A Learning Strategy for the Autonomous Control of Type 1 Diabetes. - Mario Luca Fravolini; Silvia Cascianelli; Pier Giorgio Fabietti (Appl. Artif. Intell., 2015)

SmartSEAL: A ROS based home automation framework for heterogeneous devices interconnection in smart buildings. - Enrico Bellocchio; Gabriele Costante; Silvia Cascianelli; Paolo Valigi; Thomas A. Ciarfuglia (ISC2, 2016)

A robust semi-semantic approach for visual localization in urban environment. - Silvia Cascianelli; Gabriele Costante; Enrico Bellocchio; Paolo Valigi; Mario Luca Fravolini; Thomas A. Ciarfuglia (ISC2, 2016)

Hand-Designed Local Image Descriptors vs. Off-the-Shelf CNN-Based Features for Texture Classification: An Experimental Comparison. - Raquel Bello-Cerezo; Francesco Bianconi; Silvia Cascianelli; Mario Luca Fravolini; Francesco Di Maria; Fabrizio Smeraldi (IIMSS, 2017)

Dimensionality Reduction Strategies for CNN-Based Classification of Histopathological Images. - Silvia Cascianelli; Raquel Bello-Cerezo; Francesco Bianconi; Mario Luca Fravolini; Mehdi Belal; Barbara Palumbo; Jakob Nikolas Kather (IIMSS, 2017)

Robust visual semi-semantic loop closure detection by a covisibility graph and CNN features. - Silvia Cascianelli; Gabriele Costante; Enrico Bellocchio; Paolo Valigi; Mario Luca Fravolini; Thomas A. Ciarfuglia (Robotics Auton. Syst., 2017)

Visual Localization in the Presence of Appearance Changes Using the Partial Order Kernel. - Maryam Abdollahyan; Silvia Cascianelli; Enrico Bellocchio; Gabriele Costante; Thomas A. Ciarfuglia; Francesco Bianconi; Fabrizio Smeraldi; Mario Luca Fravolini (EUSIPCO, 2018)

Full-GRU Natural Language Video Description for Service Robotics Applications. - Silvia Cascianelli; Gabriele Costante; Thomas A. Ciarfuglia; Paolo Valigi; Mario Luca Fravolini (IEEE Robotics Autom. Lett., 2018)

Evaluating Deep Semi-supervised Learning for Whole-Transcriptome Breast Cancer Subtyping. - Silvia Cascianelli; Francisco Cristovao; Arif Canakoglu; Mark J. Carman; Luca Nanni; Pietro Pinoli; Marco Masseroli (CIBB, 2019)

Experimental Prediction Intervals for Monitoring Wind Turbines: an Ensemble Approach. - Silvia Cascianelli; Davide Astolfi; Gabriele Costante; Francesco Castellani; Mario Luca Fravolini (ICCAD, 2019)

Data-Based Design of Robust Fault Isolation Residuals Using LASSO optimization. - Silvia Cascianelli; Francesco Crocetti; Gabriele Costante; Paolo Valigi; Mario Luca Fravolini (ICCAD, 2019)

Explore and Explain: Self-supervised Navigation and Recounting. - Roberto Bigazzi; Federico Landi; Marcella Cornia; Silvia Cascianelli; Lorenzo Baraldi 001; Rita Cucchiara (ICPR, 2020)

Watch Your Strokes: Improving Handwritten Text Recognition with Deformable Convolutions. - Iulian Cojocaru; Silvia Cascianelli; Lorenzo Baraldi 001; Massimiliano Corsini; Rita Cucchiara (ICPR, 2020)

Hybrid Evolutionary Framework for Selection of Genes Predicting Breast Cancer Relapse. - Lorenzo Perino; Silvia Cascianelli; Marco Masseroli (IJCNN, 2020)

Combining Domain Adaptation and Spatial Consistency for Unseen Fruits Counting: A Quasi-Unsupervised Approach. - Enrico Bellocchio; Gabriele Costante; Silvia Cascianelli; Mario Luca Fravolini; Paolo Valigi (IEEE Robotics Autom. Lett., 2020)

The Role of the Input in Natural Language Video Description. - Silvia Cascianelli; Gabriele Costante; Alessandro Devo; Thomas A. Ciarfuglia; Paolo Valigi; Mario Luca Fravolini (IEEE Trans. Multim., 2020)

