Sungbin Choi

According to our database, Sungbin Choi authored at least 24 papers between 2010 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes.

Christian Eichenberger, Moritz Neun, Henry Martin, Pedro Herruzo, Markus Spanring, Yichao Lu, Sungbin Choi, Vsevolod Konyakhin, Nina Lukashina, Aleksei Shpilman, Nina Wiedemann, Martin Raubal, Bo Wang, Hai L. Vu, Reza Mohajerpoor, Chen Cai, Inhi Kim, Luca Hermes, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Jay Santokhi, Dylan Hillier, Yiming Yang, Joned Sarwar, Anna Jordan, Emil Hewage, David Jonietz, Fei Tang, Aleksandra Gruca, Michael Kopp, David P. Kreil, Sepp Hochreiter

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

Utilizing UNet for the Future Weather Prediction: Weather4cast 2021.

Sungbin Choi

Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021

UNet based future weather prediction on Weather4cast 2021 stage 2.

Sungbin Choi

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Utilizing UNet for the future traffic map prediction task Traffic4cast challenge 2020.

Sungbin Choi

CoRR, 2020

2019

Traffic map prediction using UNet based deep convolutional neural network.

Sungbin Choi

CoRR, 2019

2017

Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results From the MICCAI 2015 Endoscopic Vision Challenge.

Jorge Bernal, Nima Tajkbaksh, Francisco Javier Sánchez, Bogdan J. Matuszewski, Hao Chen, Lequan Yu, Quentin Angermann, Olivier Romain, Bjorn Rustad, Ilangko Balasingham, Konstantin Pogorelov, Sungbin Choi, Quentin Debard, Lena Maier-Hein, Stefanie Speidel, Danail Stoyanov, Patrick Brandao, Henry Córdova, Cristina Sánchez-Montes, Suryakanth R. Gurudu, Gloria Fernández-Esparrach, Xavier Dray, Jianming Liang, Aymeric Histace

IEEE Trans. Medical Imaging, 2017

2015

Multimodal Medical Case-Based Retrieval on the Radiology Image and Report: SNUMedinfo at VISCERAL Retrieval Benchmark.

Sungbin Choi

Proceedings of the Multimodal Retrieval in the Medical Domain, 2015

SNUMedinfo at CLEF BioASQ 2015.

Sungbin Choi

Proceedings of the Working Notes of CLEF 2015, 2015

Fish Identification in Underwater Video with Deep Convolutional Neural Network: SNUMedinfo at LifeCLEF Fish task 2015.

Sungbin Choi

Proceedings of the Working Notes of CLEF 2015, 2015

Plant Identification with Deep Convolutional Neural Network: SNUMedinfo at LifeCLEF Plant Identification Task 2015.

Sungbin Choi

Proceedings of the Working Notes of CLEF 2015, 2015

X-ray Image Body Part Clustering using Deep Convolutional Neural Network: SNUMedinfo at ImageCLEF 2015 Medical Clustering Task.

Sungbin Choi

Proceedings of the Working Notes of CLEF 2015, 2015

Scalability of Non-Rigid 3D Shape Retrieval.

Ivan Sipiran, Benjamin Bustos, Tobias Schreck, Alexander M. Bronstein, Sungbin Choi, Long Lai, Haisheng Li, Roee Litman, Li Sun

Proceedings of the 8th Eurographics Workshop on 3D Object Retrieval, 2015

Non-rigid 3D Shape Retrieval.

Zhouhui Lian, J. Zhang, Sungbin Choi, Hanan ElNaghy, Jihad El-Sana, Takahiko Furuya, Andrea Giachetti, Riza Alp Güler, Long Lai, C. Li, Haisheng Li, Frederico A. Limberger, Ralph R. Martin, Rafael Umino Nakanishi, Afonso Neto, Luis Gustavo Nonato, Ryutarou Ohbuchi, Kirill Pevzner, David Pickup, Paul L. Rosin, Andrei Sharf, Li Sun, Xianfang Sun, Sibel Tari, Gözde B. Ünal, Richard C. Wilson

Proceedings of the 8th Eurographics Workshop on 3D Object Retrieval, 2015

Range Scans based 3D Shape Retrieval.

Afzal Godil, Helin Dutagaci, Benjamin Bustos, Sungbin Choi, Suchuan Dong, Takahiko Furuya, Haisheng Li, Norman Link, A. Moriyama, Rafael Meruane, Ryutarou Ohbuchi, Dietrich Paulus, Tobias Schreck, Viktor Seib, Ivan Sipiran, Huarui Yin, C. Zhang

Proceedings of the 8th Eurographics Workshop on 3D Object Retrieval, 2015

Retrieval of Non-rigid (textured) Shapes Using Low Quality 3D Models.

Andrea Giachetti, Francesco Farina, Francesco Fornasa, Atsushi Tatsuma, Chika Sanada, Masaki Aono, Silvia Biasotti, Andrea Cerri, Sungbin Choi

Proceedings of the 8th Eurographics Workshop on 3D Object Retrieval, 2015

2014

Semantic concept-enriched dependence model for medical information retrieval.

Sungbin Choi, Jinwook Choi, Sooyoung Yoo, Heechun Kim, Youngho Lee

J. Biomed. Informatics, 2014

SNUMedinfo at TREC Web track 2014.

Sungbin Choi, Jinwook Choi

Proceedings of The Twenty-Third Text REtrieval Conference, 2014

SNUMedinfo at TREC CDS track 2014: Medical case-based retrieval task.

Sungbin Choi, Jinwook Choi

Proceedings of The Twenty-Third Text REtrieval Conference, 2014

Classification and Retrieval of Biomedical Literatures: SNUMedinfo at CLEF QA track BioASQ 2014.

Sungbin Choi, Jinwook Choi

Proceedings of the Working Notes for CLEF 2014 Conference, 2014

Exploring Effective Information Retrieval Technique for the Medical Web Documents: SNUMedinfo at CLEFeHealth2014 Task 3.

Sungbin Choi, Jinwook Choi

Proceedings of the Working Notes for CLEF 2014 Conference, 2014

2013

SNUMedinfo at ImageCLEF 2013: Medical Retrieval Task.

Sungbin Choi, Jeongeun Lee, Jinwook Choi

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

SNUMedinfo at CLEFeHealth2013 Task 3.

Sungbin Choi, Jinwook Choi

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

2012

Combining relevancy and methodological quality into a single ranking for evidence-based medicine.

Sungbin Choi, Borim Ryu, Sooyoung Yoo, Jinwook Choi

Inf. Sci., 2012

2010

Clinical Task-Specific Query Expansion for the Retrieval of Scientifically Rigorous Research Documents.

Sooyoung Yoo, Jinwook Choi, Sungbin Choi

Proceedings of the MEDINFO 2010, 2010