiaoli Li 58 5 0 17 Jan 2024
Solving Continual Offline Reinforcement Learning with Decision Transformer Kaixin Huang Li Shen Chen Zhao Chun Yuan Dacheng Tao CLL OffRL 84 5 0 16 Jan 2024
SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models Weixiang Zhao Shilong Wang Yulin Hu Yanyan Zhao Bing Qin Xuanyu Zhang Qing Yang Dongliang Xu Wanxiang Che KELM CLL 97 16 0 16 Jan 2024
Enhanced Few-Shot Class-Incremental Learning via Ensemble Models Mingli Zhu Zihao Zhu Sihong Chen Chen Chen Baoyuan Wu CLL 81 3 0 14 Jan 2024
Enhancing Consistency and Mitigating Bias: A Data Replay Approach for Incremental Learning Chenyang Wang Junjun Jiang Xingyu Hu Xianming Liu Xiangyang Ji 110 5 0 12 Jan 2024
EsaCL: Efficient Continual Learning of Sparse Models Weijieying Ren V. Honavar CLL 50 3 0 11 Jan 2024
Class-Incremental Learning for Multi-Label Audio Classification Manjunath Mulimani A. Mesaros CLL 67 12 0 09 Jan 2024
Balancing Continual Learning and Fine-tuning for Human Activity Recognition Chi Ian Tang Lorena Qendro Dimitris Spathis F. Kawsar Akhil Mathur Cecilia Mascolo SSL HAI 64 1 0 04 Jan 2024
eCIL-MU: Embedding based Class Incremental Learning and Machine Unlearning Zhiwei Zuo Zhuo Tang Bin Wang KenLi Li Anwitaman Datta CLL MU 56 3 0 04 Jan 2024
PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning Haiyang Guo Fei Zhu Wenzhuo Liu Xu-Yao Zhang Cheng-Lin Liu CLL 97 9 0 04 Jan 2024
Elastic Multi-Gradient Descent for Parallel Continual Learning Fan Lyu Wei Feng Yuepan Li Qing Sun Fanhua Shang Liang Wan Liang Wang 57 2 0 02 Jan 2024
Continual Learning via Sequential Function-Space Variational Inference Tim G. J. Rudner Freddie Bickford-Smith Qixuan Feng Yee Whye Teh Y. Gal 74 42 0 28 Dec 2023
Continual Learning in Medical Image Analysis: A Comprehensive Review of Recent Advancements and Future Prospects Pratibha Kumari Joohi Chauhan Afshin Bozorgpour Boqiang Huang Reza Azad Dorit Merhof 116 11 0 28 Dec 2023
Infinite dSprites for Disentangled Continual Learning: Separating Memory Edits from Generalization Sebastian Dziadzio cCaugatay Yildiz Gido M. van de Ven Tomasz Trzciñski Tinne Tuytelaars Matthias Bethge 71 1 0 27 Dec 2023
Federated Continual Learning via Knowledge Fusion: A Survey Xin Yang Hao Yu Xin Gao Hao Wang Junbo Zhang Tianrui Li FedML 81 44 0 27 Dec 2023
Dynamic Sub-graph Distillation for Robust Semi-supervised Continual Learning Yan Fan Yu Wang Pengfei Zhu Qinghua Hu CLL 201 5 0 27 Dec 2023
Learning to Prompt Knowledge Transfer for Open-World Continual Learning Yujie Li Xin Yang Hao Wang Xiangkun Wang Tianrui Li VLM CLL 69 18 0 22 Dec 2023
PUMA: Efficient Continual Graph Learning for Node Classification with Graph Condensation Yilun Liu Ruihong Qiu Yanran Tang Hongzhi Yin Zi Huang 124 5 0 22 Dec 2023
Adapt & Align: Continual Learning with Generative Models Latent Space Alignment Kamil Deja Bartosz Cywiński Jan Rybarczyk Tomasz Trzciñski CLL DRL 46 0 0 21 Dec 2023
Fine-Grained Knowledge Selection and Restoration for Non-Exemplar Class Incremental Learning Jiang-Tian Zhai Xialei Liu Lu Yu Ming-Ming Cheng CLL 115 10 0 20 Dec 2023
Continual Learning: Forget-free Winning Subnetworks for Video Representations Haeyong Kang Jaehong Yoon Sung Ju Hwang Chang D. Yoo CLL 135 2 0 19 Dec 2023
Exploring UMAP in hybrid models of entropy-based and representativeness sampling for active learning in biomedical segmentation Hai Siong Tan Kuancheng Wang R. Mcbeth 74 3 0 16 Dec 2023
What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection Xiaohui Zhang Jiangyan Yi Chenglong Wang Chuyuan Zhang Siding Zeng Jianhua Tao 92 30 0 15 Dec 2023
RTRA: Rapid Training of Regularization-based Approaches in Continual Learning Sahil Nokhwal Nirman Kumar CLL 33 6 0 14 Dec 2023
