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Jigsaw Puzzle Solving as a Consistent Labeling Problem
Accepted. We propose a method to solve jigsaw puzzles, by formulating a consistent labeling problem, that we address with a Relaxation Labeling + a matrix balancing process
Marina Khoroshiltseva, Ben Vardi, Alessandro Torcinovich, Arianna Traviglia, Ohad Ben-Shahar, Marcello Pelillo
Jigsaw Puzzle Solving as a Consistent Labeling Problem
The Group Loss for Deep Metric Embedding
We propose Group Loss, a new loss for deep metric learning tasks, that takes into account all the observations in a mini-batch at the same time
Ismail Elezi, Sebastiano Vascon, Alessandro Torcinovich, Marcello Pelillo, Laura Leal-Taixé
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The Group Loss for Deep Metric Embedding
Unsupervised Domain Adaptation Using Graph Transduction Games
We extend a previously proposed graph transduction method to perform unsupervised domain adaptation on image datasets for object recognition
Sebastiano Vascon, Sinem Aslan, Alessandro Torcinovich, Twan Van Laarhoven, Elena Marchiori, Marcello Pelillo
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Unsupervised Domain Adaptation Using Graph Transduction Games
Transductive Label Augmentation For Improved Deep Network Learning
We present a technique to automatic label unlabeled images, through the use of a graph transductive algorithm
Ismail Elezi, Alessandro Torcinovich, Sebastiano Vascon, Marcello Pelillo
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Transductive Label Augmentation For Improved Deep Network Learning
A Computer Vision System for Monitoring Ice-Cream Freezers
We present an AI-powered system able to segment and track the content of a commercial ice-cream freezer. This work has been done in collaboration with Prosa s.r.l
Alessandro Torcinovich, Marco Fratton, Marcello Pelillo, Alberto Pravato, Alessandro Roncato
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A Computer Vision System for Monitoring Ice-Cream Freezers
On the Interplay between Strong Regularity and Graph Densification
We investigate Szemerédi’s Regularity Lemma as a tool to preserve metric information in large graphs
Marco Fiorucci, Alessandro Torcinovich, Manuel Curado, Francisco Escolano, Marcello Pelillo
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On the Interplay between Strong Regularity and Graph Densification