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few-shot-image-classification-on-dirichlet-1

Few-Shot Image Classification
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PaperCode1:1 AccuracyModelNameReleaseDate
Adaptive Dimension Reduction and Variational Inference for Transductive Few-Shot Classification83.6BAVARDAGE2022-09-18
Realistic Evaluation of Transductive Few-Shot Learning✓ Link82.5\alpha-TIM2022-04-24
Laplacian Regularized Few-Shot Learning✓ Link81.6Laplacian-Shot2020-06-28
Prototype Rectification for Few-Shot Learning✓ Link80.2BDCSPN2019-11-25
SimpleShot: Revisiting Nearest-Neighbor Classification for Few-Shot Learning✓ Link80.1Simpleshot2019-11-12
A Closer Look at Few-shot Classification✓ Link79.7Baseline++2019-04-08
A Baseline for Few-Shot Image Classification✓ Link74.8Entropy Minimization2019-09-06
Prototypical Networks for Few-shot Learning✓ Link74.2ProtoNet2017-03-15
Instance Credibility Inference for Few-Shot Learning✓ Link73.5LR-ICI2020-03-26
Leveraging the Feature Distribution in Transfer-based Few-Shot Learning✓ Link67.1PT-MAP2020-06-06
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks✓ Link64.5MAML2017-03-09
Meta-Learning Probabilistic Inference For Prediction✓ Link61.9Versa2018-05-24
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