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

COLM2025

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

Frequency-Calibrated Membership Inference Attacks on Medical Image Diffusion Models

5th Deep Generative Models Workshop @ MICCAI 2025

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

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

CVPR2025

Computer Vision

By : Yiming Liang, Tianhan Xu, Yuta Kikuchi

A practical guide to machine learning interatomic potentials – Status and future

Current Opinion in Solid State and Materials Science

Chemoinformatics / Materials Science

By : Ryan Jacobs, Dane Morgan, Siamak Attarian, Jun Meng, Chen Shen, Zhenghao Wu, Clare Yijia Xie, Julia H. Yang, Nongnuch Artrith, Ben Blaiszik, Gerbrand Ceder, , Kamal Choudhary, Gabor Csanyi, Ekin Dogus Cubuk, Bowen Deng, Ralf Drautz, Xiang Fu, Jonathan Godwin, Vasant Honavar, Olexandr Isayev, Anders Johansson, Boris Kozinsky, Stefano Martiniani, Shyue Ping Ong, Igor Poltavsky, KJ Schmidt, So Takamoto, Aidan P. Thompson, Julia Westermayr, Brandon M. Wood

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

Dielectric tensor prediction for inorganic materials using latent information from preferred potential

npj Computational Materials

Chemoinformatics / Materials Science

By : Zetian Mao, Wenwen Li, Jethro Tan

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