Satoshi Tsutsui

All in One: Exploring Unified Video-Language Pre-Training

Jinpeng Wang, Yixiao Ge, Rui Yan et al. · 2023 · 124 citations

Natural Language Processing, Multimodal Llm, Mainstream Video-language Pre-training +15

edge2vec: Representation learning using edge semantics for biomedical knowledge discovery

Zheng Gao, Gang Fu, Chunping Ouyang et al. · BMC Bioinformatics · 2019 · 62 citations · Full text

A Data Driven Approach for Compound Figure Separation Using Convolutional Neural Networks

Satoshi Tsutsui, David Crandall · 2017 · 41 citations

Source Separation, Geometric Learning, Convolutional Neural Network +20

Minimizing Supervision for Free-Space Segmentation

Satoshi Tsutsui, Tommi Kerola, Shunta Saito et al. · 2018 · 27 citations

Scene Analysis, Engineering, Machine Learning +18

Reinforcing Generated Images via Meta-Learning for One-Shot Fine-Grained Visual Recognition

Satoshi Tsutsui, Yanwei Fu, David Crandall · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 18 citations · Full text

Few-shot Learning, Meta-learning (Computer Science), Engineering +17