International Conference

1. Hirokatsu Kataoka, Ryo Hayamizu, Ryosuke Yamada, Kodai Nakashima, Sora Takashima, Xinyu Zhang, Edgar Josafat Martinez-Noriega, Nakamasa Inoue and Rio Yokota, “Replacing Labeled Real-Image Datasets With Auto-Generated Contours,” Conference on Computer Vision and Pattern Recognition (CVPR), June 2022.
   (Acceptance rate: 25.3%; 1st place in Computer Vision at Google Scholar Metrics) [Link] [Github]

2. Sora Takashima, Ryo Hayamizu, Nakamasa Inoue, Hirokatsu Kataoka and Rio Yokota, "Visual Atoms: Pre-training Vision Transformers with Sinusoidal Waves," Conference on Computer Vision and Pattern Recognition (CVPR), June 2023.
   (Acceptance rate: 25.8%; 1st place in Computer Vision at Google Scholar Metrics) [arXiv]

3. Risa Shinoda, Ryo Hayamizu, Kodai Nakashima, Nakamasa Inoue, Rio Yokota and Hirokatsu Kataoka ""

Domestic Conference

1. 速水 亮, 山田 亮佑, 中村 明生, 片岡 裕雄, “自然界の螺旋による視覚特徴の学習”, ビジョン技術の実利用ワークショップ (ViEW), pp.(1-6), December 2021.

2. 篠田 理沙, 速水 亮, 中嶋 航大, 井上 中順, 片岡 裕雄, “セグメンテーションタスクにおける実画像を用いない事前学習”, ビジョン技術の実利用ワークショップ (ViEW), pp.(1-3), December 2022. (若手奨励賞 受賞)

3. 速水亮, 高島空良, 井上中順, 横田理央, 片岡裕雄, "VisualAtom: 正弦波の輪郭表現によるVision Transformerの事前学習" (SSII), pp.(1-6), June 2023. (オーディエンス賞受賞)

Slide

1. 大西 達也, 田所 龍, 中村 凌, 山田 亮佑, 速水 亮, 中嶋 航大, 片岡 裕雄, “数式ドリブン教師あり学習” [Link]