Sungbin Choi

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 7

Top Topics

Information Retrieval

Weather Prediction

Top Venues

CLEF (Working Notes)

Publications

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
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. CoRR (2022)
Sungbin Choi
UNet based future weather prediction on Weather4cast 2021 stage 2. IEEE BigData (2021)
Sungbin Choi
Utilizing UNet for the Future Weather Prediction: Weather4cast 2021. CIKM Workshops (2021)
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
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. NeurIPS (Competition and Demos) (2021)
Sungbin Choi
Utilizing UNet for the future traffic map prediction task Traffic4cast challenge 2020. CoRR (2020)
Sungbin Choi
Traffic map prediction using UNet based deep convolutional neural network. CoRR (2019)
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
Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results From the MICCAI 2015 Endoscopic Vision Challenge. IEEE Trans. Medical Imaging 36 (6) (2017)
Sungbin Choi
Plant Identification with Deep Convolutional Neural Network: SNUMedinfo at LifeCLEF Plant Identification Task 2015. CLEF (Working Notes) (2015)
Sungbin Choi
SNUMedinfo at CLEF BioASQ 2015. CLEF (Working Notes) (2015)
Andrea Giachetti, Francesco Farina, Francesco Fornasa, Atsushi Tatsuma, Chika Sanada, Masaki Aono, Silvia Biasotti, Andrea Cerri, Sungbin Choi
Retrieval of Non-rigid (textured) Shapes Using Low Quality 3D Models. 3DOR@Eurographics (2015)
Sungbin Choi
Fish Identification in Underwater Video with Deep Convolutional Neural Network: SNUMedinfo at LifeCLEF Fish task 2015. CLEF (Working Notes) (2015)
Sungbin Choi
Multimodal Medical Case-Based Retrieval on the Radiology Image and Report: SNUMedinfo at VISCERAL Retrieval Benchmark. MRDM@ECIR (2015)
Sungbin Choi
X-ray Image Body Part Clustering using Deep Convolutional Neural Network: SNUMedinfo at ImageCLEF 2015 Medical Clustering Task. CLEF (Working Notes) (2015)
Sungbin Choi, Jinwook Choi
Classification and Retrieval of Biomedical Literatures: SNUMedinfo at CLEF QA track BioASQ 2014. CLEF (Working Notes) (2014)
Sungbin Choi, Jinwook Choi, Sooyoung Yoo, Heechun Kim, Youngho Lee
Semantic concept-enriched dependence model for medical information retrieval. J. Biomed. Informatics 47 (2014)
Sungbin Choi, Jinwook Choi
SNUMedinfo at TREC CDS track 2014: Medical case-based retrieval task. TREC (2014)
Sungbin Choi, Jinwook Choi
SNUMedinfo at TREC Web track 2014. TREC (2014)
Sungbin Choi, Jinwook Choi
Exploring Effective Information Retrieval Technique for the Medical Web Documents: SNUMedinfo at CLEFeHealth2014 Task 3. CLEF (Working Notes) (2014)
Sungbin Choi, Jeongeun Lee, Jinwook Choi
SNUMedinfo at ImageCLEF 2013: Medical Retrieval Task. CLEF (Working Notes) (2013)
Sungbin Choi, Jinwook Choi
SNUMedinfo at CLEFeHealth2013 Task 3. CLEF (Working Notes) (2013)
Sungbin Choi, Borim Ryu, Sooyoung Yoo, Jinwook Choi
Combining relevancy and methodological quality into a single ranking for evidence-based medicine. Inf. Sci. 214 (2012)
Sooyoung Yoo, Jinwook Choi, Sungbin Choi
Clinical Task-Specific Query Expansion for the Retrieval of Scientifically Rigorous Research Documents. MedInfo (2010)