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few-shot-image-classification-on-dirichlet

Few-Shot Image Classification
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PaperCode1:1 AccuracyModelNameReleaseDate
Adaptive Dimension Reduction and Variational Inference for Transductive Few-Shot Classification71.0BAVARDAGE2022-09-18
Realistic Evaluation of Transductive Few-Shot Learning✓ Link67.4\alpha-TIM2022-04-24
Prototype Rectification for Few-Shot Learning✓ Link67.0BD-CSPN2019-11-25
Laplacian Regularized Few-Shot Learning✓ Link65.4Laplacian-Shot2020-06-28
SimpleShot: Revisiting Nearest-Neighbor Classification for Few-Shot Learning✓ Link63.0Simpleshot2019-11-12
Leveraging the Feature Distribution in Transfer-based Few-Shot Learning✓ Link60.6PT-MAP2020-06-06
A Closer Look at Few-shot Classification✓ Link60.4Baseline ++2019-04-08
Instance Credibility Inference for Few-Shot Learning✓ Link58.7LR-ICI2020-03-26
A Baseline for Few-Shot Image Classification✓ Link58.5Entropy Minimization2019-09-06
Prototypical Networks for Few-shot Learning✓ Link53.6ProtoNet2017-03-15
Meta-Learning Probabilistic Inference For Prediction✓ Link47.8Versa2018-05-24
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks✓ Link47.6MAML2017-03-09
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