Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning

5 April 2019

Papers citing "Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning"

50 / 181 papers shown

Title
Autoencoder-Based Hybrid Replay for Class-Incremental Learning M. Nori Il Kim Guanghui Wang CLL 42 0 0 09 May 2025
SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning Jinpeng Chen Runmin Cong Yuzhi Zhao Hongzheng Yang Guangneng Hu H. Ip Sam Kwong CLL KELM 70 0 0 05 May 2025
Boosting the Class-Incremental Learning in 3D Point Clouds via Zero-Collection-Cost Basic Shape Pre-Training Chao Qi Jianqin Yin Meng Chen Yingchun Niu Yuan Sun 3DPC CLL 36 0 0 11 Apr 2025
Proxy-Anchor and EVT-Driven Continual Learning Method for Generalized Category Discovery Alireza Fathalizadeh Roozbeh Razavi-Far CLL 36 0 0 11 Apr 2025
BECAME: BayEsian Continual Learning with Adaptive Model MErging Mei Li Yuxiang Lu Qinyan Dai Suizhi Huang Yue Ding Hongtao Lu CLL MoMe 44 0 0 03 Apr 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 81 0 0 26 Mar 2025
ProtoDepth: Unsupervised Continual Depth Completion with Prototypes Patrick Rim Hyoungseob Park Suchisrit Gangopadhyay Ziyao Zeng Younjoon Chung Alex Wong CLL MDE 61 1 0 17 Mar 2025
Continual Learning for Multiple Modalities Hyundong Jin Eunwoo Kim CLL 64 0 0 11 Mar 2025
iManip: Skill-Incremental Learning for Robotic Manipulation Zexin Zheng Jia-Feng Cai Xiao-Ming Wu Yi-Lin Wei Yu-Ming Tang Wei-Shi Zheng CLL 54 0 0 10 Mar 2025
Advancing Prompt-Based Methods for Replay-Independent General Continual Learning Zhiqi Kang Liyuan Wang Xingxing Zhang Karteek Alahari CLL VLM 36 1 0 02 Mar 2025
Continual Audio-Visual Sound Separation Weiguo Pian Yiyang Nan Shijian Deng Shentong Mo Yunhui Guo Yapeng Tian VLM CLL 41 0 0 05 Nov 2024
SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models Linglan Zhao Xuerui Zhang K. Yan Shouhong Ding Weiran Huang CLL 39 0 0 04 Nov 2024
Hybrid Memory Replay: Blending Real and Distilled Data for Class Incremental Learning Jiangtao Kong Jiacheng Shi Ashley Gao Shaohan Hu Tianyi Zhou Huajie Shao VLM DD 36 1 0 20 Oct 2024
MIRACLE3D: Memory-efficient Integrated Robust Approach for Continual Learning on Point Clouds via Shape Model Construction Hossein Resani B. Nasihatkon 3DV 71 0 0 08 Oct 2024
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning Grzegorz Rype'sć Sebastian Cygert Tomasz Trzciñski Bartłomiej Twardowski 30 4 0 26 Sep 2024
LACOSTE: Exploiting stereo and temporal contexts for surgical instrument segmentation Qiyuan Wang Shang Zhao Zikang Xu S Kevin Zhou 26 0 0 14 Sep 2024
Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar Selection Hossein Resani B. Nasihatkon Mohammadreza Alimoradi Jazi 3DPC 36 2 0 12 Sep 2024
Towards General Industrial Intelligence: A Survey on IIoT-Enhanced Continual Large Models Jiao Chen Jiayi He Fangfang Chen Zuohong Lv Jianhua Tang Weihua Li Zuozhu Liu Howard H. Yang Guangjie Han AI4CE 34 1 0 02 Sep 2024
Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond Jichuan Zhang Yali Li Xin Liu Shengjin Wang DiffM 36 0 0 06 Aug 2024
Constructing Enhanced Mutual Information for Online Class-Incremental Learning Huan Zhang Fan Lyu Shenghua Fan Yujin Zheng Dingwen Wang CLL 35 0 0 26 Jul 2024
Strike a Balance in Continual Panoptic Segmentation Jinpeng Chen Runmin Cong Yuxuan Luo H. Ip Sam Kwong 38 4 0 23 Jul 2024
Decoupled Prompt-Adapter Tuning for Continual Activity Recognition Di Fu Thanh Vinh Vo Haozhe Ma Tze-Yun Leong 19 0 0 20 Jul 2024
Addressing Imbalance for Class Incremental Learning in Medical Image Classification Xuze Hao Wenqian Ni Xuhao Jiang Weimin Tan Bo Yan CLL 22 0 0 18 Jul 2024
Bridge Past and Future: Overcoming Information Asymmetry in Incremental Object Detection Qijie Mo Yipeng Gao Shenghao Fu Junkai Yan Ancong Wu Wei-Shi Zheng CLL 18 6 0 16 Jul 2024
