Replay-Based Incremental Learning Framework for Gesture Recognition Overcoming the Time-Varying Characteristics of sEMG Signals by Xingguo Zhang, Tengfei Li, Maoxun Sun, Lei Zhang, Cheng Zhang, Yue Zhang

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Feature Transformation-Based Few-Shot Class-Incremental Learning by Xubo Zhang, Yang Luo

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

Subjects: “…Class-incremental learning…”
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Causal Intervention-Based Multimodal Class-Incremental Learning Network for 3D Model Classification and Retrieval by Qiang Li, Qiu-Yang Ma, Ning Zhang, Wei-Zhi Nie

Subjects: “…Class-incremental learning…”
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Mitigating Class Confusion in Class-Incremental Semantic Segmentation by Nayoung Ko, Gyeong-Hyeon Kim, Eunwoo Kim

Subjects: “…Class-incremental semantic segmentation…”
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Image–Text (IT)-Prompt: Prompt-Based Learning Framework Empowered by the Cluster-Based Nearest Class Mean (C-NCM) for Rehearsal-Free Contrastive Language–Image Pretraining (CLIP)-B... by Li Jiao, Wenlong Fu, Xiaolu Chen

Subjects: “…class incremental learning…”
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Dual-Stage Clean-Sample Selection for Incremental Noisy Label Learning by Jianyang Li, Xin Ma, Yonghong Shi

Subjects: “…class-incremental learning…”
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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

Subjects: “…Class incremental learning…”
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SCF-CIL: A Multi-Stage Regularization-Based SAR Class-Incremental Learning Method Fused with Electromagnetic Scattering Features by Yunpeng Zhang, Mengdao Xing, Jinsong Zhang, Sergio Vitale

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Class and Data-Incremental Learning Framework for Baggage Threat Segmentation via Knowledge Distillation by Ammara Nasim, Saad Mazhar Khan, Anum Abdul Salam, Arslan Shaukat, Taimur Hassan, Adeel M. Syed, Muhammad Usman Akram

Subjects: “…Class incremental learning…”
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CIL-LLM: Incremental Learning Framework Based on Large Language Models for Category Classification by WANG Xiaoyu, LI Xin, HU Mianning, XUE Di

Subjects: “…class-incremental learning; large language model (llm); thematic classification; knowledge distillation…”
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Correlation-Based Knowledge Distillation in Exemplar-Free Class-Incremental Learning by Zijian Gao, Bo Liu, Kele Xu, Xinjun Mao, Huaimin Wang

Subjects: “…Exemplar-free class-incremental learning (CIL)…”
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Privacy-Preserving Federated Class-Incremental Learning by Jue Xiao, Xueming Tang, Songfeng Lu

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Joint Class and Domain Continual Learning for Decentralized Federated Processes by Chiara Lanza, Tinne Tuytelaars, Marco Miozzo, Eduard Angelats, Paolo Dini

Subjects: “…Class incremental…”
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CIELO: Class-Incremental Continual Learning for Overcoming Catastrophic Forgetting With Smartphone-Based Indoor Localization by Akhil Singampalli, Danish Gufran, Sudeep Pasricha

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Class Incremental Learning With Large Domain Shift by Kamin Lee, Hyoeun Kim, Geunjae Choi, Hyejeong Jeon, Nojun Kwak

Subjects: “…Class incremental learning…”
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FeTT: Class-Incremental Learning with Feature Transformation Tuning by Sunyuan Qiang, Yanyan Liang

Subjects: “…class-incremental learning…”
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Dual Passive-Aggressive Stacking k-Nearest Neighbors for Class-Incremental Multi-Label Stream Classification by Hann Hsen Tan, Chu Kiong Loo, Chaw Seng Woo

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Mitigating Catastrophic Forgetting in Pest Detection Through Adaptive Response Distillation by Hongjun Zhang, Zhendong Yin, Dasen Li, Yanlong Zhao

Subjects: “…class-incremental learning…”
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