Publications

Anatomical 3D Style Transfer Enabling Efficient Federated Learning with Extremely Low Communication Costs

NeurIPS2024 AIM-FM workshop

Bioinformatics / Healthcare

By : Yuto Shibata, Yasunori Kudo, Yohei Sugawara

Stabilizing Reasoning in Medical LLMs with Continued Pretraining and Reasoning Preference Optimization

The Second Workshop on GenAI for Health @ NeurIPS2025

Bioinformatics / Healthcare

By : Wataru Kawakami, Keita Suzuki, Junichiro Iwasawa,

Frequency-Calibrated Membership Inference Attacks on Medical Image Diffusion Models

5th Deep Generative Models Workshop @ MICCAI 2025

Bioinformatics / Healthcare

By : Xinkai Zhao, Yuta Tokuoka, Junichiro Iwasawa, Keita Oda,

Efficient Construction of Model Family through Progressive Training Using Model Expansion

COLM2025

Foundation model / LLM

By : Kazuki Yano, Sho Takase, Sosuke Kobayashi, Shun Kiyono, Jun Suzuki

Spike No More: Stabilizing the Pre-training of Large Language Models

COLM2025

Foundation model / LLM

By : Sho Takase, Shun Kiyono, Sosuke Kobayashi, Jun Suzuki

When Does Metadata Conditioning (NOT) Work for Language Model Pre-Training? A Study with Context-Free Grammars

COLM2025

Foundation model / LLM

By : Rei Higuchi, Ryotaro Kawata, Naoki Nishikawa, Kazusato Oko, Shoichiro Yamaguchi, Sosuke Kobayashi, Seiya Tokui, Kohei Hayashi, Daisuke Okanohara, Taiji Suzuki

Flow matching achieves almost minimax optimal convergence

ICLR2025

Machine Learning / Deep Learning

By : Kenji Fukumizu, Taiji Suzuki, Noboru Isobe, Kazusato Oko, Masanori Koyama

Deep Bayesian Filter for Bayes-Faithful Data Assimilation

ICML2025

Machine Learning / Deep Learning

By : Yuta Tarumi, Keisuke Fukuda, Shin-ichi Maeda

User-Guided Correction of Reconstruction Errors in Structure-from-Motion

IUI2025

Human Computer Interaction (HCI)/ Human Robot Interaction (HRI)

By : Sotaro Kanazawa, Jinyao Zhou, Yuta Kikuchi, Sosuke Kobayashi, Chunyu Li, Fabrice Matulic, Takeo Igarashi, Keita Higuchi

HiMoR: Monocular Deformable Gaussian Reconstruction with Hierarchical Motion Representation #3

CVPR2025

Computer Vision

By : Yiming Liang, Tianhan Xu, Yuta Kikuchi

GenerRNA: A generative pre-trained language model for de novo RNA design

PLoS ONE 19

Bioinformatics / Healthcare

By : Yichong Zhao, Kenta Oono, Hiroki Takizawa, KoteraMasaaki

Four-Axis Adaptive Fingers Hand for Object Insertion: FAAF Hand”, 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems

IROS 2024

Robotics

By : Naoki Fukaya, Koki Yamane, Shimpei Masuda, Avinash Ummadisingu, Shin-ichi Maeda, Kuniyuki Takahashi