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation Anqi Zhang Guangyu Gao CLL VLM 33 4 0 13 Jul 2024
Embracing Massive Medical Data Yu-Cheng Chou Zongwei Zhou Alan Yuille CLL OOD 27 4 0 05 Jul 2024
Integrating Present and Past in Unsupervised Continual Learning Yipeng Zhang Laurent Charlin R. Zemel Mengye Ren CLL 24 2 0 29 Apr 2024
Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation Chongjie Si Xuehui Wang Xiaokang Yang Wei Shen CLL 28 1 0 18 Apr 2024
Continual Learning of Range-Dependent Transmission Loss for Underwater Acoustic using Conditional Convolutional Neural Net Indu Kant Deo Akash Venkateshwaran R. Jaiman AI4CE 25 3 0 11 Apr 2024
Continual Learning for Autonomous Robots: A Prototype-based Approach Elvin Hajizada Balachandran Swaminathan Yulia Sandamirskaya CLL 21 1 0 30 Mar 2024
Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-Level Supervision and Reverse Self-Distillation Hongwei Yan Liyuan Wang Kaisheng Ma Yi Zhong CLL 35 3 0 30 Mar 2024
Enhancing Visual Continual Learning with Language-Guided Supervision Bolin Ni Hongbo Zhao Chenghao Zhang Ke Hu Gaofeng Meng Zhaoxiang Zhang Shiming Xiang CLL VLM 32 3 0 24 Mar 2024
Simple and Scalable Strategies to Continually Pre-train Large Language Models Adam Ibrahim Benjamin Thérien Kshitij Gupta Mats L. Richter Quentin Anthony Timothée Lesort Eugene Belilovsky Irina Rish KELM CLL 44 51 0 13 Mar 2024
Interactive Continual Learning Architecture for Long-Term Personalization of Home Service Robots Ali Ayub Chrystopher L. Nehaniv Kerstin Dautenhahn CLL 26 3 0 06 Mar 2024
Recall-Oriented Continual Learning with Generative Adversarial Meta-Model Haneol Kang Dong-Wan Choi CLL BDL 23 1 0 05 Mar 2024
OVOR: OnePrompt with Virtual Outlier Regularization for Rehearsal-Free Class-Incremental Learning Wei-Cheng Huang Chun-Fu Chen Hsiang Hsu VLM 20 11 0 06 Feb 2024
A Topology-aware Graph Coarsening Framework for Continual Graph Learning Xiaoxue Han Zhuo Feng Yue Ning CLL 12 1 0 05 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 16 1 0 04 Jan 2024
Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy Everton L. Aleixo J. Colonna Marco Cristo Everlandio Fernandes CLL 47 19 0 16 Dec 2023
Continual Diffusion with STAMINA: STack-And-Mask INcremental Adapters James Seale Smith Yen-Chang Hsu Z. Kira Yilin Shen Hongxia Jin DiffM 25 3 0 30 Nov 2023
Combining Past, Present and Future: A Self-Supervised Approach for Class Incremental Learning Xiaoshuang Chen Zhongyi Sun Ke Yan Shouhong Ding Hongtao Lu CLL 30 1 0 15 Nov 2023
Rethinking Class-incremental Learning in the Era of Large Pre-trained Models via Test-Time Adaptation Imad Eddine Marouf Subhankar Roy Enzo Tartaglione Stéphane Lathuilière CLL 16 3 0 17 Oct 2023
CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation Zekang Zhang Guangyu Gao Jianbo Jiao C. Liu Yunchao Wei 46 20 0 10 Oct 2023
Adaptive Visual Scene Understanding: Incremental Scene Graph Generation Naitik Khandelwal Xiao Liu Mengmi Zhang CLL 24 0 0 02 Oct 2023
Elephant Neural Networks: Born to Be a Continual Learner Qingfeng Lan A. R. Mahmood CLL 30 9 0 02 Oct 2023
GRASP: A Rehearsal Policy for Efficient Online Continual Learning Md Yousuf Harun Jhair Gallardo Junyu Chen Christopher Kanan CLL 25 9 0 25 Aug 2023
Audio-Visual Class-Incremental Learning Weiguo Pian Shentong Mo Yunhui Guo Yapeng Tian CLL VLM 20 27 0 21 Aug 2023
CBCL-PR: A Cognitively Inspired Model for Class-Incremental Learning in Robotics Ali Ayub Alan R. Wagner CLL 27 4 0 31 Jul 2023
Integrating Curricula with Replays: Its Effects on Continual Learning Ren Jie Tee Mengmi Zhang KELM CLL 22 1 0 08 Jul 2023
Active Class Selection for Few-Shot Class-Incremental Learning Christopher McClurg Ali Ayub Harsh Tyagi Sarah M. Rajtmajer Alan R. Wagner CLL 22 1 0 05 Jul 2023