Yuqing Hu
Yuqing Hu
Doctor in Signal, Image, Vision
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Leveraging the feature distribution in transfer-based few-shot learning
Y Hu, V Gripon, S Pateux
International Conference on Artificial Neural Networks, 487-499, 2021
EASY: Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with Simple Ingredients
Y Bendou, Y Hu, R Lafargue, G Lioi, B Pasdeloup, S Pateux, V Gripon
J. Imaging 2022 8 (7), 179, 2022
Squeezing Backbone Feature Distributions to the Max for Efficient Few-Shot Learning
Y Hu, V Gripon, S Pateux
Algorithms 2022 15 (5), 147, 2022
Exploiting unsupervised inputs for accurate few-shot classification
Y Hu, V Gripon, S Pateux
arXiv preprint arXiv:2001.09849 2, 2020
Graph-based interpolation of feature vectors for accurate few-shot classification
Y Hu, V Gripon, S Pateux
2020 25th International Conference on Pattern Recognition (ICPR), 8164-8171, 2021
Adaptive dimension reduction and variational inference for transductive few-shot classification
Y Hu, S Pateux, V Gripon
International Conference on Artificial Intelligence and Statistics, 5899-5917, 2023
Improving classification accuracy with graph filtering
M Hamidouche, C Lassance, Y Hu, L Drumetz, B Pasdeloup, V Gripon
2021 IEEE International Conference on Image Processing (ICIP), 334-338, 2021
Algorithms and feature preprocessing for transductive few-shot image classification
Y Hu
Ecole nationale supérieure Mines-Télécom Atlantique, 2022
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