Out of the Box: Embodied Navigation in the Real World. - Roberto Bigazzi; Federico Landi; Marcella Cornia; Silvia Cascianelli; Lorenzo Baraldi 001; Rita Cucchiara (CAIP (1), 2021)

Learning to Read L'Infinito: Handwritten Text Recognition with Synthetic Training Data. - Silvia Cascianelli; Marcella Cornia; Lorenzo Baraldi 001; Maria Ludovica Piazzi; Rosiana Schiuma; Rita Cucchiara (CAIP (2), 2021)

From Show to Tell: A Survey on Image Captioning. - Matteo Stefanini; Marcella Cornia; Lorenzo Baraldi 001; Silvia Cascianelli; Giuseppe Fiameni; Rita Cucchiara (CoRR, 2021)

The Unreasonable Effectiveness of CLIP Features for Image Captioning: An Experimental Analysis. - Manuele Barraco; Marcella Cornia; Silvia Cascianelli; Lorenzo Baraldi 001; Rita Cucchiara (CVPR Workshops, 2022)

Embodied Navigation at the Art Gallery. - Roberto Bigazzi; Federico Landi; Silvia Cascianelli; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (ICIAP (1), 2022)

Investigating Bidimensional Downsampling in Vision Transformer Models. - Paolo Bruno; Roberto Amoroso; Marcella Cornia; Silvia Cascianelli; Lorenzo Baraldi 001; Rita Cucchiara (ICIAP (2), 2022)

CaMEL: Mean Teacher Learning for Image Captioning. - Manuele Barraco; Matteo Stefanini; Marcella Cornia; Silvia Cascianelli; Lorenzo Baraldi 001; Rita Cucchiara (ICPR, 2022)

The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition. - Silvia Cascianelli; Vittorio Pippi; Martin Maarand; Marcella Cornia; Lorenzo Baraldi 001; Christopher Kermorvant; Rita Cucchiara (ICPR, 2022)

Spot the Difference: A Novel Task for Embodied Agents in Changing Environments. - Federico Landi; Roberto Bigazzi; Marcella Cornia; Silvia Cascianelli; Lorenzo Baraldi 001; Rita Cucchiara (ICPR, 2022)

Boosting modern and historical handwritten text recognition with deformable convolutions. - Silvia Cascianelli; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (Int. J. Document Anal. Recognit., 2022)

Focus on Impact: Indoor Exploration With Intrinsic Motivation. - Roberto Bigazzi; Federico Landi; Silvia Cascianelli; Lorenzo Baraldi 001; Marcella Cornia; Rita Cucchiara (IEEE Robotics Autom. Lett., 2022)

Investigating Deep Learning Based Breast Cancer Subtyping Using Pan-Cancer and Multi-Omic Data. - Francisco Cristovao; Silvia Cascianelli; Arif Canakoglu; Mark J. Carman; Luca Nanni; Pietro Pinoli; Marco Masseroli (IEEE ACM Trans. Comput. Biol. Bioinform., 2022)

Wind Turbine Power Curve Monitoring Based on Environmental and Operational Data. - Silvia Cascianelli; Davide Astolfi; Francesco Castellani; Rita Cucchiara; Mario Luca Fravolini (IEEE Trans. Ind. Informatics, 2022)

RGMQL: scalable and interoperable computing of heterogeneous omics big data and metadata in R/Bioconductor. - Simone Pallotta; Silvia Cascianelli; Marco Masseroli (BMC Bioinform., 2022)

HWD: A Novel Evaluation Score for Styled Handwritten Text Generation. - Vittorio Pippi; Fabio Quattrini; Silvia Cascianelli; Rita Cucchiara (BMVC, 2023)

Enhancing Functional Interpretability in Gene Expression Analysis Through Biologically-Guided Feature Selection. - Sofia Mongardi; Silvia Cascianelli; Marco Masseroli (CIBB, 2023)

Inferring Breast Cancer Subtype Associations Using an Original Omics Integration Based on Non-negative Matrix Tri-Factorization. - Camila Riccio-Rengifo; Silvia Cascianelli; Gaia Ceddia; Marco Masseroli (CIBB, 2023)

Handwritten Text Generation from Visual Archetypes. - Vittorio Pippi; Silvia Cascianelli; Rita Cucchiara (CVPR, 2023)

Volumetric Fast Fourier Convolution for Detecting Ink on the Carbonized Herculaneum Papyri. - Fabio Quattrini; Vittorio Pippi; Silvia Cascianelli; Rita Cucchiara (ICCV (Workshops), 2023)

