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Few-Shot Class-Incremental Learning

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Showing 51–100 of 118 papers

TitleStatusHype
A Forward and Backward Compatible Framework for Few-shot Class-incremental Pill RecognitionCode0
PL-FSCIL: Harnessing the Power of Prompts for Few-Shot Class-Incremental LearningCode0
A streamlined Approach to Multimodal Few-Shot Class Incremental Learning for Fine-Grained DatasetsCode0
Foundation Model-Powered 3D Few-Shot Class Incremental Learning via Training-free AdaptorCode0
Few-Shot Class Incremental Learning via Robust Transformer ApproachCode0
Few-shot Tuning of Foundation Models for Class-incremental LearningCode0
Strategic Base Representation Learning via Feature Augmentations for Few-Shot Class Incremental Learning—0
Synthesized Feature Based Few-Shot Class-Incremental Learning on a Mixture of Subspaces—0
TLCE: Transfer-Learning Based Classifier Ensembles for Few-Shot Class-Incremental Learning—0
Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation—0
Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning—0
Two-level Graph Network for Few-Shot Class-Incremental Learning—0
Inductive Graph Few-shot Class Incremental Learning—0
A Bag of Tricks for Few-Shot Class-Incremental Learning—0
Adaptive Additive Parameter Updates of Vision Transformers for Few-Shot Continual Learning—0
Aggregated f-average Neural Network for Interpretable Ensembling—0
AnchorInv: Few-Shot Class-Incremental Learning of Physiological Signals via Representation Space Guided Inversion—0
A New Benchmark for Few-Shot Class-Incremental Learning: Redefining the Upper Bound—0
An experimental approach on Few Shot Class Incremental Learning—0
A Survey on Few-Shot Class-Incremental Learning—0
Attraction Diminishing and Distributing for Few-Shot Class-Incremental Learning—0
Balanced Supervised Contrastive Learning for Few-Shot Class-Incremental Learning—0
Bias Mitigating Few-Shot Class-Incremental Learning—0
Brain-inspired analogical mixture prototypes for few-shot class-incremental learning—0
Breaking Fine-Grained Classification Barriers with Cost-Free Data in Few-Shot Class-Incremental Learning—0
CALA: A Class-Aware Logit Adapter for Few-Shot Class-Incremental Learning—0
Contrastive Augmented Graph2Graph Memory Interaction for Few Shot Continual Learning—0
Controllable Forgetting Mechanism for Few-Shot Class-Incremental Learning—0
Controllable Relation Disentanglement for Few-Shot Class-Incremental Learning—0
Delve into Base-Novel Confusion: Redundancy Exploration for Few-Shot Class-Incremental Learning—0
Demystifying the Base and Novel Performances for Few-shot Class-incremental Learning—0
Diffusion Meets Few-shot Class Incremental Learning—0
Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches—0
Dual Embodied-Symbolic Concept Representations for Deep Learning—0
Embedding Space Allocation with Angle-Norm Joint Classifiers for Few-Shot Class-Incremental Learning—0
Enhanced Few-Shot Class-Incremental Learning via Ensemble Models—0
Evaluating Pretrained models for Deployable Lifelong Learning—0
Evolving Dictionary Representation for Few-shot Class-incremental Learning—0
Exemplar-Based Contrastive Self-Supervised Learning with Few-Shot Class Incremental Learning—0
Few-shot Class-incremental Learning for Classification and Object Detection: A Survey—0
Few-Shot Class-Incremental Learning For Efficient SAR Automatic Target Recognition—0
Few-shot Class-incremental Learning for Cross-domain Disease Classification—0
Few-Shot Class-Incremental Learning for Named Entity Recognition—0
Few Shot Class Incremental Learning using Vision-Language models—0
MgSvF: Multi-Grained Slow vs. Fast Framework for Few-Shot Class-Incremental Learning—0
Few-Shot Class-Incremental Learning with Non-IID Decentralized Data—0
FSCIL-SEI: Few-Shot Class-Incremental Learning Approach for Specific Emitter Identification—0
Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation—0
Image-Object-Specific Prompt Learning for Few-Shot Class-Incremental Learning—0
Incremental few-shot learning via vector quantization in deep embedded space—0
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