Real-Time On-Device Continual Learning Based on a Combined Nearest Class Mean and Replay Method for Smartphone Gesture Recognition by Heon-Sung Park, Min-Kyung Sung, Dae-Won Kim, Jaesung Lee

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A Comparative Study of Continual, Lifelong, and Online Supervised Learning Libraries by Nicholas Cummins, Brad Killen, Somayeh Bakhtiari Ramezani, Shahram Rahimi, Maria Seale, Sudip Mittal

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SARB-DF: A Continual Learning Aided Framework for Deepfake Video Detection Using Self-Attention Residual Block by P.G Prathibha, P. S. Tamizharasan, Alavikunhu Panthakkan, Wathiq Mansoor, Hussain Al Ahmad

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Opportunistic Dynamic Architecture for Class-Incremental Learning by Fahrurrozi Rahman, Andrea Rosales Sanabria, Juan Ye

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Continual Learning With Neuromorphic Computing: Foundations, Methods, and Emerging Applications by Mishal Fatima Minhas, Rachmad Vidya Wicaksana Putra, Falah Awwad, Osman Hasan, Muhammad Shafique

Subjects: “…Continual Learning (CL)…”
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Enhancing Evolution of Neural Network Assisted Compact Model Through Continual Learning by Shuhan Wang, Zheng Zhou, Guihai Yu, Zili Tang, Jinghan Xu, Xiaoyan Liu, Xing Zhang

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Survey on Replay-Based Continual Learning and Empirical Validation on Feasibility in Diverse Edge Devices Using a Representative Method by Heon-Sung Park, Hyeon-Chang Chu, Min-Kyung Sung, Chaewoon Kim, Jeongwon Lee, Dae-Won Kim, Jaesung Lee

Subjects: “…continual learning…”
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Federated Mental Wellbeing Assessment Using Smartphone Sensors Under Unreliable Participation by Gavryel Martis, Ryan McConville

Subjects: “…Continual learning…”
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Robust Seizure Prediction Model Using EEG Signal for Temporal Lobe Epilepsy Leveraging Deep Learning and Continual Learning by Bikash Chandra Sahoo, Shruti Mishra, Sandeep Kumar Satapathy, Sachin Kumar

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Reduced Forgetfulness in Continual Learning for Named Entity Recognition Through Confident Soft-Label Imitation by Huan Zhang, Long Zhou, Miaomiao Gu

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Enhancing Generative Class Incremental Learning Performance With a Model Forgetting Approach by Taro Togo, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama

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CAREC: Continual Wireless Action Recognition with Expansion–Compression Coordination by Tingting Zhang, Qunhang Fu, Han Ding, Ge Wang, Fei Wang

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Evaluating the Impact of Replay-Based Continual Learning on Long-Term sEMG Pattern Recognition in Instance-Incremental Learning by Yuto Okawa, Suguru Kanoga, Takayuki Hoshino, Shin-Nosuke Ishikawa

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Overcoming Class Imbalance in Incremental Learning Using an Elastic Weight Consolidation-Assisted Common Encoder Approach by Engin Baysal, Cüneyt Bayılmış

Subjects: “…continual learning…”
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Continual deep reinforcement learning with task-agnostic policy distillation by Muhammad Burhan Hafez, Kerim Erekmen

Subjects: “…Continual learning…”
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High-Accuracy and Real-Time Fingerprint-Based Continual Learning Localization System in Dynamic Environment by Hongxiu Zhao, Wafa Njima, Xun Zhang

Subjects: “…continual learning (CL)…”
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pyCLAD: The universal framework for continual lifelong anomaly detection by Kamil Faber, Bartlomiej Sniezynski, Nathalie Japkowicz, Roberto Corizzo

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High-performance federated continual learning algorithm for heterogeneous streaming data by Hui JIANG, Tianliu HE, Min LIU, Sheng SUN, Yuwei WANG

Subjects: “…heterogeneous data;streaming data;federated learning;federated continual learning;catastrophic forgetting…”
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Neuroplasticity Meets Artificial Intelligence: A Hippocampus-Inspired Approach to the Stability–Plasticity Dilemma by Thorsten Rudroff, Oona Rainio, Riku Klén

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High-performance federated continual learning algorithm for heterogeneous streaming data by Hui JIANG, Tianliu HE, Min LIU, Sheng SUN, Yuwei WANG

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