Marcello Pelillo

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 121

Top Venues

CoRR

ICPR

Pattern Recognit. Lett.

Pattern Recognit.

Publications

Antonio Emanuele Cinà, Kathrin Grosse, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo
Machine Learning Security Against Data Poisoning: Are We There Yet? Computer 57 (3) (2024)
Antonio Emanuele Cinà, Francesco Villani, Maura Pintor, Lea Schönherr, Battista Biggio, Marcello Pelillo
-norm Adversarial Examples. CoRR (2024)
Jian Hou, Houshen Lin, Huaqiang Yuan, Marcello Pelillo
Flexible density peak clustering for real-world data. Pattern Recognit. 156 (2024)
Martina Mattioli, Antonio Emanuele Cinà, Marcello Pelillo
Understanding XAI Through the Philosopher's Lens: A Historical Perspective. CoRR (2024)
Dario Lazzaro, Antonio Emanuele Cinà, Maura Pintor, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo
Minimizing Energy Consumption of Deep Learning Models by Energy-Aware Training. CoRR (2023)
G. Beretta, G. Chiarot, Antonio Emanuele Cinà, Marcello Pelillo
Vector Flows and the Capacity of a Discrete Memoryless Channel. CoRR (2023)
Sara Ferro, Debora Pasquariello, Marcello Pelillo, Arianna Traviglia
The Specchieri MarVen Dataset: an Abbreviation-Rich Dataset in Venetian Idiom. ICIAP (2) (2023)
Ben Vardi, Alessandro Torcinovich, Marina Khoroshiltseva, Marcello Pelillo, Ohad Ben-Shahar
Multi-Phase Relaxation Labeling for Square Jigsaw Puzzle Solving. VISIGRAPP (4: VISAPP) (2023)
Hebatallah A. Mohamed, Diego Pilutti, Stuart James, Alessio Del Bue, Marcello Pelillo, Sebastiano Vascon
Locality-aware subgraphs for inductive link prediction in knowledge graphs. Pattern Recognit. Lett. 167 (2023)
Aref Enayati, Luca Palmieri, Sebastiano Vascon, Marcello Pelillo, Sinem Aslan
Semantic Motif Segmentation of Archaeological Fresco Fragments. ICCV (Workshops) (2023)
Ben Vardi, Alessandro Torcinovich, Marina Khoroshiltseva, Marcello Pelillo, Ohad Ben-Shahar
Multi-Phase Relaxation Labeling for Square Jigsaw Puzzle Solving. CoRR (2023)
Dario Lazzaro, Antonio Emanuele Cinà, Maura Pintor, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo
Minimizing Energy Consumption of Deep Learning Models by Energy-Aware Training. ICIAP (2) (2023)
Jian Hou, Huaqiang Yuan, Marcello Pelillo
Game-theoretic hypergraph matching with density enhancement. Pattern Recognit. 133 (2023)
Jian Hou, Huaqiang Yuan, Marcello Pelillo
Towards Parameter-Free Clustering for Real-World Data. Pattern Recognit. 134 (2023)
Ali Alagrami, Luca Palmieri, Sinem Aslan, Marcello Pelillo, Sebastiano Vascon
Reassembling Broken Objects using Breaking Curves. CoRR (2023)
Waqar Ali, Sebastiano Vascon, Thilo Stadelmann, Marcello Pelillo
Quasi-CliquePool: Hierarchical Graph Pooling for Graph Classification. SAC (2023)
Sara Ferro, Alessandro Torcinovich, Arianna Traviglia, Marcello Pelillo
Exploiting Context in Handwriting Recognition Using Trainable Relaxation Labeling. ICPRAM (2023)
Antonio Emanuele Cinà, Kathrin Grosse, Ambra Demontis, Sebastiano Vascon, Werner Zellinger, Bernhard Alois Moser, Alina Oprea, Battista Biggio, Marcello Pelillo, Fabio Roli
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning. ACM Comput. Surv. 55 (13s) (2023)
Ismail Elezi, Jenny Seidenschwarz, Laurin Wagner, Sebastiano Vascon, Alessandro Torcinovich, Marcello Pelillo, Laura Leal-Taixé
