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Few-Shot Class-Incremental Learning

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Showing 101–118 of 118 papers

TitleStatusHype
Knowledge Transfer-Driven Few-Shot Class-Incremental LearningCode0
GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental TaskCode0
Foundation Model-Powered 3D Few-Shot Class Incremental Learning via Training-free AdaptorCode0
Compositional Few-Shot Class-Incremental LearningCode0
A streamlined Approach to Multimodal Few-Shot Class Incremental Learning for Fine-Grained DatasetsCode0
An Efficient Memory Module for Graph Few-Shot Class-Incremental LearningCode0
Class Balance Matters to Active Class-Incremental LearningCode0
CBCL-PR: A Cognitively Inspired Model for Class-Incremental Learning in RoboticsCode0
Few-shot Tuning of Foundation Models for Class-incremental LearningCode0
A Forward and Backward Compatible Framework for Few-shot Class-incremental Pill RecognitionCode0
Few-Shot Class-Incremental Learning with Prior KnowledgeCode0
Few-Shot Class Incremental Learning via Robust Transformer ApproachCode0
Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free ReplayCode0
Active Class Selection for Few-Shot Class-Incremental LearningCode0
12 mJ per Class On-Device Online Few-Shot Class-Incremental LearningCode0
Covariance-based Space Regularization for Few-shot Class Incremental LearningCode0
Constructing Sample-to-Class Graph for Few-Shot Class-Incremental LearningCode0
PL-FSCIL: Harnessing the Power of Prompts for Few-Shot Class-Incremental LearningCode0
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