Sungbin Choi

25 papers Journal 6Unranked 19
YearRankTypeTitle / Venue / Authors
2022 J jnl
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes.
CoRR
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 Le 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
2021 — conf
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes.
NeurIPS (Competition and Demos)
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 Le 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
2021 — conf
UNet based future weather prediction on Weather4cast 2021 stage 2.
IEEE BigData
Sungbin Choi
2021 — conf
Utilizing UNet for the Future Weather Prediction: Weather4cast 2021.
CIKM Workshops
Sungbin Choi
2020 J jnl
Utilizing UNet for the future traffic map prediction task Traffic4cast challenge 2020.
CoRR
Sungbin Choi
2019 J jnl
Traffic map prediction using UNet based deep convolutional neural network.
CoRR
Sungbin Choi
2017 J jnl
Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results From the MICCAI 2015 Endoscopic Vision Challenge.
IEEE Trans. Medical Imaging
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
2015 — conf
Fish Identification in Underwater Video with Deep Convolutional Neural Network: SNUMedinfo at LifeCLEF Fish task 2015.
CLEF (Working Notes)
Sungbin Choi
2015 — conf
Multimodal Medical Case-Based Retrieval on the Radiology Image and Report: SNUMedinfo at VISCERAL Retrieval Benchmark.
MRDM@ECIR
Sungbin Choi
2015 — conf
Non-rigid 3D Shape Retrieval.
3DOR@Eurographics
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
2015 — conf
Plant Identification with Deep Convolutional Neural Network: SNUMedinfo at LifeCLEF Plant Identification Task 2015.
CLEF (Working Notes)
Sungbin Choi
2015 — conf
Range Scans based 3D Shape Retrieval.
3DOR@Eurographics
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
2015 — conf
Retrieval of Non-rigid (textured) Shapes Using Low Quality 3D Models.
3DOR@Eurographics
Andrea Giachetti, Francesco Farina, Francesco Fornasa, Atsushi Tatsuma, Chika Sanada, Masaki Aono, Silvia Biasotti, Andrea Cerri, Sungbin Choi
2015 — conf
SNUMedinfo at CLEF BioASQ 2015.
CLEF (Working Notes)
Sungbin Choi
2015 — conf
Scalability of Non-Rigid 3D Shape Retrieval.
3DOR@Eurographics
Ivan Sipiran, Benjamin Bustos, Tobias Schreck, Alexander M. Bronstein, Sungbin Choi, Long Lai, Haisheng Li, Roee Litman, Li Sun
2015 — conf
X-ray Image Body Part Clustering using Deep Convolutional Neural Network: SNUMedinfo at ImageCLEF 2015 Medical Clustering Task.
CLEF (Working Notes)
Sungbin Choi
2014 — conf
Classification and Retrieval of Biomedical Literatures: SNUMedinfo at CLEF QA track BioASQ 2014.
CLEF (Working Notes)
Sungbin Choi, Jinwook Choi
2014 — conf
Exploring Effective Information Retrieval Technique for the Medical Web Documents: SNUMedinfo at CLEFeHealth2014 Task 3.
CLEF (Working Notes)
Sungbin Choi, Jinwook Choi
2014 — conf
SNUMedinfo at TREC CDS track 2014: Medical case-based retrieval task.
TREC
Sungbin Choi, Jinwook Choi
2014 — conf
SNUMedinfo at TREC Web track 2014.
TREC
Sungbin Choi, Jinwook Choi
2014 J jnl
Semantic concept-enriched dependence model for medical information retrieval.
J. Biomed. Informatics
Sungbin Choi, Jinwook Choi, Sooyoung Yoo, Heechun Kim, Youngho Lee
2013 — conf
SNUMedinfo at CLEFeHealth2013 Task 3.
CLEF (Working Notes)
Sungbin Choi, Jinwook Choi
2013 — conf
SNUMedinfo at ImageCLEF 2013: Medical Retrieval Task.
CLEF (Working Notes)
Sungbin Choi, Jeongeun Lee, Jinwook Choi
2012 J jnl
Combining relevancy and methodological quality into a single ranking for evidence-based medicine.
Inf. Sci.
Sungbin Choi, Borim Ryu, Sooyoung Yoo, Jinwook Choi
2010 — conf
Clinical Task-Specific Query Expansion for the Retrieval of Scientifically Rigorous Research Documents.
MedInfo
Sooyoung Yoo, Jinwook Choi, Sungbin Choi