PEOPLE

Konstantinos Kallidromitis Konstantinos Kallidromitis

Konstantinos Kallidromitis

M.Sc. in Computer Engineering
AI Laboratory, Panasonic R&D Company of America

専門は、ディープラーニングによる時系列データ処理。時系列データのアノテーションコストを下げるためのプロジェクトに携わる。興味のあるトピックはNeural Process, Contrastive Learning, Self-supervised Learning。

※所属についてはインタビュー当時の所属部署となります

学会発表・論文

  • The Thirteenth International Conference on Learning Representations (ICLR2025)

    SegLLM: Multi-round Reasoning Segmentation

    XuDong Wang, Shaolun Zhang, Shufan Li, Konstantinos Kallidromitis, Kehan Li, Yusuke Kato, Kazuki Kozuka, Trevor Darrell
    arXiv: https://arxiv.org/abs/2410.18923

  • The 38th Annual Conference on Neural Information Processing Systems (NeurIPS2024)

    Aligning Diffusion Models by Optimizing Human Utility

    Shufan Li,Konstantinos Kallidromitis, Akash Gokul, Yusuke Kato, Kazuki Kozuka
    arXiv: https://arxiv.org/abs/2404.04465

  • The 41st International Conference on Machine Learning(ICML 2024)

    Hyperbolic Active Learning for Semantic Segmentation under Domain Shift

    Luca Franco, Paolo Mandica, Konstantinos Kallidromitis, Devin Guillory, Yu-Teng Li, Trevor Darrell, Fabio Galasso
    arXiv: https://arxiv.org/abs/2306.11180

  • The 37th Annual Conference on Neural Information Processing Systems (NeurIPS 2023)

    Hierarchical Open-vocabulary Universal Image Segmentation

    Xudong Wang, Shufan Li, Konstantinos Kallidromitis, Yusuke Kato, Kazuki Kozuka, Trevor Darrell
    arXiv: https://arxiv.org/abs/2307.00764