cv
Basics
Name | Luca Zanella |
Label | PhD Student |
luca[dot]zanella-3[at]unitn[dot]it | |
Url | https://lucazanella.github.io/ |
Work
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2024.02 - 2024.09 Trento, Italy
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2021.04 - 2022.10 Trento, Italy
Research Assistant
Fondazione Bruno Kessler
Design, development, and experimental validation of software tools and platforms implementing deep learning algorithms for the automatic analysis of video surveillance streams produced by multiple cameras using PyTorch.
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2020.03 - 2020.09 Munich, Germany
Master's Student Intern
Huawei Technologies Duesseldorf GmbH
Definition, implementation, and experimental validation of deep learning algorithms utilizing satellite imagery to automatically correct road networks for microscopic traffic simulation using TensorFlow and Detectron2.
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2018.02 - 2018.07 Rovereto, Italy
Bachelor's Student Intern
CBA Group
Development of a client-server system to ingest data from distributed databases (electronic health records) to a centralized application for data quality monitoring using Spring Framework and PostgreSQL.
Education
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2022.11 - 2025.10 Trento, Italy
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2018.09 - 2021.03 Trento, Italy
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2015.09 - 2018.10 Trento, Italy
Awards
- 2023.09.22
Best Project Award
ELLIS Summer School on Large-Scale AI
Publications
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2024 Harnessing Large Language Models for Training-free Video Anomaly Detection
IEEE/CVF Conference on Computer Vision and Pattern Recognition
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2023 Confmix: Unsupervised domain adaptation for object detection via confidence-based mixing
IEEE/CVF Winter Conference on Applications of Computer Vision
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2021 Graph-based generative face anonymisation with pose preservation
International Conference on Image Analysis and Processing
Languages
Italian | |
Native speaker |
English | |
Fluent |