| Unsupervised change detection based on image reconstruction loss H Noh, J Ju, M Seo, J Park, DG Choi proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 62 | 2022 |
| Pt4al: Using self-supervised pretext tasks for active learning JSK Yi, M Seo, J Park, DG Choi European conference on computer vision, 596-612, 2022 | 60 | 2022 |
| VisDA 2022 challenge: Domain adaptation for industrial waste sorting D Bashkirova, S Mishra, D Lteif, P Teterwak, D Kim, F Alladkani, J Akl, ... NeurIPS 2022 Competition Track, 104-118, 2023 | 39* | 2023 |
| Self-pair: Synthesizing changes from single source for object change detection in remote sensing imagery M Seo, H Lee, Y Jeon, J Seo Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023 | 38 | 2023 |
| Masked autoregressive model for weather forecasting D Kim, M Seo, H Lee, J Seo arXiv preprint arXiv:2409.20117, 2024 | 32* | 2024 |
| Bidirectional domain mixup for domain adaptive semantic segmentation D Kim, M Seo, K Park, I Shin, S Woo, IS Kweon, DG Choi Proceedings of the AAAI conference on artificial intelligence 37 (1), 1114-1123, 2023 | 25* | 2023 |
| A self-supervised sampler for efficient action recognition: Real-world applications in surveillance systems M Seo, D Cho, S Lee, J Park, D Kim, J Lee, J Ju, H Noh, DG Choi IEEE Robotics and Automation Letters 7 (2), 1752-1759, 2021 | 24* | 2021 |
| Probabilistic weather forecasting with deterministic guidance-based diffusion model D Yoon, M Seo, D Kim, Y Choi, D Cho European Conference on Computer Vision, 108-124, 2024 | 20* | 2024 |
| Weather4cast at neurips 2022: Super-resolution rain movie prediction under spatio-temporal shifts A Gruca, F Serva, L Lliso, P Rípodas, X Calbet, P Herruzo, J Pihrt, ... NeurIPS 2022 competition track, 292-313, 2023 | 20 | 2023 |
| Improved Flood Insights: Diffusion-Based SAR-to-EO Image Translation M Seo, J Jung, DG Choi Remote Sensing 17 (13), 2260, 2025 | 16 | 2025 |
| Simple baseline for weather forecasting using spatiotemporal context aggregation network M Seo, D Kim, S Shin, E Kim, S Ahn, Y Choi arXiv preprint arXiv:2212.02952, 2022 | 12 | 2022 |
| CAFS: Class adaptive framework for semi-supervised semantic segmentation J Ju, H Noh, Y Wang, M Seo, DG Choi arXiv preprint arXiv:2303.11606, 2023 | 11* | 2023 |
| Domain generalization strategy to train classifiers robust to spatial-temporal shift M Seo, D Kim, S Shin, E Kim, S Ahn, Y Choi arXiv preprint arXiv:2212.02968, 2022 | 11 | 2022 |
| Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis Data YJ Park, M Seo, D Kim, H Kim, S Choi, B Choi, J Ryu, S Son, HG Jeon, ... The Twelfth International Conference on Learning Representations, 2023 | 8 | 2023 |
| Multi-task learning with task-specific feature filtering in low-data condition S Lee, R Lee, M Seo, J Park, H Noh, J Ju, R Jang, G Lee, M Choi, D Choi Electronics 10 (21), 2691, 2021 | 7 | 2021 |
| Intermediate and future frame prediction of geostationary satellite imagery with warp and refine network M Seo, Y Choi, H Ry, H Park, H Bae, H Lee, W Seo arXiv preprint arXiv:2303.04405, 2023 | 6 | 2023 |
| Sequential feature filtering classifier M Seo, J Lee, J Park, D Kim, DG Choi IEEE Access 9, 97068-97078, 2021 | 5* | 2021 |
| Data-driven Precipitation Nowcasting Using Satellite Imagery YJ Park, D Kim, M Seo, HG Jeon, Y Choi Proceedings of the AAAI Conference on Artificial Intelligence 39 (27), 28284 …, 2025 | 4 | 2025 |
| Prototype-oriented Unsupervised Change Detection for Disaster Management Y Oh, M Seo, D Kim, J Seo arXiv preprint arXiv:2310.09759, 2023 | 4 | 2023 |
| AIS-LLM: A Unified Framework for Maritime Trajectory Prediction, Anomaly Detection, and Collision Risk Assessment with Explainable Forecasting H Park, J Jung, M Seo, H Choi, D Cho, S Park, DG Choi arXiv preprint arXiv:2508.07668, 2025 | 3 | 2025 |
Dong-Geol ChoiHanbat National Univ.Verified email at hanbat.ac.kr
