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Gradient Episodic Memory for Continual Learning

26 June 2017

Papers citing "Gradient Episodic Memory for Continual Learning"

50 / 1,594 papers shown

Title
Latent Distillation for Continual Object Detection at the Edge Francesco Pasti Marina Ceccon Davide Dalle Pezze Francesco Paissan Elisabetta Farella Gian Antonio Susto Nicola Bellotto 76 4 0 03 Sep 2024
Buffer-based Gradient Projection for Continual Federated Learning Shenghong Dai Jy-yong Sohn Yicong Chen S. Alam Ravikumar Balakrishnan Suman Banerjee N. Himayat Kangwook Lee FedML 97 2 0 03 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 82 1 0 02 Sep 2024
Incremental Open-set Domain Adaptation Sayan Rakshit Hmrishav Bandyopadhyay Nibaran Das Biplab Banerjee CLL 69 1 0 31 Aug 2024
Anno-incomplete Multi-dataset Detection Yiran Xu Haoxiang Zhong Kai Wu Jialin Li Yong Liu Chengjie Wang Shu-Tao Xia Hongen Liao ObjD 73 0 0 29 Aug 2024
Prior-free Balanced Replay: Uncertainty-guided Reservoir Sampling for Long-Tailed Continual Learning Lei Liu Li Liu Yawen Cui CLL 57 0 0 27 Aug 2024
Towards Lifelong Learning Embeddings: An Algorithmic Approach to Dynamically Extend Embeddings Miguel Alves Gomes Philipp Meisen Tobias Meisen 41 0 0 26 Aug 2024
Dual-CBA: Improving Online Continual Learning via Dual Continual Bias Adaptors from a Bi-level Optimization Perspective Quanziang Wang Renzhen Wang Yichen Wu Xixi Jia Minghao Zhou Deyu Meng 87 1 0 26 Aug 2024
A Unified Framework for Continual Learning and Machine Unlearning Romit Chatterjee Vikram S Chundawat Ayush K Tarun Ankur Mali Murari Mandal CLL MU 114 1 0 21 Aug 2024
Boosting Open-Domain Continual Learning via Leveraging Intra-domain Category-aware Prototype Yadong Lu Shitian Zhao Boxiang Yun Dongsheng Jiang Yin Li Qingli Li Yan Wang VLM CLL 54 1 0 19 Aug 2024
Mitigating the Stability-Plasticity Dilemma in Adaptive Train Scheduling with Curriculum-Driven Continual DQN Expansion Achref Jaziri Etienne Kunzel Visvanathan Ramesh CLL 104 0 0 19 Aug 2024
E-CGL: An Efficient Continual Graph Learner Jianhao Guo Zixuan Ni Yun Zhu Siliang Tang CLL 96 0 0 18 Aug 2024
TACOS: Task Agnostic Continual Learning in Spiking Neural Networks Nicholas Soures Peter Helfer Anurag Daram Tej Pandit Dhireesha Kudithipudi CLL 46 9 0 16 Aug 2024
Continual Learning of Nonlinear Independent Representations Boyang Sun Ignavier Ng Guangyi Chen Yifan Shen Qirong Ho Kun Zhang OOD CML 98 0 0 11 Aug 2024
AggSS: An Aggregated Self-Supervised Approach for Class-Incremental Learning Jayateja Kalla Soma Biswas SSL 78 0 0 08 Aug 2024
FDI: Attack Neural Code Generation Systems through User Feedback Channel Zhensu Sun Xiaoning Du Xiapu Luo Fu Song David Lo Li Li AAML 67 3 0 08 Aug 2024
Learning to Learn without Forgetting using Attention Anna Vettoruzzo Joaquin Vanschoren Mohamed-Rafik Bouguelia Thorsteinn Rögnvaldsson CLL 140 2 0 06 Aug 2024
Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond Jichuan Zhang Yali Li Xin Liu Shengjin Wang DiffM 85 1 0 06 Aug 2024
The Need for a Big World Simulator: A Scientific Challenge for Continual Learning Saurabh Kumar Hong Jun Jeon Alex Lewandowski Benjamin Van Roy 93 0 0 06 Aug 2024
PMoE: Progressive Mixture of Experts with Asymmetric Transformer for Continual Learning Min Jae Jung Romain Rouvoy KELM MoE CLL 83 4 0 31 Jul 2024
VIPeR: Visual Incremental Place Recognition with Adaptive Mining and Continual Learning Yuhao Zhang Zhengxuan Wu Xingrui Yang Weicai Ye Yian Zhang Bonan Min Weichen Dai Zhiheng Huang 79 0 0 31 Jul 2024
An Effective Dynamic Gradient Calibration Method for Continual Learning Weichen Lin Jiaxiang Chen Ru Huang Huihua Ding CLL 99 0 0 30 Jul 2024
MoFO: Momentum-Filtered Optimizer for Mitigating Forgetting in LLM Fine-Tuning Yupeng Chen Senmiao Wang Zhihang Lin Zhihang Lin Yushun Zhang Tian Ding Ruoyu Sun Ruoyu Sun CLL 177 5 0 30 Jul 2024
FTF-ER: Feature-Topology Fusion-Based Experience Replay Method for Continual Graph Learning Jinhui Pang Changqing Lin Xiaoshuai Hao Rong Yin Zixuan Wang Zhihui Zhang Jinglin He Huang Tai Sheng 83 4 0 28 Jul 2024
