Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images. - Changhee Han; Kohei Murao; Tomoyuki Noguchi; Yusuke Kawata; Fumiya Uchiyama; Leonardo Rundo; Hideki Nakayama; Shin'ichi Satoh 001 (CIKM, 2019)

Which Programming Language and What Features at Pre-training Stage Affect Downstream Logical Inference Performance? - Fumiya Uchiyama; Takeshi Kojima; Andrew Gambardella; Qi Cao; Yusuke Iwasawa; Yutaka Matsuo (EMNLP, 2024)

How Semantically Informative is an Image?: Measuring the Covariance-Weighted Norm of Contrastive Learning Embeddings. - Fumiya Uchiyama; Rintaro Yanagi; Shohei Taniguchi; Shota Takashiro; Masahiro Suzuki 001; Hirokatsu Kataoka; Yusuke Iwasawa; Yutaka Matsuo (CoRR, 2025)