The Group Loss++: A Deeper Look Into Group Loss for Deep Metric Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Antonio Emanuele Cinà, Alessandro Torcinovich, Marcello Pelillo
A black-box adversarial attack for poisoning clustering. Pattern Recognit. 122 (2022)
Marina Khoroshiltseva, Arianna Traviglia, Marcello Pelillo, Sebastiano Vascon
Relaxation Labeling Meets GANs: Solving Jigsaw Puzzles with Missing Borders. ICIAP (3) (2022)
Antonio Emanuele Cinà, Kathrin Grosse, Ambra Demontis, Sebastiano Vascon, Werner Zellinger, Bernhard Alois Moser, Alina Oprea, Battista Biggio, Marcello Pelillo, Fabio Roli
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning. CoRR (2022)
Paul Lukowicz, Anton Nijholt, Kaleem Siddiqi, Marcello Pelillo, Kristof Van Laerhoven, Luca Viganò, Nicola Zannone
Editorial: 2021 editors' pick: Computer science. Frontiers Comput. Sci. 4 (2022)
Qihua Li, Xing Tian, Wing W. Y. Ng, Marcello Pelillo
Hashing-based affinity matrix for dominant set clustering. Neurocomputing 501 (2022)
Ismail Elezi, Jenny Seidenschwarz, Laurin Wagner, Sebastiano Vascon, Alessandro Torcinovich, Marcello Pelillo, Laura Leal-Taixé
The Group Loss++: A deeper look into group loss for deep metric learning. CoRR (2022)
Antonio Emanuele Cinà, Kathrin Grosse, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo
Machine Learning Security against Data Poisoning: Are We There Yet? CoRR (2022)
Hebatallah A. Mohamed Hassan, Sebastiano Vascon, Feliks Hibraj, Stuart James, Diego Pilutti, Alessio Del Bue, Marcello Pelillo
Geolocation of Cultural Heritage Using Multi-view Knowledge Graph Embedding. ICPR Workshops (3) (2022)
Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Michael Ying Yang, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Kunping Yang, Gui-Song Xia, Zicheng Liu, Bo Du, Wen Yang, Marcello Pelillo, Liangpei Zhang
Asymmetric Siamese Networks for Semantic Change Detection in Aerial Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Marina Khoroshiltseva, Arianna Traviglia, Marcello Pelillo, Sebastiano Vascon
Relaxation Labeling Meets GANs: Solving Jigsaw Puzzles with Missing Borders. CoRR (2022)
Hebatallah A. Mohamed, Sebastiano Vascon, Feliks Hibraj, Stuart James, Diego Pilutti, Alessio Del Bue, Marcello Pelillo
Geolocation of Cultural Heritage using Multi-View Knowledge Graph Embedding. CoRR (2022)
Jian Hou, Marcello Pelillo, Huaqiang Yuan
Hypergraph matching via game-theoretic hypergraph clustering. Pattern Recognit. 125 (2022)
Antonio Emanuele Cinà, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo
Energy-Latency Attacks via Sponge Poisoning. CoRR (2022)
Antonio Emanuele Cinà, Kathrin Grosse, Sebastiano Vascon, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo
Backdoor Learning Curves: Explaining Backdoor Poisoning Beyond Influence Functions. CoRR (2021)
Pascal Bohleber, Marco Roman, Carlo Barbante, Sebastiano Vascon, Kaleem Siddiqi, Marcello Pelillo
Ice Core Science Meets Computer Vision: Challenges and Perspectives. Frontiers Comput. Sci. 3 (2021)
Wendi Li, Wing W. Y. Ng, Ting Wang, Marcello Pelillo, Sam Kwong
HELP: An LSTM-based approach to hyperparameter exploration in neural network learning. Neurocomputing 442 (2021)
Alessandro Betti, Marco Gori, Stefano Melacci, Marcello Pelillo, Fabio Roli
