Pubblicazioni

A Weighted Average Consensus Approach for Decentralized Federated Learning

2022 - MACHINE INTELLIGENCE RESEARCH

Giuseppi, A.; Manfredi, S.; Pietrabissa, A.

A novel GAN-based anomaly Detection and localization method for aerial video surveillance at low altitude

2022 - REMOTE SENSING

Avola, D.; Cannistraci, I.; Cascio, M.; Cinque, L.; Diko, A.; Fagioli, A.; Foresti, G. L.; Lanzino, R.; Mancini, M.; Mecca, A.; Pannone, D.

Real-time monocular depth estimation on embedded devices: challenges and performances in terrestrial and underwater scenarios

2022 - IEEE International Workshop on Metrology for the Sea

Papa, Lorenzo; Russo, Paolo; Amerini, Irene

A price-aware dynamic decision system in energy communities

2022 - 2022 IEEE International conference on environment and electrical engineering and 2022 IEEE Industrial and commercial power systems Europe, EEEIC / I and CPS Europe 2022

Di Luzio, F.; Succetti, F.; Rosato, A.; Araneo, R.; Panella, M.

3DCD: a new dataset for 2d and 3d change detection using deep learning techniques

2022 - INTERNATIONAL ARCHIVES OF THE PHOTOGRAMMETRY, REMOTE SENSING AND SPATIAL INFORMATION SCIENCES

Coletta, V.; Marsocci, V.; Ravanelli, R.

Deep learning for laboratory earthquake prediction and autoregressive forecasting of fault zone stress

2022 - EARTH AND PLANETARY SCIENCE LETTERS

Laurenti, Laura; Tinti, Elisa; Galasso, Fabio; Franco, Luca; Marone, CHRIS JAMES

Deep learning for laboratory earthquake prediction and autoregressive forecasting of fault zone stress

2022 - EARTH AND PLANETARY SCIENCE LETTERS

Laurenti, Laura; Tinti, Elisa; Galasso, Fabio; Franco, Luca; Marone, CHRIS JAMES

MaleficNet: Hiding Malware intoÂ Deep Neural Networks Using Spread-Spectrum Channel Coding

2022 - Computer Security â ESORICS 2022

Hitaj, Dorjan; Pagnotta, Giulio; Hitaj, Briland; Mancini, Luigi V.; Perez-Cruz, Fernando

Efficient and Refined Deep Convolutional Features Network for the Crack Segmentation of Solar Cell Electroluminescence Images

2022 - IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING

Wang, C.; Chen, H.; Zhao, S.; Rahman, M. R. U.

Deep learning hybrid techniques for brain tumor segmentation

2022 - SENSORS

Munir, Khushboo; Frezza, Fabrizio; Rizzi, Antonello

Evaluation of Disability Progression in Multiple Sclerosis via Magnetic-Resonance-Based Deep Learning Techniques

2022 - INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Taloni, Alessandro; Farrelly, Francis Allen; Pontillo, Giuseppe; Petsas, Nikolaos; Gianni', Costanza; Ruggieri, Serena; Petracca, Maria; Brunetti, Arturo; Pozzilli, Carlo; Pantano, Patrizia; Tommasin, Silvia

Deep Learning for Chondrogenic Tumor Classification through Wavelet Transform of Raman Spectra

2022 - SENSORS

Manganelli Conforti, Pietro; D'Acunto, Mario; Russo, Paolo

DOES: A Deep Learning-Based Approach to Estimate Roll and Pitch at Sea

2022 - IEEE ACCESS

Di Ciaccio, F; Russo, P; Troisi, S

Deep Learning-Based Assessment of Facial Periodic Affect in Work-Like Settings

2022 - 17th European Conference on Computer Vision (ECCV) Workshops

Song, Siyang; Luo, Yiming; Ronca, Vincenzo; Borghini, Gianluca; Sagha, Hesam; Rick, Vera; Mertens, Alexander; Gunes, Hatice

Detection accuracy forÂ evaluating compositional explanations ofÂ units

2022 -

Makinwa, S. M.; La Rosa, B.; Capobianco, R.

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.

SIRe-Networks: Convolutional neural networks architectural extension for information preservation via skip/residual connections and interlaced auto-encoders

2022 - NEURAL NETWORKS

Avola, D.; Cinque, L.; Fagioli, A.; Foresti, G. L.

Real-time deep learning method for automated detection and localization of structural defects in manufactured products

2022 - COMPUTERS & INDUSTRIAL ENGINEERING

Avola, D.; Cascio, M.; Cinque, L.; Fagioli, A.; Foresti, G. L.; Marini, M. R.; Rossi, F.

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.

A Physics-Assisted Deep Learning Microwave Imaging Framework for Real-time Shape Reconstruction of Unknown Targets

2022 - IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Ruiz, A. Y.; Cavagnaro, M.; Crocco, L.

Evaluating Adversarial Attacks and Defences in Infrared Deep Learning Monitoring Systems

2022 - 2022 International Joint Conference on Neural Networks (IJCNN)

Spasiano, F; Gennaro, G; Scardapane, S

Skin Lesion Area Segmentation Using Attention Squeeze U-Net for Embedded Devices

2022 - JOURNAL OF DIGITAL IMAGING

Pennisi, Andrea; Bloisi, Domenico D; Suriani, Vincenzo; Nardi, Daniele; Facchiano, Antonio; Giampetruzzi, Anna Rita

A Machine Learning Snowfall Retrieval Algorithm for ATMS

2022 - REMOTE SENSING

SanÃ², Paolo; Casella, Daniele; Camplani, Andrea; Pio D'Adderio, Leo; Panegrossi, Giulia

Detecting and Understanding Harmful Memes: A Survey

2022 - Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence

Sharma, Shivam; Alam, Firoj; Akhtar, Md. Shad; Dimitrov, Dimitar; Da San Martino, Giovanni; Firooz, Hamed; Halevy, Alon; Silvestri, Fabrizio; Nakov, Preslav; Chakraborty, Tanmoy

A Deep Learning Pipeline to Automate High-Resolution Arterial Segmentation With or Without Intravenous Contrast

2022 - ANNALS OF SURGERY

Chandrashekar, Anirudh; Handa, Ashok; Shivakumar, Natesh; Lapolla, Pierfrancesco; Uberoi, Raman; Grau, Vicente; Lee, Regent