Tag: machine learning
Showing 18 posts
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Poster 2024.07.12
Poster 2024.07.12
ドメイン汎化学習のための軽量な損失関数 A Lightweight Objective for Domain Generalization
重藤優太郎, 新保仁, 吉川友也, 竹内彰一 第27回 画像の認識・理解シンポジウム (MIRU) において、ドメイン汎化学習に関するポスター発表を行います。 -
Publications 2024.06.01
Publications 2024.06.01
Instance AttributionとFeature Attributionの一貫性制約を満たす集合関数の局所説明法 (JSAI2024) Local Explanations With Consistency Constraints Between Instance and Feature Attributions for Set Functions (JSAI2024)
吉川 友也, 木村 正成（ZOZO Research）, 清水 良太郎（ZOZO Research）, 斎藤 侑輝（ZOZO Research）, “Instance AttributionとFeature ... -
Blog 2024.05.16
Blog 2024.05.16
AISTATS 2024に論文が採択 A paper was accepted at AISTATS 2024
説明可能AIに関する論文が、機械学習の難関国際会議であるAISTATS 2024に採択されました。 Yuya Yoshikawa, and Tomoharu Iwata, “Explanation-Based Train... -
Publications 2024.03.21
Publications 2024.03.21
Explanation-based Training with Differentiable Insertion/Deletion Metric-aware Regularizers (AISTATS2024) Explanation-based Training with Differentiable Insertion/Deletion Metric-aware Regularizers (AISTATS2024)
Yuya Yoshikawa, Tomoharu Iwata, “Explanation-Based Training with Differentiable Insertion/Deletion Metric-Awar... -
Publications 2023.04.12
Publications 2023.04.12
Learning Decorrelated Representations Efficiently Using Fast Fourier Transform Learning Decorrelated Representations Efficiently Using Fast Fourier Transform
Yutaro Shigeto*, Masashi Shimbo*, Yuya Yoshikawa, Akikazu Takeuchi. Learning Decorrelated Representations Effi...deep learningmachine learningrepresentation learningself-supervised learningFourier transform
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Dataset 2019.05.16
Dataset 2019.05.16
STAIR Actions caption dataset: A Large Scale Japanese Caption Dataset for Video STAIR Actions caption dataset: A Large Scale Japanese Caption Dataset for Video
The dataset can be downloaded from https://sa-captions.stair.centermachine learningaction recognitiondatasetcomputer visionvideo caption
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Blog 2019.03.29
Blog 2019.03.29
NVIDIA GTC SV 2019 に参加しました Report from NVIDIA GTC SV 2019
Last week I attended NVIDIA GPU Technology Conference (GTC) held at San Jose, CA on 17-21 March, 2019. This is... -
Dataset 2018.04.13
Dataset 2018.04.13
STAIR Actions: A Large-Scale Video Dataset of Everyday Human Actions STAIR Actions: A Large-Scale Video Dataset of Everyday Human Actions
The dataset can be downloaded from the this URL. -
Publications 2018.04.13
Publications 2018.04.13
STAIR Actions: A Video Dataset of Everyday Home Actions STAIR Actions: A Video Dataset of Everyday Home Actions
Yuya Yoshikawa, Jiaqing Lin, Akikazu Takeuchi arXiv:1804.04326 [cs.CV], April, 2018. A new large-scale video d... -
Poster 2018.01.31
Poster 2018.01.31
CCA/EBT: Code Comprehension Assistance Tool for Evidence-Based Performance Tuning (HPCAsia2018) CCA/EBT: Code Comprehension Assistance Tool for Evidence-Based Performance Tuning (HPCAsia2018)
Application performance tuning is still quite an art, despite advances in auto-tuning systems. Evidence-based ...Fortranevidence-based performance tuninghigh performance computingmachine learningprogram analysis