Aristeidis (aris) Tsaris Research Scientist Contact tsarisa@ornl.gov | 865.341.0143 All Publications An Agenda for Multimodal Foundation Models for Earth Observation... Scaling Resolution of Gigapixel Whole Slide Images Using Spatial Decomposition on Convolutional Neural Networks A comparison of histopathology imaging comprehension algorithms based on multiple instance learning Distilling Knowledge from Ensembles of Cluster-Constrained-Attention Multiple-Instance Learners for Whole Slide Image Classification Image Gradient Decomposition for Parallel and Memory-Efficient Ptychographic Reconstruction... Language Models for the Prediction of SARS-CoV-2 Inhibitors... Efficient Memory Storage and Linear Parallel Scaling for Large-Scale Electron Ptychography... Model Assumptions and Data Characteristics: Impacts on Domain Adaptation in Building Segmentation... A Scalable Pipeline for Gigapixel Whole Slide Imaging Analysis on Leadership Class HPC Systems... Image transformers for classifying acute lymphoblastic leukemia... 2021 Operational Assessment - OLCF... Comparative evaluation of deep learning workloads for leadership-class systems... Distributed Training for High Resolution Images: A Domain and Spatial Decomposition Approach... Supercomputer-Based Ensemble Docking Drug Discovery Pipeline with Application to Covid-19... Toward Large-Scale Image Segmentation on Summit... Organizations Computing and Computational Sciences Directorate National Center for Computational Sciences Advanced Technologies Section Analytics & AI Methods at Scale Group