Can machines learn to see without visual databases? CoRR (2021)
Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Michael Ying Yang, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges. CoRR (2021)
Antonio Emanuele Cinà, Sebastiano Vascon, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo
The Hammer and the Nut: Is Bilevel Optimization Really Needed to Poison Linear Classifiers? CoRR (2021)
Sebastiano Smaniotto, Marcello Pelillo
Two metrics for attributed hypergraphs. Pattern Recognit. Lett. 149 (2021)
Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu
LUAI Challenge 2021 on Learning to Understand Aerial Images. ICCVW (2021)
Sebastiano Vascon, Sinem Aslan, Gianluca Bigaglia, Lorenzo Giudice, Marcello Pelillo
Transductive Visual Verb Sense Disambiguation. WACV (2021)
Antonio Emanuele Cinà, Sebastiano Vascon, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo
The Hammer and the Nut: Is Bilevel Optimization Really Needed to Poison Linear Classifiers? IJCNN (2021)
Marina Khoroshiltseva, Ben Vardi, Alessandro Torcinovich, Arianna Traviglia, Ohad Ben-Shahar, Marcello Pelillo
Jigsaw Puzzle Solving as a Consistent Labeling Problem. CAIP (2) (2021)
Pascal Bohleber, Marco Roman, Carlo Barbante, Sebastiano Vascon, Kaleem Siddiqi, Marcello Pelillo
Ice Core Science Meets Computer Vision: Challenges and Perspectives. CoRR (2021)
Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu
LUAI Challenge 2021 on Learning to Understand Aerial Images. CoRR (2021)
Ting Wang, Wing W. Y. Ng, Marcello Pelillo, Sam Kwong
LiSSA: Localized Stochastic Sensitive Autoencoders. IEEE Trans. Cybern. 51 (5) (2021)
Antonio Emanuele Cinà, Alessandro Torcinovich, Marcello Pelillo
A Black-box Adversarial Attack for Poisoning Clustering. CoRR (2020)
Sebastiano Vascon, Sinem Aslan, Gianluca Bigaglia, Lorenzo Giudice, Marcello Pelillo
Transductive Visual Verb Sense Disambiguation. CoRR (2020)
Sinem Aslan, Sebastiano Vascon, Marcello Pelillo
Two sides of the same coin: Improved ancient coin classification using Graph Transduction Games. Pattern Recognit. Lett. 131 (2020)
Matteo Denitto, Manuele Bicego, Alessandro Farinelli, Sebastiano Vascon, Marcello Pelillo
Biclustering with dominant sets. Pattern Recognit. 104 (2020)
Fudong Wang, Nan Xue, Yipeng Zhang, Gui-Song Xia, Marcello Pelillo
A Functional Representation for Graph Matching. IEEE Trans. Pattern Anal. Mach. Intell. 42 (11) (2020)
Leulseged Tesfaye Alemu, Marcello Pelillo
Multi-feature fusion for image retrieval using constrained dominant sets. Image Vis. Comput. 94 (2020)
Feliks Hibraj, Marcello Pelillo, Saverio Salzo, Massimiliano Pontil
Efficient Tensor Kernel methods for sparse regression. CoRR (2020)
Wing W. Y. Ng, Xiaoxia Jiang, Xing Tian, Marcello Pelillo, Hui Wang, Sam Kwong
Incremental hashing with sample selection using dominant sets. Int. J. Mach. Learn. Cybern. 11 (12) (2020)
Sebastiano Vascon, Samuel Rota Bulò, Vittorio Murino, Marcello Pelillo
DSLib: An open source library for the dominant set clustering method. CoRR (2020)
Sebastiano Vascon, Marco Frasca, Rocco Tripodi, Giorgio Valentini, Marcello Pelillo
Protein function prediction as a graph-transduction game. Pattern Recognit. Lett. 134 (2020)
Ismail Elezi, Sebastiano Vascon, Alessandro Torcinovich, Marcello Pelillo, Laura Leal-Taixé