How to Choose Pretrained Handwriting Recognition Models for Single Writer Fine-Tuning. - Vittorio Pippi; Silvia Cascianelli; Christopher Kermorvant; Rita Cucchiara (ICDAR (2), 2023)

Towards Explainable Navigation and Recounting. - Samuele Poppi; Roberto Bigazzi; Niyati Rawal; Marcella Cornia; Silvia Cascianelli; Lorenzo Baraldi 001; Rita Cucchiara (ICIAP (1), 2023)

Embodied Agents for Efficient Exploration and Smart Scene Description. - Roberto Bigazzi; Marcella Cornia; Silvia Cascianelli; Lorenzo Baraldi 001; Rita Cucchiara (ICRA, 2023)

From Show to Tell: A Survey on Deep Learning-Based Image Captioning. - Matteo Stefanini; Marcella Cornia; Lorenzo Baraldi 001; Silvia Cascianelli; Giuseppe Fiameni; Rita Cucchiara (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Supervised Relevance-Redundancy assessments for feature selection in omics-based classification scenarios. - Silvia Cascianelli; Arianna Galzerano; Marco Masseroli (J. Biomed. Informatics, 2023)

Evaluating synthetic pre-Training for handwriting processing tasks. - Vittorio Pippi; Silvia Cascianelli; Lorenzo Baraldi 001; Rita Cucchiara (Pattern Recognit. Lett., 2023)

Identification of transcription factor high accumulation DNA zones. - Silvia Cascianelli; Gaia Ceddia; Alberto Marchesi; Marco Masseroli (BMC Bioinform., 2023)

Three-Stage Data Science Methodology to Explore Genetic Heterogeneity of Diseases. - Silvia Cascianelli; Cristina Iudica; Marco Masseroli (CIBB, 2024)

Forward and Backward Feature Selection Guided by Prior Biological Knowledge for Enhanced Interpretability. - Sofia Mongardi; Silvia Cascianelli; Marco Masseroli (CIBB, 2024)

Benchmark Study on Supervised Relevance-Redundancy Assessment for Feature Selection in Genomic Data. - Simone Tomè; Silvia Cascianelli; Erika Salvi; Marco Masseroli (CIBB, 2024)

Merging and Splitting Diffusion Paths for Semantically Coherent Panoramas. - Fabio Quattrini; Vittorio Pippi; Silvia Cascianelli; Rita Cucchiara (ECCV (79), 2024)

Alfie: Democratising RGBA Image Generation with No $$$. - Fabio Quattrini; Vittorio Pippi; Silvia Cascianelli; Rita Cucchiara (ECCV Workshops (5), 2024)

μgat: Improving Single-Page Document Parsing by Providing Multi-page Context. - Fabio Quattrini; Carmine Zaccagnino; Silvia Cascianelli; Laura Righi; Rita Cucchiara (>ECCV Workshops (6), 2024)

Binarizing Documents by Leveraging both Space and Frequency. - Fabio Quattrini; Vittorio Pippi; Silvia Cascianelli; Rita Cucchiara (ICDAR (3), 2024)

Zero-Shot Styled Text Image Generation, but Make It Autoregressive. - Vittorio Pippi; Fabio Quattrini; Silvia Cascianelli; Alessio Tonioni; Rita Cucchiara (CVPR, 2025)

A novel machine learning-based workflow to capture intra-patient heterogeneity through transcriptional multi-label characterization and clinically relevant classification. - Silvia Cascianelli; Iva Milojkovic; Marco Masseroli (J. Biomed. Informatics, 2025)

VATr++: Choose Your Words Wisely for Handwritten Text Generation. - Bram Vanherle; Vittorio Pippi; Silvia Cascianelli; Nick Michiels; Frank Van Reeth; Rita Cucchiara (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

ToFu: Visual Tokens Reduction via Fusion for Multi-modal, Multi-patch, Multi-image Task. - Vittorio Pippi; Matthieu Guillaumin; Silvia Cascianelli; Rita Cucchiara; Maximilian Jaritz; Loris Bazzani (CoRR, 2025)

Quo Vadis Handwritten Text Generation for Handwritten Text Recognition? - Vittorio Pippi; Konstantina Nikolaidou; Silvia Cascianelli; George Retsinas; Giorgos Sfikas; Rita Cucchiara; Marcus Liwicki (CoRR, 2025)