Sungbin Choi

Computer Science · Physical Sciences

9h-index640citations24works0.02yr avg
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Research Topics

Topic Modeling(8), Biomedical Text Mining and Ontologies(8), Information Retrieval and Search Behavior(5), Advanced Image and Video Retrieval Techniques(5), Image Retrieval and Classification Techniques(5)

Publications24 total

Traffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes
arXiv (Cornell University)·2022· 10 citedOpen Access
UNet based future weather prediction on Weather4cast 2021 stage 2
2021 IEEE International Conference on Big Data (Big Data)·2021· 3 cited
Utilizing UNet for the future traffic map prediction task Traffic4cast challenge 2020
arXiv (Cornell University)·2020· 10 citedOpen Access
Traffic map prediction using UNet based deep convolutional neural network
arXiv (Cornell University)·2019· 6 citedOpen Access
Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results From the MICCAI 2015 Endoscopic Vision Challenge
IEEE Transactions on Medical Imaging·2017· 412 citedOpen Access
Visual perception of light intensity in Drosophila melanogaster wild type and ort1 mutants
Expedition·2015
SNUMedinfo at CLEF BioASQ 2015.
CLEF (Working Notes)·2015· 2 cited
X-ray image body part clustering using deep convolutional neural network: SNUMedinfo at ImageCLEF 2015 medical clustering task
CLEF (Working Notes)·2015· 9 cited
Retrieval of Non-rigid (textured) Shapes Using Low Quality 3D Models
Eurographics·2015· 5 citedOpen Access
Plant identification with deep convolutional neural network: SNUMedinfo at LifeCLEF plant identification task 2015
CLEF (Working Notes)·2015· 31 cited
Multimodal Medical Case-Based Retrieval on the Radiology Image and Report: SNUMedinfo at VISCERAL Retrieval Benchmark
Lecture notes in computer science·2015· 7 cited
SHREC15 Track: Retrieval of non-rigid (textured) shapes using low quality 3D models
2015
Fish identification in underwater video with deep convolutional neural network: SNUMedinfo at LifeCLEF fish task 2015
CLEF (Working Notes)·2015· 33 cited
SNUMedinfo at TREC Web Track 2014
Text REtrieval Conference·2014
SNUMedinfo at TREC CDS Track 2014: Medical Case-based Retrieval Task
2014· 21 cited
Exploring effective information retrieval technique for the medical web documents: SNUMedinfo at CLEFeHealth2014 Task 3
2014· 14 cited
Classification and retrieval of biomedical literatures: SNUMedinfo at CLEF QA track BioASQ 2014
Cross-Language Evaluation Forum·2014· 8 cited
Semantic concept-enriched dependence model for medical information retrieval
Journal of Biomedical Informatics·2013· 37 cited
SNUMedinfo at CLEF eHealth2013 task 3
2013· 6 cited
Optimal Stock Model for War Reserve Ammunition
The Quarterly Journal of Defense Policy Studies·2013
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Frequent Co-authors

Jinwook Choi(6), Sooyoung Yoo(3), Jinwook Choi(3), Andrea Giachetti(2), Francesco Farina(2), Francesco Fornasa(2), Atsushi Tatsuma(2), Chika Sanada(2), Masaki Aono(2), Silvia Biasotti(2), Andrea Cerri(2), Jorge Bernal(1), Nima Tajkbaksh(1), F. Javier Sánchez(1), Bogdan J. Matuszewski(1), Hao Chen(1), Lequan Yu(1), Quentin Angermann(1), Olivier Romain(1), B. M. Rustad(1)