The Group Loss for Deep Metric Learning. ECCV (7) (2020)
Kunping Yang, Gui-Song Xia, Zicheng Liu, Bo Du, Wen Yang, Marcello Pelillo
Asymmetric Siamese Networks for Semantic Change Detection. CoRR (2020)
Marco Fiorucci, Francesco Pelosin, Marcello Pelillo
Separating Structure from Noise in Large Graphs Using the Regularity Lemma. Pattern Recognit. 98 (2020)
Sinem Aslan, Marcello Pelillo
Weakly Supervised Semantic Segmentation Using Constrained Dominant Sets. ICIAP (2) (2019)
Yonatan Tariku Tesfaye, Eyasu Zemene, Andrea Prati, Marcello Pelillo, Mubarak Shah
Multi-target Tracking in Multiple Non-overlapping Cameras Using Fast-Constrained Dominant Sets. Int. J. Comput. Vis. 127 (9) (2019)
Eyasu Zemene Mequanint, Leulseged Tesfaye Alemu, Marcello Pelillo
Dominant Sets for "Constrained" Image Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 41 (10) (2019)
Sebastiano Vascon, Sinem Aslan, Alessandro Torcinovich, Twan van Laarhoven, Elena Marchiori, Marcello Pelillo
Unsupervised Domain Adaptation using Graph Transduction Games. CoRR (2019)
Sinem Aslan, Marcello Pelillo
Weakly Supervised Semantic Segmentation Using Constrained Dominant Sets. CoRR (2019)
Leulseged Tesfaye Alemu, Mubarak Shah, Marcello Pelillo
Deep Constrained Dominant Sets for Person Re-Identification. ICCV (2019)
Ismail Elezi, Sebastiano Vascon, Alessandro Torcinovich, Marcello Pelillo, Laura Leal-Taixé
The Group Loss for Deep Metric Learning. CoRR (2019)
Sebastiano Vascon, Sinem Aslan, Alessandro Torcinovich, Twan van Laarhoven, Elena Marchiori, Marcello Pelillo
Unsupervised Domain Adaptation using Graph Transduction Games. IJCNN (2019)
Chu Wang, Marcello Pelillo, Kaleem Siddiqi
Dominant Set Clustering and Pooling for Multi-View 3D Object Recognition. CoRR (2019)
Marco Fiorucci, Francesco Pelosin, Marcello Pelillo
Separating Structure from Noise in Large Graphs Using the Regularity Lemma. CoRR (2019)
Eyasu Zemene, Yonatan Tariku Tesfaye, Haroon Idrees, Andrea Prati, Marcello Pelillo, Mubarak Shah
Large-Scale Image Geo-Localization Using Dominant Sets. IEEE Trans. Pattern Anal. Mach. Intell. 41 (1) (2019)
Fudong Wang, Gui-Song Xia, Nan Xue, Yipeng Zhang, Marcello Pelillo
A Functional Representation for Graph Matching. CoRR (2019)
Giulia Sandi, Sebastiano Vascon, Marcello Pelillo
Hypergraph isomorphism using association hypergraphs. Pattern Recognit. Lett. 128 (2019)
Leulseged Tesfaye Alemu, Mubarak Shah, Marcello Pelillo
Deep Constrained Dominant Sets for Person Re-identification. CoRR (2019)
Sebastiano Vascon, Ylenia Parin, Eis Annavini, Mattia D'Andola, Davide Zoccolan, Marcello Pelillo
Characterization of Visual Object Representations in Rat Primary Visual Cortex. CoRR (2018)
Feliks Hibraj, Sebastiano Vascon, Thilo Stadelmann, Marcello Pelillo
Speaker Clustering Using Dominant Sets. ICPR (2018)
Battista Biggio, Ignazio Pillai, Samuel Rota Bulò, Davide Ariu, Marcello Pelillo, Fabio Roli
Is Data Clustering in Adversarial Settings Secure? CoRR (2018)
Feliks Hibraj, Sebastiano Vascon, Thilo Stadelmann, Marcello Pelillo
Speaker Clustering Using Dominant Sets. CoRR (2018)
Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
DOTA: A Large-Scale Dataset for Object Detection in Aerial Images. CVPR (2018)
