A General Framework for Uncertainty Estimation in Deep Learning
Loquercio, Antonio, Segu, Mattia, Scaramuzza, Davide
Published in IEEE robotics and automation letters (01.04.2020)
Published in IEEE robotics and automation letters (01.04.2020)
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Journal Article
SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation
Sun, Tao, Segu, Mattia, Postels, Janis, Wang, Yuxuan, Van Gool, Luc, Schiele, Bernt, Tombari, Federico, Yu, Fisher
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
Generative Cooperative Learning for Unsupervised Video Anomaly Detection
Zaheer, M. Zaigham, Mahmood, Arif, Khan, M. Haris, Segu, Mattia, Yu, Fisher, Lee, Seung-Ik
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
Samba: Synchronized Set-of-Sequences Modeling for Multiple Object Tracking
Segu, Mattia, Piccinelli, Luigi, Li, Siyuan, Yang, Yung-Hsu, Schiele, Bernt, Van Gool, Luc
Year of Publication 02.10.2024
Year of Publication 02.10.2024
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Journal Article
Walker: Self-supervised Multiple Object Tracking by Walking on Temporal Appearance Graphs
Segu, Mattia, Piccinelli, Luigi, Li, Siyuan, Van Gool, Luc, Yu, Fisher, Schiele, Bernt
Year of Publication 25.09.2024
Year of Publication 25.09.2024
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Journal Article
UniDepth: Universal Monocular Metric Depth Estimation
Piccinelli, Luigi, Yang, Yung-Hsu, Sakaridis, Christos, Segu, Mattia, Li, Siyuan, Gool, Luc Van, Yu, Fisher
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
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Conference Proceeding
Know Your Neighbors: Improving Single-View Reconstruction via Spatial Vision-Language Reasoning
Li, Rui, Fischer, Tobias, Segu, Mattia, Pollefeys, Marc, Van Gool, Luc, Tombari, Federico
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
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Conference Proceeding
Matching Anything by Segmenting Anything
Li, Siyuan, Ke, Lei, Danelljan, Martin, Piccinelli, Luigi, Segu, Mattia, Gool, Luc Van, Yu, Fisher
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
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Conference Proceeding
Matching Anything by Segmenting Anything
Li, Siyuan, Ke, Lei, Danelljan, Martin, Piccinelli, Luigi, Segu, Mattia, Van Gool, Luc, Yu, Fisher
Year of Publication 06.06.2024
Year of Publication 06.06.2024
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Journal Article
Know Your Neighbors: Improving Single-View Reconstruction via Spatial Vision-Language Reasoning
Li, Rui, Fischer, Tobias, Segu, Mattia, Pollefeys, Marc, Van Gool, Luc, Tombari, Federico
Year of Publication 04.04.2024
Year of Publication 04.04.2024
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Journal Article
UniDepth: Universal Monocular Metric Depth Estimation
Piccinelli, Luigi, Yang, Yung-Hsu, Sakaridis, Christos, Segu, Mattia, Li, Siyuan, Van Gool, Luc, Yu, Fisher
Year of Publication 27.03.2024
Year of Publication 27.03.2024
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Journal Article
Normalization Perturbation: A Simple Domain Generalization Method for Real-World Domain Shifts
Fan, Qi, Segu, Mattia, Tai, Yu-Wing, Yu, Fisher, Tang, Chi-Keung, Schiele, Bernt, Dai, Dengxin
Year of Publication 08.11.2022
Year of Publication 08.11.2022
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Journal Article
Depth-Aware Action Recognition: Pose-Motion Encoding through Temporal Heatmaps
Segu, Mattia, Pirovano, Federico, Fumagalli, Gianmario, Fabris, Amedeo
Year of Publication 26.11.2020
Year of Publication 26.11.2020
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Journal Article
3DSNet: Unsupervised Shape-to-Shape 3D Style Transfer
Segu, Mattia, Grinvald, Margarita, Siegwart, Roland, Tombari, Federico
Year of Publication 26.11.2020
Year of Publication 26.11.2020
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Journal Article