Weighted Ensemble Models Are Strong Continual Learners Imad Eddine Marouf Subhankar Roy Enzo Tartaglione Stéphane Lathuilière CLL 109 22 0 14 Dec 2023
Read Between the Layers: Leveraging Multi-Layer Representations for Rehearsal-Free Continual Learning with Pre-Trained Models Kyra Ahrens Hans Hergen Lehmann Jae Hee Lee Stefan Wermter CLL 98 7 0 13 Dec 2023
Continual Learning through Networks Splitting and Merging with Dreaming-Meta-Weighted Model Fusion Yi Sun Xin Xu Jian Li Guanglei Xie Yifei Shi Qiang Fang CLL MoMe 99 1 0 12 Dec 2023
Class-Prototype Conditional Diffusion Model with Gradient Projection for Continual Learning Khanh Doan Quyen Tran Tung Lam Tran Tuan Nguyen Dinh Q. Phung Trung Le DiffM 64 2 0 10 Dec 2023
Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration Qiwen Wang Da-Wei Zhou Yi-Kai Zhang De-Chuan Zhan Han-Jia Ye CLL 130 46 0 08 Dec 2023
Continual learning for surface defect segmentation by subnetwork creation and selection Aleksandr Dekhovich Miguel A. Bessa CLL 62 3 0 08 Dec 2023
Wake-Sleep Consolidated Learning Amelia Sorrenti Giovanni Bellitto Federica Proietto Salanitri M. Pennisi S. Palazzo C. Spampinato CLL 61 0 0 06 Dec 2023
Benchmarking Continual Learning from Cognitive Perspectives Xiaoqian Liu Junge Zhang Mingyi Zhang Peipei Yang 83 1 0 06 Dec 2023
MIND: Multi-Task Incremental Network Distillation Jacopo Bonato Francesco Pelosin Luigi Sabetta Alessandro Nicolosi CLL 98 10 0 05 Dec 2023
A Self-Commissioning Edge Computing Method for Data-Driven Anomaly Detection in Power Electronic Systems P. Gómez Miguel E. López Gajardo N. Mijatovic Tomislav Dragičević 64 4 0 05 Dec 2023
Pseudo Replay-based Class Continual Learning for Online New Category Anomaly Detection in Additive Manufacturing Zhangyue Shi Tianxin Xie Chenang Liu Yuxuan Li 24 0 0 05 Dec 2023
Label Delay in Online Continual Learning Botos Csaba Wenxuan Zhang Matthias Muller Ser-Nam Lim Mohamed Elhoseiny Philip Torr Adel Bibi CLL 69 1 0 01 Dec 2023
Towards Redundancy-Free Sub-networks in Continual Learning Cheng Chen Jingkuan Song LianLi Gao Hengtao Shen 40 1 0 01 Dec 2023
X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning Artemis Panagopoulou Le Xue Ning Yu Junnan Li Dongxu Li Shafiq Joty Ran Xu Silvio Savarese Caiming Xiong Juan Carlos Niebles VLM MLLM 146 61 0 30 Nov 2023
Continual Diffusion with STAMINA: STack-And-Mask INcremental Adapters James Seale Smith Yen-Chang Hsu Z. Kira Yilin Shen Hongxia Jin DiffM 112 6 0 30 Nov 2023
Prompt-Based Exemplar Super-Compression and Regeneration for Class-Incremental Learning Ruxiao Duan Yaoyao Liu Jieneng Chen Adam Kortylewski Alan Yuille DiffM VLM 100 1 0 30 Nov 2023
Continual Learning with Low Rank Adaptation Martin Wistuba Prabhu Teja Sivaprasad Lukas Balles Giovanni Zappella CLL 81 16 0 29 Nov 2023
Continual Learning for Image Segmentation with Dynamic Query Weijia Wu Yuzhong Zhao Zhuang Li Lianlei Shan Hong Zhou Mike Zheng Shou VLM CLL 88 17 0 29 Nov 2023
FedAL: Black-Box Federated Knowledge Distillation Enabled by Adversarial Learning Pengchao Han Xingyan Shi Jianwei Huang FedML 87 3 0 28 Nov 2023
Continual Instruction Tuning for Large Multimodal Models Jinghan He Haiyun Guo Ming Tang Jinqiao Wang VLM MLLM CLL KELM 85 26 0 27 Nov 2023
KOPPA: Improving Prompt-based Continual Learning with Key-Query Orthogonal Projection and Prototype-based One-Versus-All Quyen Tran Lam C. Tran Khoat Than Toan M. Tran Dinh Q. Phung Trung Le VLM 82 6 0 26 Nov 2023
How much data do I need? A case study on medical data Ayse Betul Cengiz A. Mcgough 78 2 0 26 Nov 2023
Efficient Rehearsal Free Zero Forgetting Continual Learning using Adaptive Weight Modulation Yonatan Sverdlov Shimon Ullman 70 0 0 26 Nov 2023