Tomoya Sakai

Publications

• Pioneering Time Series Foundation Models with Tiny-Scale Architectures

  • • Tomoya Sakai
  • 2025
  • IBISML 2025

  Invited talk

• Learnable Channel Converter for Multi-Spectral Image to RGB Visualization using a Vision-Text Model

  • • Haoxiang Qiu
    • Tomoya Sakai
    • et al.
  • 2025
  • IGARSS 2025

  Short paper

• A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation

  • • Tomoya Sakai
    • Haoxiang Qiu
    • et al.
  • 2024
  • NeurIPS 2024

  Conference paper

• Exploring Different Types of Foundation Models on Flood Segmentation Datasets

  • • Haoxiang Qiu
    • Daiki Kimura
    • et al.
  • 2024
  • AGU 2024

  Poster

• Domain-adaptive Instance Segmentation for Visual Inspection from Civil Infrastructure Images

  • • Takayuki Katsuki
    • Haoxiang Qiu
    • et al.
  • 2024
  • MIRU 2024

  Conference paper

• Domain Adaptation from Sequentially Arriving Target Images with Online Deep Sets

  • • Takayuki Katsuki
    • Haoxiang Qiu
    • et al.
  • 2024
  • MIRU 2024

  Talk

• Simple Class Relation Helps Generalized Few-Shot Semantic Segmentation

  • • Tomoya Sakai
    • Haoxiang Qiu
    • et al.
  • 2024
  • MIRU 2024

  Talk

• Probabilistic feature matching for fast scalable visual prompting

  • • Thomas Frick
    • Cezary Skura
    • et al.
  • 2024
  • IJCAI 2024

  Demo paper

• Interactive Image Segmentation Guided by Visual Prompting

  • • Thomas Frick
    • Cezary Skura
    • et al.
  • 2024
  • CVPR 2024

  Demo paper

• A cycle consistency based Approach for Semantic Segmentation on crack images

  • • Haoxiang Qiu
    • Tomoya Sakai
    • et al.
  • 2024
  • SSII 2024

  Conference paper