AHMF: Adaptive Hybrid-Memory-Fusion Model for Driver Attention Prediction Dongyang Xu Qingfan Wang Ji Ma Xiangyun Zeng Lei Chen 72 0 0 24 Jul 2024
Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning Yeongbin Seo Dongha Lee Jinyoung Yeo CLL KELM 163 2 0 24 Jul 2024
Local vs Global continual learning Giulia Lanzillotta Sidak Pal Singh Benjamin Grewe Thomas Hofmann CLL 80 0 0 23 Jul 2024
CLIP with Generative Latent Replay: a Strong Baseline for Incremental Learning Emanuele Frascaroli Aniello Panariello Pietro Buzzega Lorenzo Bonicelli Angelo Porrello Simone Calderara VLM CLL 81 6 0 22 Jul 2024
Flatness-aware Sequential Learning Generates Resilient Backdoors Hoang Pham The-Anh Ta Anh Tran Khoa D. Doan FedML AAML 73 1 0 20 Jul 2024
An Attention-based Representation Distillation Baseline for Multi-Label Continual Learning Martin Menabue Emanuele Frascaroli Matteo Boschini Lorenzo Bonicelli Angelo Porrello Simone Calderara CLL 63 0 0 19 Jul 2024
Class-Incremental Learning with CLIP: Adaptive Representation Adjustment and Parameter Fusion Linlan Huang Xusheng Cao Haori Lu Xialei Liu CLL 118 18 0 19 Jul 2024
Continual Distillation Learning: Knowledge Distillation in Prompt-based Continual Learning Qifan Zhang Yunhui Guo Yu Xiang CLL VLM 171 0 0 18 Jul 2024
ER-FSL: Experience Replay with Feature Subspace Learning for Online Continual Learning Huiwei Lin CLL 136 0 0 17 Jul 2024
CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning Erum Mushtaq D. Yaldiz Yavuz Faruk Bakman Jie Ding Chenyang Tao Dimitrios Dimitriadis A. Avestimehr CLL 90 1 0 16 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 93 7 0 16 Jul 2024
Continual Deep Learning on the Edge via Stochastic Local Competition among Subnetworks Theodoros Christophides Kyriakos Tolias S. Chatzis 82 0 0 15 Jul 2024
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation Anqi Zhang Guangyu Gao CLL VLM 99 5 0 13 Jul 2024
Human-like Episodic Memory for Infinite Context LLMs Zafeirios Fountas Martin A Benfeghoul Adnan Oomerjee Fenia Christopoulou Gerasimos Lampouras Haitham Bou-Ammar Jun Wang 88 21 0 12 Jul 2024
iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning Tom Fischer Yaoyao Liu Artur Jesslen Noor Ahmed Prakhar Kaushik Angtian Wang Alan Yuille Adam Kortylewski Eddy Ilg CLL AI4CE 81 1 0 12 Jul 2024
Cs2K: Class-specific and Class-shared Knowledge Guidance for Incremental Semantic Segmentation Wei Cong Yang Cong Yuyang Liu Gan Sun VLM CLL 75 3 0 12 Jul 2024
Overcoming Catastrophic Forgetting in Tabular Data Classification: A Pseudorehearsal-based approach Pablo García Santaclara Bruno Fernández Castro Rebeca P. Díaz Redondo LMTD 97 0 0 12 Jul 2024
CLEO: Continual Learning of Evolving Ontologies Shishir Muralidhara Saqib Bukhari Georg Schneider Didier Stricker René Schuster CLL 75 1 0 11 Jul 2024
Towards stable training of parallel continual learning Li Yuepan Fan Lyu Yuyang Li Wei Feng Guangcan Liu Fanhua Shang 94 0 0 11 Jul 2024
Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency Rehearsal Xinyu Zhu Zhiguo Jiang Kun-Hsuan Wu Jun Shi Yushan Zheng CLL 99 4 0 11 Jul 2024
How to Leverage Predictive Uncertainty Estimates for Reducing Catastrophic Forgetting in Online Continual Learning Giuseppe Serra Ben Werner Florian Buettner 88 2 0 10 Jul 2024
Neuromimetic metaplasticity for adaptive continual learning Suhee Cho Hyeonsu Lee Seungdae Baek Se-Bum Paik 49 2 0 09 Jul 2024
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community Yan Liu Bin Guo Nuo Li Yasan Ding Zhouyangzi Zhang Zhiwen Yu 138 1 0 09 Jul 2024
Fast and Continual Knowledge Graph Embedding via Incremental LoRA Jiajun Liu Wenjun Ke Peng Wang Jiahao Wang Jinhua Gao Ziyu Shang Guozheng Li Zijie Xu Ke Ji Yining Li CLL 79 6 0 08 Jul 2024
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning Xiaojie Li Yibo Yang Jianlong Wu Guohao Li Ming-Hsuan Yang Liqiang Nie M. Zhang Mamba 99 6 0 08 Jul 2024
Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models Longxiang Tang Zhuotao Tian Kai Li Chunming He Hantao Zhou Hengshuang Zhao Xiu Li Jiaya Jia CLL VLM 103 24 0 07 Jul 2024