Constrained deep neural network architecture search for IoT devices accounting for hardware calibrationFlorian ScheideggerLuca Beniniet al.2019NeurIPS 2019
TAPAS: Train-less accuracy predictor for architecture searchRoxana IstrateFlorian Scheideggeret al.2019AAAI 2019
An extreme-scale implicit solver for complex PDEs: Highly heterogeneous flow in earth's mantleJohann RudiCristiano Malossiet al.2015SC 2015
Combining Data Generation and Active Learning for Low-Resource Question AnsweringMaximilian SchmidtAndrea Bartezzaghiet al.2024ICANN 2024
Domain-adaptive Instance Segmentation for Visual Inspection from Civil Infrastructure ImagesTakayuki KatsukiHaoxiang Qiuet al.2024MIRU 2024
Design of a Cloud-Based Data Platform for Standardized Machine Learning Workflows with Applications to Transport InfrastructureAndrea BartezzaghiIoana Giurgiuet al.2022IEEE MELECON 2022
XwattPilot: A Full-stack Cloud System Enabling Agile Development of Transprecision Software for Low-power SoCsDionysios DiamantopoulosFlorian Scheideggeret al.2020COOL CHIPS 2020