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Few-Shot Class-Incremental Learning

Papers

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Foundation Model-Powered 3D Few-Shot Class Incremental Learning via Training-free AdaptorCode0
CLOSER: Towards Better Representation Learning for Few-Shot Class-Incremental LearningCode1
Few-Shot Class-Incremental Learning with Non-IID Decentralized Data0
Knowledge Adaptation Network for Few-Shot Class-Incremental Learning0
Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation0
Rethinking Few-shot Class-incremental Learning: Learning from YourselfCode1
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental LearningCode1
Compositional Few-Shot Class-Incremental LearningCode0
Few-shot Tuning of Foundation Models for Class-incremental LearningCode0
Few-Shot Class Incremental Learning via Robust Transformer ApproachCode0
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