Fast Exponential Computation on SIMD ArchitecturesCristiano MalossiYves Ineichenet al.2015HiPEAC 2015
QAttn: Efficient GPU Kernels for mixed-precision vision transformersPiotr Sebastian KluskaAdrián Castellóet al.2024CVPR 2024
Challenges in post-training quantization of Vision TransformersPiotr Sebastian KluskaFlorian Scheideggeret al.2023KDD 2023
Model-Assisted Labeling via Explainability for Visual Inspection of Civil InfrastructuresKlara JanouskovaMattia Rigottiet al.2022ECCV 2022
Active Learning for Imbalanced Civil Infrastructure DataThomas FrickDiego Antogniniet al.2022ECCV 2022
Incremental training of deep convolutional neural networksRoxana IstrateCristiano Malossiet al.2017AutoML 2017
Enabling Reproducibility and Meta-learning Through a Lifelong Database of Experiments (LDE)Jason TsayAndrea Bartezzaghiet al.2022arXiv
Efficient image dataset classification difficulty estimation for predicting deep-learning accuracyFlorian ScheideggerRoxana Istrateet al.2020Visual Computer
NeuNetS: An Automated Synthesis Engine for Neural Network DesignAtin SoodBenjamin Elderet al.2019arXiv
MC Layer Normalization for calibrated uncertainty in Deep LearningThomas FrickDiego Antogniniet al.2024TMLR