Concepedia

Haw-Shiuan Chang

HC

18

Publications

953

Citations

13

H-Index

2013

Active since

Affiliations

University of Massachusetts Amherst(Current)

Research Center for Information Technology Innovation, Academia Sinica

Amherst College

Massachusetts Institute of Technology

Haw-Shiuan Chang is an author at University of Massachusetts Amherst specializing in engineering, data science, and natural language processing.

Top concepts

EngineeringData ScienceNatural Language ProcessingLanguageLinguisticsText MiningMachine LearningComputational LinguisticsCorpus LinguisticsMachine Translation

Publications per year

2013–2021

18

Publications

18

Exploring Visual and Motion Saliency for Automatic Video Object Extraction

Wei-Te Li, Haw-Shiuan Chang, Kuo-Chin Lien et al. · IEEE Transactions on Image Processing · 2013 · 170 citations

Scene Analysis, Image Analysis, Machine Vision +13

Active Bias: Training More Accurate Neural Networks by Emphasizing High Variance Samples

Haw-Shiuan Chang, Erik Learned-Miller, Andrew McCallum · Neural Information Processing Systems · 2017 · 154 citations

Artificial Intelligence, Neural Scaling Law, Data Augmentation +11

Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks

Edward Kim, Zach Jensen, Alexander van Grootel et al. · Journal of Chemical Information and Modeling · 2020 · 142 citations

Artificial Intelligence, Structured Prediction, Engineering +21

Active Bias: Training More Accurate Neural Networks by Emphasizing High Variance Samples

Haw-Shiuan Chang, Erik Learned-Miller, Andrew McCallum · arXiv (Cornell University) · 2017 · 130 citations · Full text

Artificial Intelligence, Neural Scaling Law, Data Augmentation +11

Xin Dong, Xiang He, Andrey Kan et al. · 2020 · 68 citations · Full text

Engineering, Business Intelligence, Graph Database +16

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