Haw-Shiuan Chang
Haw-Shiuan Chang
School of Computer Science, UMass, Amherst
Verified email at cs.umass.edu - Homepage
Title
Cited by
Cited by
Year
Active bias: Training more accurate neural networks by emphasizing high variance samples
HS Chang, E Learned-Miller, A McCallum
Advances in Neural Information Processing Systems, 1002-1012, 2017
1032017
Exploring visual and motion saliency for automatic video object extraction
WT Li, HS Chang, KC Lien, HT Chang, YCF Wang
IEEE transactions on image processing 22 (7), 2600-2610, 2013
682013
Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection
HS Chang, ZY Wang, L Vilnis, A McCallum
Proceedings of the 2018 Conference of the North American Chapter of the …, 2018
41*2018
Optimizing the decomposition for multiple foreground cosegmentation
HS Chang, YCF Wang
Computer Vision and Image Understanding 141, 18-27, 2015
202015
The materials science procedural text corpus: Annotating materials synthesis procedures with shallow semantic structures
S Mysore, Z Jensen, E Kim, K Huang, HS Chang, E Strubell, J Flanigan, ...
arXiv preprint arXiv:1905.06939, 2019
182019
Automatically extracting action graphs from materials science synthesis procedures
S Mysore, E Kim, E Strubell, A Liu, HS Chang, S Kompella, K Huang, ...
arXiv preprint arXiv:1711.06872, 2017
142017
Active learning for crowdsourced QoE modeling
HS Chang, CF Hsu, T Hoßfeld, KT Chen
IEEE Transactions on Multimedia 20 (12), 3337-3352, 2018
112018
Modeling Exercise Relationships in E-Learning: A Unified Approach
HS Chang, HJ Hsu, KT Chen
International Conference on Educational Data Mining (EDM), 2015
102015
Superpixel-based large displacement optical flow
HS Chang, YCF Wang
2013 IEEE International Conference on Image Processing, 3835-3839, 2013
102013
Inorganic materials synthesis planning with literature-trained neural networks
E Kim, Z Jensen, A van Grootel, K Huang, M Staib, S Mysore, HS Chang, ...
Journal of Chemical Information and Modeling 60 (3), 1194-1201, 2020
82020
Extracting Multilingual Relations under Limited Resources: TAC 2016 Cold-Start KB construction and Slot-Filling using Compositional Universal Schema.
HS Chang, A Munir, A Liu, JTZ Wei, A Traylor, A Nagesh, N Monath, ...
TAC, 2016
82016
Efficient graph-based word sense induction by distributional inclusion vector embeddings
HS Chang, A Agrawal, A Ganesh, A Desai, V Mathur, A Hough, ...
arXiv preprint arXiv:1804.03257, 2018
72018
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types
XL Dong, X He, A Kan, X Li, Y Liang, J Ma, YE Xu, C Zhang, T Zhao, ...
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
32020
Using error decay prediction to overcome practical issues of deep active learning for named entity recognition
HS Chang, S Vembu, S Mohan, R Uppaal, A McCallum
Machine Learning 109 (9), 1749-1778, 2020
2020
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types
X Luna Dong, X He, A Kan, X Li, Y Liang, J Ma, YE Xu, C Zhang, T Zhao, ...
arXiv e-prints, arXiv: 2006.13473, 2020
2020
Overcoming Practical Issues of Deep Active Learning and its Applications on Named Entity Recognition
HS Chang, S Vembu, S Mohan, R Uppaal, A McCallum
arXiv preprint arXiv:1911.07335, 2019
2019
Learning Multi-facet Embeddings of Phrases and Sentences using Sparse Coding for Unsupervised Semantic Applications
HS Chang, A Agrawal, A McCallum
2019
Simple-to-Complex Discriminative Clustering for Hierarchical Image Segmentation
HS Chang, YCF Wang
Asian Conference on Computer Vision (ACCV), 2014
2014
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Articles 1–18