TRISTAN HASCOET

トリスタンハスコエト | Tristan Hascoet

所属機関・部署：
職名：助教

研究分野 (1件)：数理情報学

研究キーワード (6件)： AI 4 Science , Deep Learning Computational Efficiency , Optimization Algorithms , Hydrology , ゼローショット学習 , コンピュータービジョン

競争的資金等の研究課題 (3件)：

2021 - 2025 構音障がい者のカスタマイズドコミュニケーション基盤技術の創出
2020 - 2023 Scaling up CNN computations for data-intensive scientific applications
2019 - 2022 ゼロショットの一般物体認識ための意味表現開発

論文 (16件)：

Tristan Hascoet, Victor Pellet, Filipe Aires, Tetsuya Takiguchi. Learning Global Evapotranspiration Dataset Corrections from a Water Cycle Closure Supervision. Remote Sensing. 2023. 16. 1. 170-170
Christian Massari, Victor Pelle, Yves Tramblay, Wade T. Crow, Gaby J. Gründemann, Tristan Hascoe, Daniele Penna, Sara Modanesi, Luca Brocca, Stefania Camici, et al. On the relation between antecedent basin conditions and runoff coefficient for European floods. Journal of Hydrology. 2023. 625. 130012-130012
Weihao Zhuang, Tristan Hascoet, Xunquan Chen, Ryoichi Takashima, Tetsuya Takiguchi. Optical Flow Regularization of Implicit Neural Representations for Video Frame Interpolation. APSIPA Transactions on Signal and Information Processing. 2023. 12. 1
Weihao Zhuang, Tristan Hascoet, Xunquan Chen, Ryoichi Takashima, Tetsuya Takiguchi, Yasuo Ariki. Convolutional Neural Networks Inference Memory Optimization with Receptive Field-Based Input Tiling. APSIPA Transactions on Signal and Information Processing. 2023. 12. 1
Tristan Hascoet, Quentin Febvre, Weihao Zhuang, Yasuo Ariki, Tetsuya Takiguchi. Reversible designs for extreme memory cost reduction of CNN training. EURASIP J. Image Video Process. 2023. 2023. 1. 1-1

MISC (1件)：

中嶋, 彩也香, Xuejiao, Deng, Tristan, Hascoet, 高島, 遼一, 滝口, 哲也. Style Transferを用いた電子顕微鏡画像の合成. 第83回全国大会講演論文集. 2021. 2021. 1. 117-118

講演・口頭発表等 (5件)：

On zero-shot recognition of generic objects
(IEEE Conference on Computer Vision and Pattern Recognition 2019)
Policy entropy for super pixel agglomeration of neurite segmentation
(International Workshop on Frontiers of Computer Vision 2019)
Zero-shot learning using dictionary definitions
(International Workshop on Frontiers of Computer Vision 2018)
Investigation of the correlations between CNN visual features and word embeddings
(Second Workshop on Closing the Loop Between Vision and Language, International Conference on Computer Vision 2017)
Semantic web and zero-shot learning of large scale visual classes
(2017)

学歴 (2件)：

2016 - 現在神戸大学システム情報研究科博士
2009 - 2014 National Institute of Applied Science (INSA Lyon) Telecommunication Master Degree of Engineering

経歴 (2件)：

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