Talks - Junichiro Iwasawa

Talks and presentations

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
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～, March 24, 2025, Tokyo, Japan.
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
55th meeting of IBISML, December 20, 2024, Hokkaido, Japan.
Latest Developments in Finetuning LLMs for Healthcare
医療向けLLM-finetuningの最前線
Clinical AI Symposium, November 24, 2024, Online.
High-throughput laboratory evolution with machine learning reveals constraints for drug resistance evolution
RIKEN iTHEMS biology seminar, 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
統計物理と統計科学のセミナー, February 16, 2021, Online.
Investigation of evolutionary constraints through large scale laboratory evolution and data analysis
Kaneko lab. seminar, July 14, 2020, Online.

Label-Efficient Multi-Task Segmentation using Contrastive Learning
MICCAI BrainLes 2020 workshop, October 4, 2020, Online.
Combining interpretable machine learning with high dimensional multi-omics data from laboratory evolution
The 20th International Conference on Systems Biology, November 1-5, 2019, Okinawa, Japan.

Deciphering evolutionary constraints through high-dimensional data of E. coli laboratory evolution
Phylogeny and inference: from models to data and back, February 1 - 6, 2021, Online.
Interplay of polarity and motion in swarming Janus particles
International Conference on Advances in Physics of Emergent orders in Fluctuations 2018, November 12 - 15, 2018, Tokyo, Japan.
Collective properties of artificial self-propelling particles fueled by an AC electric field
Physical Approaches to Understanding Microbial Life, August 28 - September 6, 2018, Gif-sur-Yvette, France.
Collective Motion of Asymmetric Self-Propelling Particles under an AC Electric Field (Poster Award)
International Symposium on Fluctuation and Structure out of Equibrium 2017, November 20-23, 2017, Miyagi, Japan.
Properties of Directed Collective Motion of Asymmetric Self-Propelling Particles
Synergy of Fluctuation and Structure Symposium, Current and Future Perspectives in Active Matter, October 28-29, 2016, The University of Tokyo, Tokyo, Japan.

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
The Physical Society of Japan 2021 Annual Meeting, March 14, 2021, Online.
Long-range order in Janus particles fueled by an AC electric field: Algebraic correlations and anomalous fluctuations
Active Matter Workshop 2021, 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
The Physical Society of Japan 2018 Annual Meeting, March 22-25 2018, Tokyo University of Science, Chiba, Japan.
Directed Collective Motion of Asymmetric Colloidal Particles under an AC electric field
Active Matter Workshop 2018, January 19 20, 2018, Kyoto University, Kyoto, Japan.
Statistical Properties of Collective Motion of Asymmetric Self-Propelling Particles
Active Matter Workshop 2017, January 20,21, 2017, Kyushu University, Fukuoka, Japan.