Enhancing Few-Shot Image Classification with Unlabelled Examples

Author:

Bateni Peyman1,Barber Jarred2,van de Meent Jan-Willem3,Wood Frank1

Affiliation:

1. University of British Columbia

2. Amazon

3. Northeastern University

Funder

United States Air Force

Publisher

IEEE

Reference59 articles.

1. Meta-learning for semi-supervised fewshot classification;ren;International Conference on Learning Representations (ICLR),2018

2. You Only Look Once: Unified, Real-Time Object Detection

3. Automated Flower Classification over a Large Number of Classes

4. On first-order meta-learning algorithms;nichol;CoRR,2018

5. Meta-learning with temporal convolutions;mishra;CoRR,2017

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2. Variational Neuron Shifting for Few-Shot Image Classification Across Domains;IEEE Transactions on Multimedia;2024

3. Cross-domain few-shot learning based on feature adaptive distillation;Neural Computing and Applications;2023-12-13

4. Omni-Training: Bridging Pre-Training and Meta-Training for Few-Shot Learning;IEEE Transactions on Pattern Analysis and Machine Intelligence;2023-12

5. MMT: Cross Domain Few-Shot Learning via Meta-Memory Transfer;IEEE Transactions on Pattern Analysis and Machine Intelligence;2023-12

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