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Official Repository for the paper "Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction" ICML 2021

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Early-Stage Feature Reconstruction (ESFR)

Dong Hoon Lee, Sae-Young Chung, Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction for Few-Shot Classification, ICML 2021

Dependencies

This code requires the following:

tensorflow >= 2.0.0
numpy
tqdm

Usage

For details, see the arguments inside run.py

  • Testing BD-CSPN + ESFR on mini-ImageNet/WidResNet/1-shot
python run.py --shot 1 --dataset mini --architecture WidResNet

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Official Repository for the paper "Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction" ICML 2021

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