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Few-Shot Class-Incremental Learning

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Showing 51–100 of 118 papers

TitleStatusHype
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
Attraction Diminishing and Distributing for Few-Shot Class-Incremental Learning—0
Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation—0
Tripartite Weight-Space Ensemble 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
Class Balance Matters to Active Class-Incremental LearningCode0
Embedding Space Allocation with Angle-Norm Joint Classifiers for Few-Shot Class-Incremental Learning—0
Inductive Graph Few-shot Class Incremental Learning—0
An Efficient Memory Module for Graph Few-Shot Class-Incremental LearningCode0
Covariance-based Space Regularization for Few-shot Class Incremental LearningCode0
Foundation Model-Powered 3D Few-Shot Class Incremental Learning via Training-free AdaptorCode0
Few-Shot Class-Incremental Learning with Non-IID Decentralized Data—0
Knowledge Adaptation Network for Few-Shot Class-Incremental Learning—0
Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation—0
Compositional Few-Shot Class-Incremental LearningCode0
Few-shot Tuning of Foundation Models for Class-incremental LearningCode0
Delve into Base-Novel Confusion: Redundancy Exploration for Few-Shot Class-Incremental Learning—0
Few-Shot Class Incremental Learning via Robust Transformer ApproachCode0
Few Shot Class Incremental Learning using Vision-Language models—0
A Bag of Tricks for Few-Shot Class-Incremental Learning—0
Controllable Relation Disentanglement for Few-Shot Class-Incremental Learning—0
12 mJ per Class On-Device Online Few-Shot Class-Incremental LearningCode0
A streamlined Approach to Multimodal Few-Shot Class Incremental Learning for Fine-Grained DatasetsCode0
Contrastive Augmented Graph2Graph Memory Interaction for Few Shot Continual Learning—0
Few-Shot Class-Incremental Learning with Prior KnowledgeCode0
Bias Mitigating Few-Shot Class-Incremental Learning—0
PL-FSCIL: Harnessing the Power of Prompts for Few-Shot Class-Incremental LearningCode0
Enhanced Few-Shot Class-Incremental Learning via Ensemble Models—0
TLCE: Transfer-Learning Based Classifier Ensembles for Few-Shot Class-Incremental Learning—0
Evaluating Pretrained models for Deployable Lifelong Learning—0
Constructing Sample-to-Class Graph for Few-Shot Class-Incremental LearningCode0
Aggregated f-average Neural Network for Interpretable Ensembling—0
Image-Object-Specific Prompt Learning for Few-Shot Class-Incremental Learning—0
Few-shot Class-incremental Learning for Classification and Object Detection: A Survey—0
CBCL-PR: A Cognitively Inspired Model for Class-Incremental Learning in RoboticsCode0
Active Class Selection for Few-Shot Class-Incremental LearningCode0
Knowledge Transfer-Driven Few-Shot Class-Incremental LearningCode0
Balanced Supervised Contrastive Learning for Few-Shot Class-Incremental Learning—0
Evolving Dictionary Representation for Few-shot Class-incremental Learning—0
A Forward and Backward Compatible Framework for Few-shot Class-incremental Pill RecognitionCode0
A Survey on Few-Shot Class-Incremental Learning—0
Few-shot Class-incremental Learning for Cross-domain Disease Classification—0
MASIL: Towards Maximum Separable Class Representation for Few Shot Class Incremental Learning—0
Semantic-visual Guided Transformer for Few-shot Class-incremental Learning—0
Two-level Graph Network for Few-Shot Class-Incremental Learning—0
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