Replacing Labeled Real-image Datasets with Auto-generated Contours. - Hirokatsu Kataoka; Ryo Hayamizu; Ryosuke Yamada; Kodai Nakashima; Sora Takashima; Xinyu Zhang; Edgar Josafat Martinez-Noriega; Nakamasa Inoue; Rio Yokota (CVPR, 2022)

Visual Atoms: Pre-Training Vision Transformers with Sinusoidal Waves. - Sora Takashima; Ryo Hayamizu; Nakamasa Inoue; Hirokatsu Kataoka; Rio Yokota (CVPR, 2023)

Pre-training Vision Transformers with Very Limited Synthesized Images. - Ryo Nakamura; Hirokatsu Kataoka; Sora Takashima; Edgar Josafat Martinez-Noriega; Rio Yokota; Nakamasa Inoue (ICCV, 2023)