Junichiro Iwasawa
Researcher at Preferred Networks Inc.
iwasawa [at] preferred.jp
Talks and presentations
Invited Talks
Finetuning Foundation Models for the Development and Application of Healthcare-Specific Models
基盤モデルの finetuning による医療特化モデルの構築と応用
March 24, 2025, Tokyo, Japan
Science Tokyo設立記念 社会的課題解決型データサイエンス・AI研究推進体シンポジウム ～AI とデータサイエンスが拓く新時代の医療～
Finetuning or RAG? Towards Building a Medical Domain-Specialized LLM
Finetuning or RAG? 医療ドメイン特化 LLM 構築に向けて
December 20, 2024, Hokkaido, Japan
Latest Developments in Finetuning LLMs for Healthcare
医療向けLLM-finetuningの最前線
November 24, 2024, Online
High-throughput laboratory evolution with machine learning reveals constraints for drug resistance evolution
February 18, 2021, Online
High-throughput laboratory evolution with machine learning reveals constraints for drug resistance evolution
February 18, 2021, Online
Analyses of evolutionary constraints using microbial laboratory evolution and machine learning
大腸菌進化実験と機械学習を用いた進化的拘束の解析
February 16, 2021, Online
Investigation of evolutionary constraints through large scale laboratory evolution and data analysis
July 14, 2020, Online
International Conferences (Oral)
Label-Efficient Multi-Task Segmentation using Contrastive Learning
October 4, 2020, Online
Combining interpretable machine learning with high dimensional multi-omics data from laboratory evolution
November 1-5, 2019, Okinawa, Japan
International Conferences (Posters)
Deciphering evolutionary constraints through high-dimensional data of E. coli laboratory evolution
February 1 - 6, 2021, Online
Interplay of polarity and motion in swarming Janus particles
November 12 - 15, 2018, Tokyo, Japan
International Conference on Advances in Physics of Emergent orders in Fluctuations 2018
Collective properties of artificial self-propelling particles fueled by an AC electric field
August 28 - September 6, 2018, Gif-sur-Yvette, France
Collective Motion of Asymmetric Self-Propelling Particles under an AC Electric Field (Poster Award)
November 20-23, 2017, Miyagi, Japan
International Symposium on Fluctuation and Structure out of Equibrium 2017
Properties of Directed Collective Motion of Asymmetric Self-Propelling Particles
October 28-29, 2016, The University of Tokyo, Tokyo, Japan
Synergy of Fluctuation and Structure Symposium, Current and Future Perspectives in Active Matter
Japanese Conferences (Oral)
Inferring E. coli fitness landscapes through drug resistance time series
大腸菌進化実験の薬剤耐性時系列を用いた適応度地形の推定
March 14, 2021, Online
Long-range order in Janus particles fueled by an AC electric field: Algebraic correlations and anomalous fluctuations
January 23, 2021, Online
交流電場下での非対称自己駆動粒子集団の統計的性質
March 22-25 2018, Tokyo University of Science, Chiba, Japan
Directed Collective Motion of Asymmetric Colloidal Particles under an AC electric field
January 19 20, 2018, Kyoto University, Kyoto, Japan
Statistical Properties of Collective Motion of Asymmetric Self-Propelling Particles
January 20,21, 2017, Kyushu University, Fukuoka, Japan