Doyi Kim

17 papers A* 2Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficiency vs Demand in AI Electricity: Implications for Post-AGI Scaling.
CoRR
Doyi Kim, Jiseok Ahn, Haewon McJeon, Changick Kim
2026 J jnl
Station2Radar: query conditioned gaussian splatting for precipitation field.
CoRR
Doyi Kim, Minseok Seo, Changick Kim
2025 A* conf
Data-driven Precipitation Nowcasting Using Satellite Imagery.
AAAI
Young-Jae Park, Doyi Kim, Minseok Seo, Hae-Gon Jeon, Yeji Choi
2025 J jnl
Reducing SAR-EO Domain Gap via Semantic Alignment for SAR Segmentation.
IEEE Access
Minseok Seo, Doyi Kim, Sohee Son
2024 J jnl
ACE Metric: Advection and Convection Evaluation for Accurate Weather Forecasting.
CoRR
Doyi Kim, Minseok Seo, Yeji Choi
2024 J jnl
Data-driven Precipitation Nowcasting Using Satellite Imagery.
CoRR
Young-Jae Park, Doyi Kim, Minseok Seo, Hae-Gon Jeon, Yeji Choi
2024 A* conf
Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis Data.
ICLR
Young-Jae Park, Minseok Seo, Doyi Kim, Hyeri Kim, Sanghoon Choi, Beomkyu Choi, Jeongwon Ryu, Sohee Son, Hae-Gon Jeon, Yeji Choi
2024 J jnl
Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis Data.
CoRR
Young-Jae Park, Minseok Seo, Doyi Kim, Hyeri Kim, Sanghoon Choi, Beomkyu Choi, Jeongwon Ryu, Sohee Son, Hae-Gon Jeon, Yeji Choi
2024 J jnl
Masked Autoregressive Model for Weather Forecasting.
CoRR
Doyi Kim, Minseok Seo, Hakjin Lee, Junghoon Seo
2024 — conf
Probabilistic Weather Forecasting with Deterministic Guidance-Based Diffusion Model.
ECCV (30)
Donggeun Yoon, Minseok Seo, Doyi Kim, Yeji Choi, Donghyeon Cho
2023 J jnl
Deterministic Guidance Diffusion Model for Probabilistic Weather Forecasting.
CoRR
Donggeun Yoon, Minseok Seo, Doyi Kim, Yeji Choi, Donghyeon Cho
2023 J jnl
Implicit Stacked Autoregressive Model for Video Prediction.
CoRR
Minseok Seo, Hakjin Lee, Doyi Kim, Junghoon Seo
2023 J jnl
Improved Flood Insights: Diffusion-Based SAR to EO Image Translation.
CoRR
Minseok Seo, Youngtack Oh, Doyi Kim, Dongmin Kang, Yeji Choi
2023 J jnl
Prototype-oriented Unsupervised Change Detection for Disaster Management.
CoRR
Youngtack Oh, Minseok Seo, Doyi Kim, Junghoon Seo
2022 J jnl
Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift.
CoRR
Minseok Seo, Doyi Kim, Seungheon Shin, Eunbin Kim, Sewoong Ahn, Yeji Choi
2022 J jnl
Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network.
CoRR
Minseok Seo, Doyi Kim, Seungheon Shin, Eunbin Kim, Sewoong Ahn, Yeji Choi
2021 — conf
Weather4cast at NeurIPS 2022: Super-Resolution Rain Movie Prediction under Spatio-temporal Shifts.
NeurIPS (Competition and Demos)
Aleksandra Gruca, Federico Serva, Llorenç Lliso, Pilar Rípodas, Xavier Calbet, Pedro Herruzo, Jirí Pihrt, Rudolf Raevskiy, Petr Simánek, Matej Choma, Yang Li, Haiyu Dong, Yury Belousov, Sergey Polezhaev, Brian Pulfer, Minseok Seo, Doyi Kim, Seungheon Shin, Eunbin Kim, Sewoong Ahn, Yeji Choi, Jinyoung Park, Minseok Son, Seungju Cho, Inyoung Lee, Changick Kim, Taehyeon Kim, Shinhwan Kang, Hyeonjeong Shin, Deukryeol Yoon, Seongha Eom, Kijung Shin, Se-Young Yun, Bertrand Le Saux, Michael K. Kopp, Sepp Hochreiter, David P. Kreil