Mattia Segù

A General Framework for Uncertainty Estimation in Deep Learning

Antonio Loquercio, Mattia Segù, Davide Scaramuzza · Zurich Open Repository and Archive (University of Zurich) · 2020 · 269 citations

Generative Cooperative Learning for Unsupervised Video Anomaly Detection

Muhammad Zaigham Zaheer, Arif Mahmood, Muhammad Haris Khan et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 183 citations

Anomaly Detection, Machine Learning, Engineering +18

SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation

Tao Sun, Mattia Segù, Janis Postels et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 166 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

Batch normalization embeddings for deep domain generalization

Mattia Segù, Alessio Tonioni, Federico Tombari · Pattern Recognition · 2022 · 138 citations

Natural Language Processing, Engineering, Machine Learning +4

UniDepth: Universal Monocular Metric Depth Estimation

Luigi Piccinelli, Yung-Hsu Yang, Christos Sakaridis et al. · 2024 · 94 citations