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Transductive Visual Verb Sense Disambiguation

Dec 20, 2020
Sebastiano Vascon, Sinem Aslan, Gianluca Bigaglia, Lorenzo Giudice, Marcello Pelillo

* Accepted at the IEEE Workshop on Application of Computer Vision 2021 

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

Oct 15, 2020
Sebastiano Vascon, Samuel Rota Bul├▓, Vittorio Murino, Marcello Pelillo


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Asymmetric Siamese Networks for Semantic Change Detection

Oct 12, 2020
Kunping Yang, Gui-Song Xia, Zicheng Liu, Bo Du, Wen Yang, Marcello Pelillo


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A Black-box Adversarial Attack for Poisoning Clustering

Sep 09, 2020
Antonio Emanuele Cinà, Alessandro Torcinovich, Marcello Pelillo

* 13 pages 

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Efficient Tensor Kernel methods for sparse regression

Mar 23, 2020
Feliks Hibraj, Marcello Pelillo, Saverio Salzo, Massimiliano Pontil

* M.Sc. Thesis introducing a novel layout to efficiently store symmetric tensor data 

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The Group Loss for Deep Metric Learning

Dec 01, 2019
Ismail Elezi, Sebastiano Vascon, Alessandro Torcinovich, Marcello Pelillo, Laura Leal-Taixe


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Weakly Supervised Semantic Segmentation Using Constrained Dominant Sets

Sep 20, 2019
Sinem Aslan, Marcello Pelillo

* In: Image Analysis and Processing (ICIAP 2019). Lecture Notes in Computer Science, vol 11752. Springer, Cham (2019) 

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Dominant Set Clustering and Pooling for Multi-View 3D Object Recognition

Jun 04, 2019
Chu Wang, Marcello Pelillo, Kaleem Siddiqi

* British Machine Vision Conference 2017 

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Unsupervised Domain Adaptation using Graph Transduction Games

May 06, 2019
Sebastiano Vascon, Sinem Aslan, Alessandro Torcinovich, Twan van Laarhoven, Elena Marchiori, Marcello Pelillo

* Oral IJCNN 2019 

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Deep Constrained Dominant Sets for Person Re-identification

Apr 25, 2019
Leulseged Tesfaye Alemu, Mubarak Shah, Marcello Pelillo


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A Functional Representation for Graph Matching

Jan 16, 2019
Fu-Dong Wang, Gui-Song Xia, Nan Xue, Yipeng Zhang, Marcello Pelillo


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Is Data Clustering in Adversarial Settings Secure?

Nov 25, 2018
Battista Biggio, Ignazio Pillai, Samuel Rota Bul├▓, Davide Ariu, Marcello Pelillo, Fabio Roli

* Proceedings of the 2013 ACM Workshop on Artificial Intelligence and Security, AISec '13, pages 87-98, New York, NY, USA, 2013. ACM 

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DeepScores and Deep Watershed Detection: current state and open issues

Oct 12, 2018
Ismail Elezi, Lukas Tuggener, Marcello Pelillo, Thilo Stadelmann

* Published on WORMS workshop (ISMIR affiliated workshop) 

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Characterization of Visual Object Representations in Rat Primary Visual Cortex

Oct 02, 2018
Sebastiano Vascon, Ylenia Parin, Eis Annavini, Mattia D'Andola, Davide Zoccolan, Marcello Pelillo

* Accepted at Brain Driven Computer Vision Workshop at ECCV 2018 

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Ancient Coin Classification Using Graph Transduction Games

Oct 02, 2018
Sinem Aslan, Sebastiano Vascon, Marcello Pelillo


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Multi-feature Fusion for Image Retrieval Using Constrained Dominant Sets

Aug 15, 2018
Leulseged Tesfaye Alemu, Marcello Pelillo


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A Graph Transduction Game for Multi-target Tracking

Jun 25, 2018
Tewodros Mulugeta Dagnew, Dalia Coppi, Marcello Pelillo, Rita Cucchiara


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Transductive Label Augmentation for Improved Deep Network Learning

May 26, 2018
Ismail Elezi, Alessandro Torcinovich, Sebastiano Vascon, Marcello Pelillo

* Accepted on IEEE International Conference on Pattern Recognition 

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DeepScores -- A Dataset for Segmentation, Detection and Classification of Tiny Objects

May 26, 2018
Lukas Tuggener, Ismail Elezi, J├╝rgen Schmidhuber, Marcello Pelillo, Thilo Stadelmann

* 6 pages, accepted on IEEE International Conference on Pattern Recognition 2018 

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DOTA: A Large-scale Dataset for Object Detection in Aerial Images

Jan 27, 2018
Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang


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Large-scale Image Geo-Localization Using Dominant Sets

Sep 14, 2017
Eyasu Zemene, Yonatan Tariku, Haroon Idrees, Andrea Prati, Marcello Pelillo, Mubarak Shah


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Dominant Sets for "Constrained" Image Segmentation

Jul 15, 2017
Eyasu Zemene, Leulseged Tesfaye Alemu, Marcello Pelillo

* arXiv admin note: text overlap with arXiv:1608.00641 

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Multi-Target Tracking in Multiple Non-Overlapping Cameras using Constrained Dominant Sets

Jun 19, 2017
Yonatan Tariku Tesfaye, Eyasu Zemene, Andrea Prati, Marcello Pelillo, Mubarak Shah


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On the Interplay between Strong Regularity and Graph Densification

Mar 21, 2017
Marco Fiorucci, Alessandro Torcinovich, Manuel Curado, Francisco Escolano, Marcello Pelillo

* GbR2017 to appear in Lecture Notes in Computer Science (LNCS) 

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Revealing Structure in Large Graphs: Szemer├ędi's Regularity Lemma and its Use in Pattern Recognition

Sep 21, 2016
Marcello Pelillo, Ismail Elezi, Marco Fiorucci

* Accepted for publication in Pattern Recognition Letters 

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Context Aware Nonnegative Matrix Factorization Clustering

Sep 15, 2016
Rocco Tripodi, Sebastiano Vascon, Marcello Pelillo

* 6 pages, 3 figures. Full paper accepted to International Conference on Pattern Recognition ICPR 2016, Canc\'un, Mexico 

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Randomized Prediction Games for Adversarial Machine Learning

Sep 03, 2016
Samuel Rota Bul├▓, Battista Biggio, Ignazio Pillai, Marcello Pelillo, Fabio Roli

* IEEE Transactions on Neural Networks and Learning Systems, 2016 

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Interactive Image Segmentation Using Constrained Dominant Sets

Aug 03, 2016
Eyasu Zemene, Marcello Pelillo

* Accepted at ECCV 2016 

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Document Clustering Games in Static and Dynamic Scenarios

Jul 08, 2016
Rocco Tripodi, Marcello Pelillo

* This paper will be published in the series Lecture Notes in Computer Science (LNCS) published by Springer, containing the ICPRAM 2016 best papers 

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A Game-Theoretic Approach to Word Sense Disambiguation

Jul 04, 2016
Rocco Tripodi, Marcello Pelillo

* To be published in Computational Linguistics 

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