Yuqing Hu

According to our database, Yuqing Hu authored at least 9 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Adaptive Dimension Reduction and Variational Inference for Transductive Few-Shot Classification.

Yuqing Hu, Stéphane Pateux, Vincent Gripon

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Algorithms and feature preprocessing for transductive few-shot image classification. (Algorithmes et prétraitement des caractéristiques pour la classification transductive d'images à partir de peu de données).

Yuqing Hu

PhD thesis, 2022

Easy - Ensemble Augmented-Shot-Y-Shaped Learning: State-of-the-Art Few-Shot Classification with Simple Components.

Yassir Bendou, Yuqing Hu, Raphaël Lafargue, Giulia Lioi, Bastien Pasdeloup, Stéphane Pateux, Vincent Gripon

J. Imaging, 2022

EASY: Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with Simple Ingredients.

Yassir Bendou, Yuqing Hu, Raphaël Lafargue, Giulia Lioi, Bastien Pasdeloup, Stéphane Pateux, Vincent Gripon

CoRR, 2022

Squeezing Backbone Feature Distributions to the Max for Efficient Few-Shot Learning.

Yuqing Hu, Stéphane Pateux, Vincent Gripon

Algorithms, 2022

2021

Improving Classification Accuracy With Graph Filtering.

Mounia Hamidouche, Carlos Lassance, Yuqing Hu, Lucas Drumetz, Bastien Pasdeloup, Vincent Gripon

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Leveraging the Feature Distribution in Transfer-Based Few-Shot Learning.

Yuqing Hu, Vincent Gripon, Stéphane Pateux

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020

Exploiting Unsupervised Inputs for Accurate Few-Shot Classification.

Yuqing Hu, Vincent Gripon, Stéphane Pateux

CoRR, 2020

Graph-based Interpolation of Feature Vectors for Accurate Few-Shot Classification.

Yuqing Hu, Vincent Gripon, Stéphane Pateux

Proceedings of the 25th International Conference on Pattern Recognition, 2020