Mattia Segù
ETH Zurich(CH)Max Planck Institute for Informatics(DE)Goodwin College(US)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Video Surveillance and Tracking Methods, Advanced Vision and Imaging, Multimodal Machine Learning Applications, Advanced Neural Network Applications
Most-Cited Works
- → A General Framework for Uncertainty Estimation in Deep Learning(2020)269 cited
- → Generative Cooperative Learning for Unsupervised Video Anomaly Detection(2022)189 cited
- → SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation(2022)169 cited
- → Batch normalization embeddings for deep domain generalization(2022)139 cited
- → UniDepth: Universal Monocular Metric Depth Estimation(2024)97 cited
- → Matching Anything by Segmenting Anything(2024)24 cited
- → DARTH: Holistic Test-time Adaptation for Multiple Object Tracking(2023)11 cited
- → UniDepthV2: Universal Monocular Metric Depth Estimation Made Simpler(2025)9 cited
- → UniK3D: Universal Camera Monocular 3D Estimation(2025)7 cited