Research

Spatiotemporal Pyramid Flow Matching for Climate Emulation

JA Irvin, J Han, Z Wang, A Alharbi, Y Zhao, NE Bayarsaikhan, D Visioni et al. · arXiv

Data centric mislabel detection

YQ Zhou, D Laird, Y Zhang, AYT Ng, D Bibireata, K Yang, S Jagadeesan et al. · US Patent

STARC-9: A Large-scale Dataset for Multi-Class Tissue Classification for CRC Histopathology

B Subramanian, R Jeyaraj, MN Peterson, T Guo, N Shah, C Langlotz et al. · The Thirty-ninth Annual Conference on Neural Information Processing Systems …

Regional mapping of natural gas compressor stations in the United States and Canada using deep learning on satellite imagery

B Liu, J Irvin, M Omara, C Wang, G Kornberg, H Sheng, R Gautam, AY Ng et al. · Journal of Environmental Management 393, 126728

Guided workflow for deep learning error analysis

MW Sabini, K Yang, AYT Ng, D Bibireata, D Laird, W Blodgett, Y Liu et al. · US Patent App. 19/219,822

Model Management System for Improving Training Data Through Machine Learning Deployment

D Bibireata, AYT Ng, P He, Z Qiu, C Iral, M Zhang, A Leal, J Guan et al. · US Patent App. 19/218,054

MedAgentBench: a virtual EHR environment to benchmark medical LLM agents

Y Jiang, KC Black, G Geng, D Park, J Zou, AY Ng, JH Chen · Nejm Ai 2 (9), AIdbp2500144

Uq: Assessing language models on unsolved questions

F Nie, KZ Liu, Z Wang, R Sun, W Liu, W Shi, H Yao, L Zhang, AY Ng et al. · arXiv

Coreset generation for pretraining of large vision models

MW Sabini, A Bouzid, BD Renjifo, D Bibireata, AYT Ng · US Patent App. 18/987,437

Model management system for improving training data through machine learning deployment

D Bibireata, AYT Ng, P He, Z Qiu, C Iral, M Zhang, A Leal, J Guan et al. · US Patent