Pioneering Time Series Foundation Models with Tiny-Scale Architectures
- Tomoya Sakai
- 2025
- IBISML 2025
Invited talk
Publications
16 results for Tomoya Sakai
Robust Pre-Training of Time-Series Foundation Models
- Takayuki Katsuki
- Tomoya Sakai
- et al.
- 2025
- IBISML 2025
PosterEarly Classification method with Time-series Foundation Models
- Shingo Higashiguchi
- Takayuki Katsuki
- et al.
- 2025
- IBISML 2025
PosterLearnable Channel Converter for Multi-Spectral Image to RGB Visualization using a Vision-Text Model
- Haoxiang Qiu
- Tomoya Sakai
- et al.
- 2025
- IGARSS 2025
Short paperA Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation
- Tomoya Sakai
- Haoxiang Qiu
- et al.
- 2024
- NeurIPS 2024
Conference paperExploring Different Types of Foundation Models on Flood Segmentation Datasets
- Haoxiang Qiu
- Daiki Kimura
- et al.
- 2024
- AGU 2024
PosterDomain-adaptive Instance Segmentation for Visual Inspection from Civil Infrastructure Images
- Takayuki Katsuki
- Haoxiang Qiu
- et al.
- 2024
- MIRU 2024
Conference paperSimple Class Relation Helps Generalized Few-Shot Semantic Segmentation
- Tomoya Sakai
- Haoxiang Qiu
- et al.
- 2024
- MIRU 2024
TalkDomain Adaptation from Sequentially Arriving Target Images with Online Deep Sets
- Takayuki Katsuki
- Haoxiang Qiu
- et al.
- 2024
- MIRU 2024
TalkProbabilistic feature matching for fast scalable visual prompting
- Thomas Frick
- Cezary Skura
- et al.
- 2024
- IJCAI 2024
Demo paper