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 | 154 | 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 | 46 | 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 | 27 | 2022 |
Exploiting unsupervised inputs for accurate few-shot classification Y Hu, V Gripon, S Pateux arXiv preprint arXiv:2001.09849 2, 2020 | 27 | 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 | 17 | 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 | 6 | 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 | 3 | 2021 |
Algorithms and feature preprocessing for transductive few-shot image classification Y Hu Ecole nationale supérieure Mines-Télécom Atlantique, 2022 | | 2022 |