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Few-Shot Class-Incremental Learning

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TitleStatusHype
Few-Shot Class-Incremental Learning For Efficient SAR Automatic Target Recognition—0
MEGA: Second-Order Gradient Alignment for Catastrophic Forgetting Mitigation in GFSCIL—0
Adaptive Decision Boundary for Few-Shot Class-Incremental LearningCode1
Adaptive Additive Parameter Updates of Vision Transformers for Few-Shot Continual Learning—0
Diffusion Meets Few-shot Class Incremental Learning—0
Learn by Reasoning: Analogical Weight Generation for Few-Shot Class-Incremental Learning—0
An experimental approach on Few Shot Class Incremental Learning—0
Singular Value Fine-tuning for Few-Shot Class-Incremental Learning—0
A New Benchmark for Few-Shot Class-Incremental Learning: Redefining the Upper Bound—0
FSCIL-SEI: Few-Shot Class-Incremental Learning Approach for Specific Emitter Identification—0
Brain-inspired analogical mixture prototypes for few-shot class-incremental learning—0
Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning—0
Controllable Forgetting Mechanism for Few-Shot Class-Incremental Learning—0
Strategic Base Representation Learning via Feature Augmentations for Few-Shot Class Incremental Learning—0
Language-Inspired Relation Transfer for Few-shot Class-Incremental Learning—0
Continuous Knowledge-Preserving Decomposition for Few-Shot Continual LearningCode1
Enhancing Few-Shot Class-Incremental Learning via Training-Free Bi-Level Modality CalibrationCode1
Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning—0
Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation—0
Attraction Diminishing and Distributing for Few-Shot Class-Incremental Learning—0
SEC-Prompt:SEmantic Complementary Prompting for Few-Shot Class-Incremental Learning—0
Breaking Fine-Grained Classification Barriers with Cost-Free Data in Few-Shot Class-Incremental Learning—0
AnchorInv: Few-Shot Class-Incremental Learning of Physiological Signals via Representation Space Guided Inversion—0
CALA: A Class-Aware Logit Adapter for Few-Shot Class-Incremental Learning—0
On Distilling the Displacement Knowledge for Few-Shot Class-Incremental Learning—0
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