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Michael Ryoo

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Michael Ryoo

    20052026

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    • Advancing Multi-Robot Networks via MLLM-Driven Sensing, Communication, and Computation: A Comprehensive Survey

      Yang, H. J., Lee, H., Shim, K., Kwak, J., Kim, H., Kim, D., Ngo, K. A., Ryu, S., Choi, J., Kim, Y., Moon, C., Ryoo, M. & Shim, B., 2026, In: IEEE Communications Surveys and Tutorials. 28, p. 5833-5871 39 p.

      Research output: Contribution to journal › Review article › peer-review

      2 Scopus citations

    • SMILE: A Composite Lexical-Semantic Metric for Question-Answering Evaluation

      Kendre, S., Xu, A., Zhou, H., Ryoo, M. S., Joty, S. & Niebles, J. C., 2026, In: Transactions on Machine Learning Research. 2026-January

      Research output: Contribution to journal › Article › peer-review

      1 Scopus citations

    • Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA

      Park, J., Ranasinghe, K., Kahatapitiya, K., Ryu, W., Kim, D. & Ryoo, M. S., 2026, Long Papers. Demberg, V., Inui, K. & Marquez Villodre, L. (eds.). Association for Computational Linguistics (ACL), p. 3569-3588 20 p. (EACL 2026 - 19th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Vol. 1 - (Long Papers); vol. 1).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      Open Access
      1 Scopus citations

    • BLIP-3: A Family of Open Large Multimodal Models

      Xue, L., Shu, M., Awadalla, A., Wang, J., Yan, A., Purushwalkam, S., Zhou, H., Prabhu, V., Dai, Y., Ryoo, M. S., Kendre, S., Zhang, J., Tseng, S., Lujan-Moreno, G. A., Olson, M. L., Hinck, M., Cobbley, D., Lal, V., Qin, C. & Zhang, S. & 13 others, Chen, C. C., Yu, N., Tan, J., Awalgaonkar, T. M., Heinecke, S., Wang, H., Choi, Y., Schmidt, L., Chen, Z., Savarese, S., Niebles, J. C., Xiong, C. & Xu, R., 2025, Proceedings - 2025 IEEE/CVF International Conference on Computer Vision Workshops, ICCV-W 2025. Institute of Electrical and Electronics Engineers Inc., p. 6183-6194 12 p. (Proceedings - 2025 IEEE/CVF International Conference on Computer Vision Workshops, ICCV-W 2025).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      7 Scopus citations

    • CoPT: Unsupervised Domain Adaptive Segmentation Using Domain-Agnostic Text Embeddings

      Mata, C., Ranasinghe, K. & Ryoo, M. S., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 424-440 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) ; vol. 15120 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      10 Scopus citations
    View all 134 Research outputs