Publications
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2024.09.03
Using Benchmarking and Regression Models for Predicting CNN Training Time on a GPU Using Benchmarking and Regression Models for Predicting CNN Training Time on a GPU
Convolutional neural network (CNN) training typically demands substantial time, expensive computational resour... -
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 ... -
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... -
2024.02.28
Rethinking Loss Functions for Fact Verification (EACL) Rethinking Loss Functions for Fact Verification (EACL)
Yuta Mukobara*, Yutaro Shigeto**, and Masashi Shimbo. Rethinking Loss Functions for Fact Verification. The 18t... -
2023.08.20
Action class relation detection and classification across multiple video datasets (Pattern Recognition Letters) Action class relation detection and classification across multiple video datasets (Pattern Recognition Letters)
Yuya Yoshikawa, Yutaro Shigeto, Masashi Shimbo, Akikazu Takeuchi, “Action class relation detection and classif... -
2023.07.13
Phylogenetic Analysis of Reticulate Software Evolution (MSR2023) Phylogenetic Analysis of Reticulate Software Evolution (MSR2023)
In this paper, we apply techniques from phylogenetics for uncovering evolutionary dependencies among software ...AST differencingsoftware evolutionsoftware product linephylogenetic network
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2023.07.01
Extending a Call-by-Value Calculus Based on Bilateralism with Dynamic Binding Extending a Call-by-Value Calculus Based on Bilateralism with Dynamic Binding
Tatsuya Abe and Daisuke Kimura. Extending a Call-by-Value Calculus Based on Bilateralism with Dynamic Binding....lambda-calculusdelimited continuationbilateralismdynamic binding
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2023.06.30
生物多様性ビッグデータに基づいたネイチャーの可視化：その現状と展望 (計量生物学) Biodiversity big data and prospects of nature visualization
久保田 康裕, 楠本 聞太郎, 塩野 貴之, 五十里 翔吾, 深谷 肇一, 高科 直, 吉川 友也, 重藤 優太郎, 新保 仁, 竹内 彰一, 三枝 祐輔, 小森 理, 生物多様性ビッグデータに基づいたネイチャーの可視化... -
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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2023.03.16
校歌のための歌詞作成支援システムの開発 A Lyrics Creation Support System for School Songs
重藤優太郎, ⻄田典起, Shanshan Liu, 松本裕治, 森田敏生, 中村伊知哉, 石戶奈々子 言語処理学会第 29 回年次大会, 2023年3月. 本論文では, 校歌のための歌詞作成支援システムを紹介する. 前...