Concepedia

Jiamei Sun

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Statistics

Publications

4

Citations

157

H-Index

4

Active since

2017

Affiliations

Singapore University of Technology and Design(Current)

Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute

Jiamei Sun is an author at Singapore University of Technology and Design specializing in engineering, deep learning, and machine learning.

Top concepts

EngineeringData ScienceDeep LearningMachine LearningComputer ScienceDomain AdaptationFew-shot LearningPattern RecognitionNatural Language ProcessingMedicine

Publications per year

2017–2021

4

Publications

4

Explanation-Guided Training for Cross-Domain Few-Shot Classification

Jiamei Sun, Sebastian Lapuschkin, Wojciech Samek et al. · 2021 · 65 citations

Natural Language Processing, Few-shot Learning, Explanation-guided Training +13

Comparison of deep learning architectures for H&E histopathology images

Jiamei Sun, Alexander Binder · 2017 · 39 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Explain and improve: LRP-inference fine-tuning for image captioning models

Jiamei Sun, Sebastian Lapuschkin, Wojciech Samek et al. · Information Fusion · 2021 · 34 citations · Full text

Explanation-Guided Training for Cross-Domain Few-Shot Classification

Jiamei Sun, Sebastian Lapuschkin, Wojciech Samek et al. · arXiv (Cornell University) · 2020 · 19 citations · Full text

Natural Language Processing, Few-shot Learning, Explanation-guided Training +13

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