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Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound

IEEE transactions on medical imaging, 2020-08, Vol.39 (8), p.2676-2687

2020

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Curriculum self-paced learning for cross-domain object detection

Computer vision and image understanding, 2021-03, Vol.204, p.103166, Article 103166

2021

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Editorial for the Special Issue on Industrial Machine Learning Applications

Journal of imaging, 2023-12, Vol.9 (12), p.278

2023

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Curriculum Learning: A Survey

International journal of computer vision, 2022-06, Vol.130 (6), p.1526-1565

2022

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Real Time Detection of Social Interactions in Surveillance Video

Computer Vision – ECCV 2012. Workshops and Demonstrations, p.111-120

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Data Driven Treatment Response Assessment and Preterm, Perinatal, and Paediatric Image Analysis: First International Workshop, DATRA 2018 and Third International Workshop, PIPPI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings

1st ed. 2018., 2018

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Low-budget label query through domain alignment enforcement

Computer vision and image understanding, 2022-09, Vol.222, p.103485, Article 103485

2022

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Uncertainty-Aware Contrastive Distillation for Incremental Semantic Segmentation

IEEE transactions on pattern analysis and machine intelligence, 2023-02, Vol.45 (2), p.2567-2581

2023

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Variational Structured Attention Networks for Deep Visual Representation Learning

IEEE transactions on image processing, 2022-03, Vol.PP, p.1-1

2022

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Continual Attentive Fusion for Incremental Learning in Semantic Segmentation

IEEE transactions on multimedia, 2023-01, Vol.25, p.3841-3854

2023

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Simplifying open-set video domain adaptation with contrastive learning

Computer vision and image understanding, 2024-04, Vol.241, p.103953, Article 103953

2024

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Deep Unsupervised Key Frame Extraction for Efficient Video Classification

ACM transactions on multimedia computing communications and applications, 2023-08, Vol.19 (3), p.1-17, Article 119

2023

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AutoLabel: CLIP-based framework for Open-Set Video Domain Adaptation

2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, p.11504-11513

2023

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Cut Quality Estimation in Industrial Laser Cutting Machines: A Machine Learning Approach

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2019, p.389-397

2019

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Clustering of cell populations in flow cytometry data using a combination of Gaussian mixtures

Pattern recognition, 2016-12, Vol.60, p.1029-1040

2016

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Einstein, Planck and Vera Rubin: Relevant Encounters Between the Cosmological and the Quantum Worlds

Frontiers in physics, 2021-02, Vol.8

2021

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The S-Hock dataset: A new benchmark for spectator crowd analysis

Computer vision and image understanding, 2017-06, Vol.159, p.47-58

2017

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Dual-Head Contrastive Domain Adaptation for Video Action Recognition

2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022, p.2234-2243

2022

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Indirect Match Highlights Detection with Deep Convolutional Neural Networks

New Trends in Image Analysis and Processing – ICIAP 2017, p.87-96

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Bad teacher or unruly student: Can deep learning say something in Image Forensics analysis?

2016 23rd International Conference on Pattern Recognition (ICPR), 2016, p.2503-2508

2016

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Filling the Gaps: Predicting Missing Joints of Human Poses Using Denoising Autoencoders

Computer Vision – ECCV 2018 Workshops, p.364-379

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Collaborative creativity: The Music Room

Personal and ubiquitous computing, 2014-06, Vol.18 (5), p.1187-1199

2014

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The S-HOCK dataset: Analyzing crowds at the stadium

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015, p.2039-2047

2015

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Unsupervised Domain Adaptation for Video Transformers in Action Recognition

2022 26th International Conference on Pattern Recognition (ICPR), 2022, p.1258-1265

2022

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Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound

Curriculum self-paced learning for cross-domain object detection

Editorial for the Special Issue on Industrial Machine Learning Applications

Curriculum Learning: A Survey

Optical Monitoring of the Didymos–Dimorphos Asteroid System with the Danish Telescope around the DART Mission Impact

Real Time Detection of Social Interactions in Surveillance Video

Data Driven Treatment Response Assessment and Preterm, Perinatal, and Paediatric Image Analysis: First International Workshop, DATRA 2018 and Third International Workshop, PIPPI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings

Low-budget label query through domain alignment enforcement

Uncertainty-Aware Contrastive Distillation for Incremental Semantic Segmentation

Variational Structured Attention Networks for Deep Visual Representation Learning

Continual Attentive Fusion for Incremental Learning in Semantic Segmentation

Simplifying open-set video domain adaptation with contrastive learning

Deep Unsupervised Key Frame Extraction for Efficient Video Classification

AutoLabel: CLIP-based framework for Open-Set Video Domain Adaptation

Cut Quality Estimation in Industrial Laser Cutting Machines: A Machine Learning Approach

Clustering of cell populations in flow cytometry data using a combination of Gaussian mixtures

Einstein, Planck and Vera Rubin: Relevant Encounters Between the Cosmological and the Quantum Worlds

The S-Hock dataset: A new benchmark for spectator crowd analysis

Dual-Head Contrastive Domain Adaptation for Video Action Recognition

Indirect Match Highlights Detection with Deep Convolutional Neural Networks

Bad teacher or unruly student: Can deep learning say something in Image Forensics analysis?

Filling the Gaps: Predicting Missing Joints of Human Poses Using Denoising Autoencoders

Collaborative creativity: The Music Room

The S-HOCK dataset: Analyzing crowds at the stadium

Unsupervised Domain Adaptation for Video Transformers in Action Recognition

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