Pubblicazioni

Lightweight 3-D Convolutional Occupancy Networks for Virtual Object Reconstruction

2024 - IEEE COMPUTER GRAPHICS AND APPLICATIONS

Tonti, C. M.; Papa, L.; Amerini, I.

Opportunistic information-bottleneck for goal-oriented feature extraction and communication

2024 - IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY

Binucci, F.; Banelli, P.; Di Lorenzo, P.; Barbarossa, S.

A Survey on Efficient Vision Transformers: Algorithms, Techniques, and Performance Benchmarking

2024 - IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Papa, L.; Russo, P.; Amerini, I.; Zhou, L.

L3DAS23: Learning 3D Audio Sources for Audio-Visual Extended Reality

2024 - IEEE OPEN JOURNAL OF SIGNAL PROCESSING

Gramaccioni, R. F.; Marinoni, C.; Chen, C.; Uncini, A.; Comminiello, D.

From bag-of-words to transformers: a comparative study for text classification in healthcare discussions in social media

2024 - IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

DE SANTIS, Enrico; Martino, Alessio; Ronci, Francesca; Rizzi, Antonello

Learning Speech Emotion Representations in the Quaternion Domain

2023 - IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING

Guizzo, Eric; Weyde, Tillman; Scardapane, Simone; Comminiello, Danilo

CrackCLF: Automatic Pavement Crack Detection Based on Closed-Loop Feedback

2023 - IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Li, C.; Fan, Z.; Chen, Y.; Lin, H.; Moretti, L.; Loprencipe, G.; Sheng, W.; Wang, K. C. P.

Gea2: a Serious Game for Technology Enhanced Learning in STEM

2022 - IEEE TRANSACTIONS ON LEARNING TECHNOLOGIES

Ferro, L. S.; Mecella, M.; Sapio, F.; Temperini, M.; Terracina, A.

Efficient Sound Event Localization and Detection in the Quaternion Domain

2022 - IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS

Brignone, Christian; Mancini, Gioia; Grassucci, Eleonora; Uncini, Aurelio; Comminiello, Danilo

Optimized Collaborative Brain-Computer Interfaces for Enhancing Face Recognition

2022 - IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Salvatore, C.; Valeriani, D.; Piccialli, V.; Bianchi, L.

A Hierarchical Framework for Collaborative Artificial Intelligence

2022 - IEEE PERVASIVE COMPUTING

Crowley, James L.; Coutaz, Joelle; Grosinger, Jasmin; Vazquez-Salceda, Javier; Angulo, Cecilio; Sanfeliu, Alberto; Iocchi, Luca; Cohn, Anthony G.

Re-identification of objects from aerial photos with hybrid siamese neural networks

2022 - IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

Devoto, A.; Spinelli, I.; Murabito, F.; Chiovoloni, F.; Musmeci, R.; Scardapane, S.

A Meta-Learning Approach for Training Explainable Graph Neural Networks

2022 - IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

Spinelli, I.; Scardapane, S.; Uncini, A.

Explain the Explainer: Interpreting Model-Agnostic Counterfactual Explanations of a Deep Reinforcement Learning Agent

2022 - IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE

Chen, Z.; Silvestri, F.; Tolomei, G.; Wang, J.; Zhu, H.; Ahn, H.

Towards Safe Human-Quadrotor Interaction: Mixed-Initiative Control via Real-Time NMPC

2021 - IEEE ROBOTICS AND AUTOMATION LETTERS

Barros Carlos, B.; Franchi, A.; Oriolo, G.

Multimodal Feature Fusion and Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification

2021 - IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Avola, D.; Cinque, L.; Fagioli, A.; Filetti, S.; Grani, G.; Rodola, E.

Adversarial machine learning for protecting against online manipulation

2021 - IEEE INTERNET COMPUTING

Cresci, Stefano; Petrocchi, Marinella; Spognardi, Angelo; Tognazzi, Stefano

Cryptanalysis of a Code-Based Signature Scheme Based on the Schnorr-Lyubashevsky Framework

2021 - IEEE COMMUNICATIONS LETTERS

Baldi, M; Deneuville, Jc; Persichetti, E; Santini, P

A Comprehensive Review of Speech Emotion Recognition Systems

2021 - IEEE ACCESS

TAIBA MAJID, TAIBA MAJID; Teddy Surya, Gunawan; Syed Asif Ahmad, Qadri; Mira, Kartiwi; Eliathamby, Ambikairajah

Capture the Bot: Using Adversarial Examples to Improve CAPTCHA Robustness to Bot Attacks

2020 - IEEE INTELLIGENT SYSTEMS

Hitaj, D.; Hitaj, B.; Jajodia, S.; Mancini, L. V.

Approximate transverse feedback linearization under digital control

2020 - IEEE CONTROL SYSTEMS LETTERS

Elobaid, M.; Monaco, S.; Normand-Cyrot, D.

Automated discovery of process models from event logs: review and benchmark

2019 - IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Augusto, Adriano; Conforti, Raffaele; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio M.; Marrella, Andrea; Mecella, Massimo; Soo, Allar

Toward a cooperation index based on EEG-workload causality: preliminary findings on aerospace-like tasks

2019 - 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Sciaraffa, Nicolina; Borghini, Gianluca; Arico, Pietro; Di Flumeri, Gianluca; Bonelli, Stefano; Drogoul, Fabrice; Vozzi, Alessia; Ronca, Vincenzo; Bezerianos, Anastasios; Thakor, Nitish V.; Babiloni, Fabio

Knowledge is Never Enough: Towards Web Aided Deep Open World Recognition

2019 - 2019 International Conference on Robotics and Automation (ICRA)

Mancini, Massimiliano; Karaoguz, Hakan; Ricci, Elisa; Jensfelt, Patric; Caputo, Barbara

Structured Domain Adaptation for 3D Keypoint Estimation

2019 - 2019 International Conference on 3D Vision (3DV)

Osterno Vasconcelos, Levi; Mancini, Massimiliano; Boscaini, Davide; Caputo, Barbara; Ricci, Elisa