Sebastiano Vascon

According to our database, Sebastiano Vascon authored at least 34 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Locality-aware subgraphs for inductive link prediction in knowledge graphs.

Hebatallah A. Mohamed, Diego Pilutti, Stuart James, Alessio Del Bue, Marcello Pelillo, Sebastiano Vascon

Pattern Recognit. Lett., March, 2023

The Group Loss++: A Deeper Look Into Group Loss for Deep Metric Learning.

Ismail Elezi, Jenny Seidenschwarz, Laurin Wagner, Sebastiano Vascon, Alessandro Torcinovich, Marcello Pelillo, Laura Leal-Taixé

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning.

Antonio Emanuele Cinà, Kathrin Grosse, Ambra Demontis, Sebastiano Vascon, Werner Zellinger, Bernhard Alois Moser, Alina Oprea, Battista Biggio, Marcello Pelillo, Fabio Roli

ACM Comput. Surv., 2023

Reassembling Broken Objects using Breaking Curves.

Ali Alagrami, Luca Palmieri, Sinem Aslan, Marcello Pelillo, Sebastiano Vascon

CoRR, 2023

Quasi-CliquePool: Hierarchical Graph Pooling for Graph Classification.

Waqar Ali, Sebastiano Vascon, Thilo Stadelmann, Marcello Pelillo

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

Semantic Motif Segmentation of Archaeological Fresco Fragments.

Aref Enayati, Luca Palmieri, Sebastiano Vascon, Marcello Pelillo, Sinem Aslan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Geolocation of Cultural Heritage Using Multi-view Knowledge Graph Embedding.

Hebatallah A. Mohamed Hassan, Sebastiano Vascon, Feliks Hibraj, Stuart James, Diego Pilutti, Alessio Del Bue, Marcello Pelillo

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Relaxation Labeling Meets GANs: Solving Jigsaw Puzzles with Missing Borders.

Marina Khoroshiltseva, Arianna Traviglia, Marcello Pelillo, Sebastiano Vascon

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021

Ice Core Science Meets Computer Vision: Challenges and Perspectives.

Pascal Bohleber, Marco Roman, Carlo Barbante, Sebastiano Vascon, Kaleem Siddiqi, Marcello Pelillo

Frontiers Comput. Sci., 2021

Backdoor Learning Curves: Explaining Backdoor Poisoning Beyond Influence Functions.

Antonio Emanuele Cinà, Kathrin Grosse, Sebastiano Vascon, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo

CoRR, 2021

Transductive Visual Verb Sense Disambiguation.

Sebastiano Vascon, Sinem Aslan, Gianluca Bigaglia, Lorenzo Giudice, Marcello Pelillo

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

The Hammer and the Nut: Is Bilevel Optimization Really Needed to Poison Linear Classifiers?

Antonio Emanuele Cinà, Sebastiano Vascon, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Protein function prediction as a graph-transduction game.

Sebastiano Vascon, Marco Frasca, Rocco Tripodi, Giorgio Valentini, Marcello Pelillo

Pattern Recognit. Lett., 2020

Two sides of the same coin: Improved ancient coin classification using Graph Transduction Games.

Sinem Aslan, Sebastiano Vascon, Marcello Pelillo

Pattern Recognit. Lett., 2020

Biclustering with dominant sets.

Matteo Denitto, Manuele Bicego, Alessandro Farinelli, Sebastiano Vascon, Marcello Pelillo

Pattern Recognit., 2020

DSLib: An open source library for the dominant set clustering method.

Sebastiano Vascon, Samuel Rota Bulò, Vittorio Murino, Marcello Pelillo

CoRR, 2020

Encoding Brain Networks Through Geodesic Clustering of Functional Connectivity for Multiple Sclerosis Classification.

Muhammad Abubakar Yamin, Paola Valsasina, Michael Dayan, Sebastiano Vascon, Jacopo Tessadori, Massimo Filippi, Vittorio Murino, Maria Assunta Rocca, Diego Sona

Proceedings of the 25th International Conference on Pattern Recognition, 2020

The Group Loss for Deep Metric Learning.

Ismail Elezi, Sebastiano Vascon, Alessandro Torcinovich, Marcello Pelillo, Laura Leal-Taixé

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Hypergraph isomorphism using association hypergraphs.

Giulia Sandi, Sebastiano Vascon, Marcello Pelillo

Pattern Recognit. Lett., 2019

Unsupervised Domain Adaptation using Graph Transduction Games.

Sebastiano Vascon, Sinem Aslan, Alessandro Torcinovich, Twan van Laarhoven, Elena Marchiori, Marcello Pelillo

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Ancient Coin Classification Using Graph Transduction Games.

Sinem Aslan, Sebastiano Vascon, Marcello Pelillo

CoRR, 2018

On Association Graph Techniques for Hypergraph Matching.

Giulia Sandi, Sebastiano Vascon, Marcello Pelillo

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

Speaker Clustering Using Dominant Sets.

Feliks Hibraj, Sebastiano Vascon, Thilo Stadelmann, Marcello Pelillo

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Transductive Label Augmentation for Improved Deep Network Learning.

Ismail Elezi, Alessandro Torcinovich, Sebastiano Vascon, Marcello Pelillo

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Characterization of Visual Object Representations in Rat Primary Visual Cortex.

Sebastiano Vascon, Ylenia Parin, Eis Annavini, Mattia D'Andola, Davide Zoccolan, Marcello Pelillo

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

Group Detection and Tracking Using Sociological Features.

Sebastiano Vascon, Loris Bazzani

Proceedings of the Group and Crowd Behavior for Computer Vision, 1st Edition, 2017

2016

Detecting conversational groups in images and sequences: A robust game-theoretic approach.

Sebastiano Vascon, Eyasu Zemene Mequanint, Marco Cristani, Hayley Hung, Marcello Pelillo, Vittorio Murino

Comput. Vis. Image Underst., 2016

Context aware nonnegative matrix factorization clustering.

Rocco Tripodi, Sebastiano Vascon, Marcello Pelillo

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Detecting emergent leader in a meeting environment using nonverbal visual features only.

Cigdem Beyan, Nicolò Carissimi, Francesca Capozzi, Sebastiano Vascon, Matteo Bustreo, Antonio Pierro, Cristina Becchio, Vittorio Murino

Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

2014

Automated multi-subject fiber clustering of mouse brain using dominant sets.

Luca Dodero, Sebastiano Vascon, Vittorio Murino, Angelo Bifone, Alessandro Gozzi, Diego Sona

Frontiers Neuroinformatics, 2014

A Game-Theoretic Probabilistic Approach for Detecting Conversational Groups.

Sebastiano Vascon, Eyasu Zemene Mequanint, Marco Cristani, Hayley Hung, Marcello Pelillo, Vittorio Murino

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

Automatic White Matter Fiber Clustering Using Dominant Sets.

Luca Dodero, Sebastiano Vascon, Luca Giancardo, Alessandro Gozzi, Diego Sona, Vittorio Murino

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

Using Dominant Sets for k-NN Prototype Selection.

Sebastiano Vascon, Marco Cristani, Marcello Pelillo, Vittorio Murino

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

2012

A stable graph-based representation for object recognition through high-order matching.

Andrea Albarelli, Filippo Bergamasco, Luca Rossi, Sebastiano Vascon, Andrea Torsello

Proceedings of the 21st International Conference on Pattern Recognition, 2012