Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer

1 November 2022

Papers citing "Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer"

29 / 29 papers shown

Title
Differentially Private Distribution Release of Gaussian Mixture Models via KL-Divergence Minimization Hang Liu Anna Scaglione S. Peisert 71 0 0 04 Jun 2025
Unlocking the Power of Rehearsal in Continual Learning: A Theoretical Perspective Junze Deng Qinhang Wu Peizhong Ju Sen Lin Yingbin Liang Ness B. Shroff CLL 24 0 0 30 May 2025
MINGLE: Mixtures of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging Zihuan Qiu Yi Xu Chiyuan He Fanman Meng Linfeng Xu Qi Wu Hongliang Li CLL MoMe 91 0 0 17 May 2025
Explainability and Continual Learning meet Federated Learning at the Network Edge Thomas Tsouparopoulos Iordanis Koutsopoulos FedML 75 0 0 11 Apr 2025
Outlook Towards Deployable Continual Learning for Particle Accelerators Kishansingh Rajput Sen Lin Auralee Edelen Willem Blokland Malachi Schram 71 0 0 04 Apr 2025
Incremental Object Keypoint Learning Mingfu Liang Jiahuan Zhou Xu Zou Ying Wu CLL 122 0 0 26 Mar 2025
A Comprehensive Survey of Mixture-of-Experts: Algorithms, Theory, and Applications Siyuan Mu Sen Lin MoE 498 5 0 10 Mar 2025
Merge then Realign: Simple and Effective Modality-Incremental Continual Learning for Multimodal LLMs Dingkun Zhang Shuhan Qi Xinyu Xiao Kehai Chen Xuan Wang CLL MoMe 119 0 0 08 Mar 2025
Achieving Upper Bound Accuracy of Joint Training in Continual Learning Saleh Momeni Bing Liu CLL 170 1 0 17 Feb 2025
Sequence Transferability and Task Order Selection in Continual Learning T. Nguyen Cuong N. Nguyen Quang Pham B. T. Nguyen Savitha Ramasamy Xiaoli Li Cuong V Nguyen 135 0 0 10 Feb 2025
Dynamic Prototype Rehearsal for Continual Learning in ECG Arrhythmia Detection Sana Rahmani Reetam Chatterjee Ali Etemad J. Hashemi 72 0 0 13 Jan 2025
A Contrastive Symmetric Forward-Forward Algorithm (SFFA) for Continual Learning Tasks Erik B. Terres-Escudero Javier Del Ser Pablo García Bringas AAML CLL 115 0 0 10 Jan 2025
Unforgettable Lessons from Forgettable Images: Intra-Class Memorability Matters in Computer Vision Jie Jing Qing Lin Shuangpeng Han Lucia Schiatti Yen-Ling Kuo Mengmi Zhang VLM 101 0 0 30 Dec 2024
Continual Learning Using a Kernel-Based Method Over Foundation Models Saleh Momeni Sahisnu Mazumder Bing-Quan Liu CLL 152 2 0 20 Dec 2024
Revised Regularization for Efficient Continual Learning through Correlation-Based Parameter Update in Bayesian Neural Networks Sanchar Palit Biplab Banerjee S. Chaudhuri CLL 136 0 0 21 Nov 2024
Disentangling and Mitigating the Impact of Task Similarity for Continual Learning Naoki Hiratani CLL 103 4 0 30 May 2024
Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaboration Shu Zhao Xiaohan Zou Tan Yu Huijuan Xu 85 1 0 17 Mar 2024
Doubly Perturbed Task Free Continual Learning Byung Hyun Lee Min-hwan Oh Se Young Chun 84 3 0 20 Dec 2023
Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation Chengwei Qin Junwon Lee Shafiq Joty CLL 104 14 0 15 Oct 2023
Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks Zixuan Ke Bing Liu Wenhan Xiong Asli Celikyilmaz Haoran Li CLL 75 7 0 13 Oct 2023
Chunking: Continual Learning is not just about Distribution Shift Thomas L. Lee Amos Storkey 78 1 0 03 Oct 2023
Adaptive Visual Scene Understanding: Incremental Scene Graph Generation Naitik Khandelwal Xiao Liu Mengmi Zhang CLL 88 0 0 02 Oct 2023
Learnability and Algorithm for Continual Learning Gyuhak Kim Changnan Xiao Tatsuya Konishi Bin Liu CLL 105 30 0 22 Jun 2023
The Ideal Continual Learner: An Agent That Never Forgets Liangzu Peng Paris V. Giampouras René Vidal CLL 187 30 0 29 Apr 2023
Efficient Self-supervised Continual Learning with Progressive Task-correlated Layer Freezing Li Yang Sen Lin Fan Zhang Junshan Zhang Deliang Fan CLL 59 6 0 13 Mar 2023
Theory on Forgetting and Generalization of Continual Learning Sen Lin Peizhong Ju Yitao Liang Ness B. Shroff CLL 88 47 0 12 Feb 2023
A Comprehensive Survey of Continual Learning: Theory, Method and Application Liyuan Wang Xingxing Zhang Hang Su Jun Zhu KELM CLL 243 718 0 31 Jan 2023
Continual Learning of Natural Language Processing Tasks: A Survey Zixuan Ke Bin Liu KELM CLL VLM 110 79 0 23 Nov 2022
Unveiling the Tapestry: the Interplay of Generalization and Forgetting in Continual Learning Zenglin Shi Jing Jie Ying Sun J. Lim Mengmi Zhang CLL 145 1 0 21 Nov 2022