Doyi Kim

According to our database, Doyi Kim authored at least 16 papers between 2021 and 2026.

Collaborative distances:

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

2026

Query-Conditioned Test-Time Self-Training for Large Language Models.

Chaehee Song, Minseok Seo, Yeeun Seong, Doyi Kim, Changick Kim

CoRR, May, 2026

Efficiency vs Demand in AI Electricity: Implications for Post-AGI Scaling.

Doyi Kim, Jiseok Ahn, Haewon McJeon, Changick Kim

CoRR, March, 2026

Station2Radar: query conditioned gaussian splatting for precipitation field.

Doyi Kim, Minseok Seo, Changick Kim

CoRR, March, 2026

2025

Reducing SAR-EO Domain Gap via Semantic Alignment for SAR Segmentation.

Minseok Seo, Doyi Kim, Sohee Son

IEEE Access, 2025

Data-driven Precipitation Nowcasting Using Satellite Imagery.

Young-Jae Park, Doyi Kim, Minseok Seo, Hae-Gon Jeon, Yeji Choi

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Masked Autoregressive Model for Weather Forecasting.

Doyi Kim, Minseok Seo, Hakjin Lee, Junghoon Seo

CoRR, 2024

ACE Metric: Advection and Convection Evaluation for Accurate Weather Forecasting.

Doyi Kim, Minseok Seo, Yeji Choi

CoRR, 2024

Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis Data.

Young-Jae Park, Minseok Seo, Doyi Kim, Hyeri Kim, Sanghoon Choi, Beomkyu Choi, Jeongwon Ryu, Sohee Son, Hae-Gon Jeon, Yeji Choi

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Probabilistic Weather Forecasting with Deterministic Guidance-Based Diffusion Model.

Donggeun Yoon, Minseok Seo, Doyi Kim, Yeji Choi, Donghyeon Cho

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Deterministic Guidance Diffusion Model for Probabilistic Weather Forecasting.

Donggeun Yoon, Minseok Seo, Doyi Kim, Yeji Choi, Donghyeon Cho

CoRR, 2023

Prototype-oriented Unsupervised Change Detection for Disaster Management.

Youngtack Oh, Minseok Seo, Doyi Kim, Junghoon Seo

CoRR, 2023

Improved Flood Insights: Diffusion-Based SAR to EO Image Translation.

Minseok Seo, Youngtack Oh, Doyi Kim, Dongmin Kang, Yeji Choi

CoRR, 2023

Implicit Stacked Autoregressive Model for Video Prediction.

Minseok Seo, Hakjin Lee, Doyi Kim, Junghoon Seo

CoRR, 2023

2022

Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift.

Minseok Seo, Doyi Kim, Seungheon Shin, Eunbin Kim, Sewoong Ahn, Yeji Choi

CoRR, 2022

Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network.

Minseok Seo, Doyi Kim, Seungheon Shin, Eunbin Kim, Sewoong Ahn, Yeji Choi

CoRR, 2022

2021

Weather4cast at NeurIPS 2022: Super-Resolution Rain Movie Prediction under Spatio-temporal Shifts.

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

Proceedings of the NeurIPS 2022 Competition Track, 2021