Ismail Elezi, Lukas Tuggener, Marcello Pelillo, Thilo Stadelmann
DeepScores and Deep Watershed Detection: current state and open issues. CoRR (2018)
Ismail Elezi, Alessandro Torcinovich, Sebastiano Vascon, Marcello Pelillo
Transductive Label Augmentation for Improved Deep Network Learning. CoRR (2018)
Ismail Elezi, Alessandro Torcinovich, Sebastiano Vascon, Marcello Pelillo
Transductive Label Augmentation for Improved Deep Network Learning. ICPR (2018)
Giulia Sandi, Sebastiano Vascon, Marcello Pelillo
On Association Graph Techniques for Hypergraph Matching. S+SSPR (2018)
Leulseged Tesfaye Alemu, Marcello Pelillo
Multi-feature Fusion for Image Retrieval Using Constrained Dominant Sets. CoRR (2018)
Lukas Tuggener, Ismail Elezi, Jürgen Schmidhuber, Marcello Pelillo, Thilo Stadelmann
DeepScores-A Dataset for Segmentation, Detection and Classification of Tiny Objects. ICPR (2018)
Jian Ding, Zhen Zhu, Gui-Song Xia, Xiang Bai, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
ICPR2018 Contest on Object Detection in Aerial Images (ODAI-18). ICPR (2018)
Tewodros Mulugeta Dagnew, Dalia Coppi, Marcello Pelillo, Rita Cucchiara
A Graph Transduction Game for Multi-target Tracking. CoRR (2018)
Sebastiano Vascon, Ylenia Parin, Eis Annavini, Mattia D'Andola, Davide Zoccolan, Marcello Pelillo
Characterization of Visual Object Representations in Rat Primary Visual Cortex. ECCV Workshops (3) (2018)
Jian Hou, Marcello Pelillo
A Game- Theoretic Hyper-Graph Matching Algorithm. ICPR (2018)
Lukas Tuggener, Ismail Elezi, Jürgen Schmidhuber, Marcello Pelillo, Thilo Stadelmann
DeepScores - A Dataset for Segmentation, Detection and Classification of Tiny Objects. CoRR (2018)
Sinem Aslan, Sebastiano Vascon, Marcello Pelillo
Ancient Coin Classification Using Graph Transduction Games. CoRR (2018)
Rocco Tripodi, Marcello Pelillo
A Game-Theoretic Approach to Word Sense Disambiguation. Comput. Linguistics 43 (1) (2017)
Marco Fiorucci, Alessandro Torcinovich, Manuel Curado, Francisco Escolano, Marcello Pelillo
On the Interplay between Strong Regularity and Graph Densification. CoRR (2017)
Samuel Rota Bulò, Battista Biggio, Ignazio Pillai, Marcello Pelillo, Fabio Roli
Randomized Prediction Games for Adversarial Machine Learning. IEEE Trans. Neural Networks Learn. Syst. 28 (11) (2017)
Alessandro Torcinovich, Marco Fratton, Marcello Pelillo, Alberto Pravato, Alessandro Roncato
A Computer Vision System for Monitoring Ice-Cream Freezers. ICIAP (2) (2017)
Eyasu Zemene, Yonatan Tariku, Haroon Idrees, Andrea Prati, Marcello Pelillo, Mubarak Shah
Large-scale Image Geo-Localization Using Dominant Sets. CoRR (2017)
Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
DOTA: A Large-scale Dataset for Object Detection in Aerial Images. CoRR (2017)
Chu Wang, Marcello Pelillo, Kaleem Siddiqi
Dominant Set Clustering and Pooling for Multi-View 3D Object Recognition. BMVC (2017)
Marco Fiorucci, Alessandro Torcinovich, Manuel Curado, Francisco Escolano, Marcello Pelillo
On the Interplay Between Strong Regularity and Graph Densification. GbRPR (2017)
Marco Fiorucci, Marco Fratton, Tinsae G. Dulecha, Marcello Pelillo, Alberto Pravato, Alessandro Roncato
A Computer Vision System for the Automatic Inventory of a Cooler. ICIAP (1) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marcello Pelillo