DALLE PEZZE, DAVIDE

DALLE PEZZE, DAVIDE  

Dipartimento di Ingegneria dell'Informazione - DEI  

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Titolo Data di pubblicazione Autori Rivista Serie Titolo libro
A Multi-label Continual Learning Framework to Scale Deep Learning Approaches for Packaging Equipment Monitoring 2023 D. Dalle PezzeC. MasieroA. BeghiG. A. Susto + ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE - Proceedings of the 2022 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML-PKDD)
A multi-label Continual Learning framework to scale deep learning approaches for packaging equipment monitoring 2023 Dalle Pezze, DavideMasiero, ChiaraBeghi, AlessandroSusto, Gian Antonio + ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE - -
AcME—Accelerated model-agnostic explanations: Fast whitening of the machine-learning black box 2023 Carletti, MattiaDalle Pezze, DavideSusto, Gian Antonio + EXPERT SYSTEMS WITH APPLICATIONS - -
ALARM LOGS IN PACKAGING INDUSTRY (ALPI) 2020 D. Dalle PezzeC. MasieroG. A. SustoA. Beghi + - - -
An empirical evaluation of tinyML architectures for Class-Incremental Continual Learning 2024 Dalle Pezze D.Susto G. A. + - - 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2024
FORMULA: A Deep Learning Approach for Rare Alarms Predictions in Industrial Equipment 2022 Dalle Pezze D.Masiero C.Beghi A.Susto G. A. + IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING - -
Latent Distillation for Continual Object Detection at the Edge 2024 M. CecconD. Dalle PezzeG. A. SustoN. Bellotto + - - Workshop on Computational Aspects of Deep Learning, European Conference on Computer Vision (ECCV)
Methodological Advancements in Continual Learning and Industry 4.0 Applications 2023 DALLE PEZZE, DAVIDE - - -
Predictive Maintenance in the Industry: A Comparative Study on Deep Learning-based Remaining Useful Life Estimation 2023 Lorenti, LucianoPezze, Davide DalleAndreoli, JacopoMasiero, ChiaraGentner, NatalieSusto, Gian Antonio + - - Proceeding of the 2023 IEEE 21st International Conference on Industrial Informatics (INDIN)
Unveiling the Anomalies in an Ever-Changing World: A Benchmark for Pixel-Level Anomaly Detection in Continual Learning 2024 M. BaruscoD. Dalle PezzeG. A. Susto + - - Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024).
VIR2EM: VIrtualization and Remotization for Resilient and Efficient Manufacturing: Project-Dissemination Paper 2023 Beghi, AlessandroDalle Pezze, DavideMasiero, ChiaraSusto, Gian Antonio + - - Proceeding of the 2023 Forum on Specification & Design Languages (FDL)