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Pietro Astolfi
ORCID
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 15
Top Topics
Brain Anatomy
Pair Wise Constraints
Supervised Learning
Deep Learning
Top Venues
CoRR
ISBI
MLCN/RNO-AI@MICCAI
IJCB
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Publications
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Pietro Astolfi
,
Ruben Verhagen
,
Laurent Petit
,
Emanuele Olivetti
,
Silvio Sarubbo
,
Jonathan Masci
,
Davide Boscaini
,
Paolo Avesani
Supervised tractogram filtering using Geometric Deep Learning.
Medical Image Anal.
90 (2023)
Enrico Fini
,
Pietro Astolfi
,
Adriana Romero-Soriano
,
Jakob Verbeek
,
Michal Drozdzal
Improved baselines for vision-language pre-training.
CoRR
(2023)
Enrico Fini
,
Pietro Astolfi
,
Karteek Alahari
,
Xavier Alameda-Pineda
,
Julien Mairal
,
Moin Nabi
,
Elisa Ricci
Semi-supervised learning made simple with self-supervised clustering.
CVPR
(2023)
Enrico Fini
,
Pietro Astolfi
,
Karteek Alahari
,
Xavier Alameda-Pineda
,
Julien Mairal
,
Moin Nabi
,
Elisa Ricci
Semi-supervised learning made simple with self-supervised clustering.
CoRR
(2023)
Jack Urbanek
,
Florian Bordes
,
Pietro Astolfi
,
Mary Williamson
,
Vasu Sharma
,
Adriana Romero-Soriano
A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions.
CoRR
(2023)
Pietro Astolfi
,
Arantxa Casanova
,
Jakob Verbeek
,
Pascal Vincent
,
Adriana Romero-Soriano
,
Michal Drozdzal
Instance-Conditioned GAN Data Augmentation for Representation Learning.
CoRR
(2023)
Pietro Astolfi
,
Ruben Verhagen
,
Laurent Petit
,
Emanuele Olivetti
,
Silvio Sarubbo
,
Jonathan Masci
,
Davide Boscaini
,
Paolo Avesani
Supervised Tractogram Filtering using Geometric Deep Learning.
CoRR
(2022)
Giulia Bertò
,
Daniel Bullock
,
Pietro Astolfi
,
Soichi Hayashi
,
Luca Zigiotto
,
Luciano Annicchiarico
,
Francesco Corsini
,
Alessandro De Benedictis
,
Silvio Sarubbo
,
Franco Pestilli
,
Paolo Avesani
,
Emanuele Olivetti
Classifyber, a robust streamline-based linear classifier for white matter bundle segmentation.
NeuroImage
224 (2021)
Pietro Astolfi
,
Alessandro De Benedictis
,
Silvio Sarubbo
,
Giulia Berto
,
Emanuele Olivetti
,
Diego Sona
,
Paolo Avesani
A Stem-Based Dissection of Inferior Fronto-Occipital Fasciculus with A Deep Learning Model.
ISBI
(2020)
Jan Svoboda
,
Pietro Astolfi
,
Davide Boscaini
,
Jonathan Masci
,
Michael M. Bronstein
Clustered Dynamic Graph CNN for Biometric 3D Hand Shape Recognition.
IJCB
(2020)
Pietro Astolfi
,
Ruben Verhagen
,
Laurent Petit
,
Emanuele Olivetti
,
Jonathan Masci
,
Davide Boscaini
,
Paolo Avesani
Tractogram Filtering of Anatomically Non-plausible Fibers with Geometric Deep Learning.
MICCAI (7)
(2020)
Pietro Astolfi
,
Ruben Verhagen
,
Laurent Petit
,
Emanuele Olivetti
,
Jonathan Masci
,
Davide Boscaini
,
Paolo Avesani
Tractogram filtering of anatomically non-plausible fibers with geometric deep learning.
CoRR
(2020)
Gabriele Amorosino
,
Denis Peruzzo
,
Pietro Astolfi
,
Daniela Redaelli
,
Paolo Avesani
,
Filippo Arrigoni
,
Emanuele Olivetti
Automatic Tissue Segmentation with Deep Learning in Patients with Congenital or Acquired Distortion of Brain Anatomy.
MLCN/RNO-AI@MICCAI
(2020)
Emanuele Olivetti
,
Pietro Gori
,
Pietro Astolfi
,
Giulia Bertò
,
Paolo Avesani
Nonlinear Alignment of Whole Tractograms with the Linear Assignment Problem.
WBIR
(2020)
Ferran Roure
,
Germán Moreno
,
Marcel Soler
,
Davide Faconti
,
Daniel Serrano
,
Pietro Astolfi
,
Gianluca Bardaro
,
Alessandro Gabrielli
,
Luca Bascetta
,
Matteo Matteucci
GRAPE: Ground Robot for vineyArd Monitoring and ProtEction.
ROBOT (1)
(2017)