Shell Xu Hu

Variational Information Distillation for Knowledge Transfer

Sungsoo Ahn, Shell Xu Hu, Andreas Damianou et al. · 2019 · 639 citations

Artificial Intelligence, Teacher Neural Network, Convolutional Neural Network +15

Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference

Shell Xu Hu, Da Li, Jan Stühmer et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 154 citations · Full text

Artificial Intelligence, Few-shot Learning, Convolutional Neural Network +18

Empirical Bayes Transductive Meta-Learning with Synthetic Gradients

Shell Xu Hu, Pablo García Moreno, Yang Xiao et al. · arXiv (Cornell University) · 2020 · 81 citations · Full text

Artificial Intelligence, Few-shot Learning, Structured Prediction +17

Boosting Co-teaching with Compression Regularization for Label Noise

Yingyi Chen, Xi Shen, Shell Xu Hu et al. · 2021 · 43 citations

Multiple Instance Learning, Engineering, Machine Learning +18

Variational Information Distillation for Knowledge Transfer

Sung Soo Ahn, Shell Xu Hu, Andreas Damianou et al. · arXiv (Cornell University) · 2019 · 35 citations · Full text

Artificial Intelligence, Teacher Neural Network, Convolutional Neural Network +15