Shin’ya Yamaguchi

4 papers · 2023–2024 · 2 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (9) 🌉 Interdisciplinary Bridge

Conferences

ACML (3) ICML (1)

Top co-authors

Masanori Yamada (2) Kentaro Ohno (1) Sekitoshi Kanai (1) Yasutoshi Ida (1) Tomoya Yamashita (1) Hiroshi Takahashi (1) Daiki Chijiwa (1)

Keywords

semi-supervised learning (1) adversarial training (1) generative model (1) cross-entropy loss (1) feature extractor (1) synthetic sample (1) one-vs-the-rest loss (1) logit margin (1)

Papers

Toward Data Efficient Model Merging between Different Datasets without Performance Degradation ACML 2024

Analyzing Diffusion Models on Synthesizing Training Datasets ACML 2024

Generative Semi-supervised Learning with Meta-Optimized Synthetic Samples ACML 2023

One-vs-the-Rest Loss to Focus on Important Samples in Adversarial Training ICML 2023