Shell Xu Hu - Concepedia

Concepedia

Author

Shell Xu Hu

École nationale des ponts et chaussées

Also Known As

Ferreira, Fabio, Hu, Shell X., Hu, Shell Xu, Massiceti, Daniela, Shell Hu, Shell Xu Hu

28

Publications

1.1K

Citations

10

H-Index

27

Concepts

All Affiliations

École nationale des ponts et chaussées Laboratoire d'Informatique Gaspard-Monge KU Leuven Université Gustave Eiffel Samsung (United States)

SX

About

Shell Xu Hu is an author at École nationale des ponts et chaussées specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	7	7	992
2	Computer Science	7	7	992
3	Data Science	6	6	973
4	Artificial Intelligence	4	4	909
5	Computer Engineering	2	2	674

Shell Xu Hu

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10

Publications

1.1K

Citations

10

H-Index

	Year	Citations
Variational Information Distillation for Knowledge Transfer Sungsoo Ahn, Shell Xu Hu, Andreas Damianou, Artificial IntelligenceTeacher Neural NetworkConvolutional Neural NetworkEngineeringMachine Learning	2019	639
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, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Artificial IntelligenceFew-shot LearningConvolutional Neural NetworkEngineeringMachine Learning	2022	154
Empirical Bayes Transductive Meta-Learning with Synthetic Gradients Shell Xu Hu, Pablo García Moreno, Yang Xiao, arXiv (Cornell University) Artificial IntelligenceFew-shot LearningStructured PredictionEngineeringMachine Learning	2020	81
Boosting Co-teaching with Compression Regularization for Label Noise Yingyi Chen, Xi Shen, Shell Xu Hu, Multiple Instance LearningEngineeringMachine LearningLabel NoiseImage Classification	2021	43
Variational Information Distillation for Knowledge Transfer Sung Soo Ahn, Shell Xu Hu, Andreas Damianou, arXiv (Cornell University) Artificial IntelligenceTeacher Neural NetworkConvolutional Neural NetworkEngineeringMachine Learning	2019	35
Compressing Features for Learning With Noisy Labels Yingyi Chen, Shell Xu Hu, Xi Shen, IEEE Transactions on Neural Networks and Learning Systems	2022	28
Re-ranking for image retrieval and transductive few-shot classification Xi Shen, Yang Xiao, Shell Xu Hu, HAL (Le Centre pour la Communication Scientifique Directe) Few-shot LearningTransductive Few-shot ClassificationMachine VisionMachine LearningInformation Retrieval	2021	21
Exploring weight symmetry in deep neural networks Shell Xu Hu, Sergey Zagoruyko, Nikos Komodakis Computer Vision and Image Understanding Convolutional Neural NetworkEngineeringMachine LearningComputer ScienceDeep Learning	2019	19
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, arXiv (Cornell University)	2022	18
Strong Baselines for Parameter-Efficient Few-Shot Fine-Tuning Samyadeep Basu, Shell Xu Hu, Daniela Massiceti, Proceedings of the AAAI Conference on Artificial Intelligence	2024	15

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