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Dive into the research topics where Daeho Um is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Enhancing Weakly Supervised Video Grounding via Diverse Inference Strategies for Boundary and Prediction Selection
Kim, S. & Um, D., 2025, In: Proceedings - IEEE International Conference on Advanced Video and Signal-Based Surveillance, AVSS. 2025Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations -
MarUCOD: Unknown but Concerned Object Detection in Maritime Environments
Yoon, H., Lee, Y., Lee, H., Um, D., Choi, H. S. & Choi, J. Y., 2025, Pattern Recognition - 27th International Conference, ICPR 2024, Proceedings. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). Springer Science and Business Media Deutschland GmbH, p. 253-268 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15317 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
PRIME: Deep Imbalanced Regression with Proxies
Lim, J., Lee, S., Um, D., Park, S. U. & Shin, J., 2025, In: Proceedings of Machine Learning Research. 267, p. 37705-37729 25 p.Research output: Contribution to journal › Conference article › peer-review
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Propagate and Inject: Revisiting Propagation-Based Feature Imputation for Graphs with Partially Observed Features
Um, D., Kim, S., Park, J., Lim, J., Ahn, S. J. & Park, S., 2025, In: Proceedings of Machine Learning Research. 267, p. 60530-60560 31 p.Research output: Contribution to journal › Conference article › peer-review
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RELATION-AWARE DIFFUSION FOR HETEROGENEOUS GRAPHS WITH PARTIALLY OBSERVED FEATURES
Um, D., Lee, Y., Park, J., Park, S., Yeo, Y. & Ahn, S. J., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 82792-82818 27 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations