Silvia Cascianelli

According to our database, Silvia Cascianelli authored at least 41 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

VATr++: Choose Your Words Wisely for Handwritten Text Generation.

Bram Vanherle, Vittorio Pippi, Silvia Cascianelli, Nick Michiels, Frank Van Reeth, Rita Cucchiara

CoRR, 2024

2023

Identification of transcription factor high accumulation DNA zones.

Silvia Cascianelli, Gaia Ceddia, Alberto Marchesi, Marco Masseroli

BMC Bioinform., December, 2023

Evaluating synthetic pre-Training for handwriting processing tasks.

Vittorio Pippi, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara

Pattern Recognit. Lett., August, 2023

Supervised Relevance-Redundancy assessments for feature selection in omics-based classification scenarios.

Silvia Cascianelli, Arianna Galzerano, Marco Masseroli

J. Biomed. Informatics, August, 2023

From Show to Tell: A Survey on Deep Learning-Based Image Captioning.

Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Silvia Cascianelli, Giuseppe Fiameni, Rita Cucchiara

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Embodied Agents for Efficient Exploration and Smart Scene Description.

Roberto Bigazzi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Towards Explainable Navigation and Recounting.

Samuele Poppi, Roberto Bigazzi, Niyati Rawal, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

How to Choose Pretrained Handwriting Recognition Models for Single Writer Fine-Tuning.

Vittorio Pippi, Silvia Cascianelli, Christopher Kermorvant, Rita Cucchiara

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Volumetric Fast Fourier Convolution for Detecting Ink on the Carbonized Herculaneum Papyri.

Fabio Quattrini, Vittorio Pippi, Silvia Cascianelli, Rita Cucchiara

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Handwritten Text Generation from Visual Archetypes.

Vittorio Pippi, Silvia Cascianelli, Rita Cucchiara

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

HWD: A Novel Evaluation Score for Styled Handwritten Text Generation.

Vittorio Pippi, Fabio Quattrini, Silvia Cascianelli, Rita Cucchiara

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

RGMQL: scalable and interoperable computing of heterogeneous omics big data and metadata in R/Bioconductor.

Simone Pallotta, Silvia Cascianelli, Marco Masseroli

BMC Bioinform., December, 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

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

Focus on Impact: Indoor Exploration With Intrinsic Motivation.

Roberto Bigazzi, Federico Landi, Silvia Cascianelli, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara

IEEE Robotics Autom. Lett., 2022

Boosting modern and historical handwritten text recognition with deformable convolutions.

Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

Int. J. Document Anal. Recognit., 2022

Spot the Difference: A Novel Task for Embodied Agents in Changing Environments.

Federico Landi, Roberto Bigazzi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the 26th International Conference on Pattern Recognition, 2022

The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition.

Silvia Cascianelli, Vittorio Pippi, Martin Maarand, Marcella Cornia, Lorenzo Baraldi, Christopher Kermorvant, Rita Cucchiara

Proceedings of the 26th International Conference on Pattern Recognition, 2022

CaMEL: Mean Teacher Learning for Image Captioning.

Manuele Barraco, Matteo Stefanini, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Investigating Bidimensional Downsampling in Vision Transformer Models.

Paolo Bruno, Roberto Amoroso, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Embodied Navigation at the Art Gallery.

Roberto Bigazzi, Federico Landi, Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

The Unreasonable Effectiveness of CLIP Features for Image Captioning: An Experimental Analysis.

Manuele Barraco, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

From Show to Tell: A Survey on Image Captioning.

Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Silvia Cascianelli, Giuseppe Fiameni, Rita Cucchiara

CoRR, 2021

Learning to Read L'Infinito: Handwritten Text Recognition with Synthetic Training Data.

Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Maria Ludovica Piazzi, Rosiana Schiuma, Rita Cucchiara

Proceedings of the Computer Analysis of Images and Patterns, 2021

Out of the Box: Embodied Navigation in the Real World.

Roberto Bigazzi, Federico Landi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the Computer Analysis of Images and Patterns, 2021

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

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

Hybrid Evolutionary Framework for Selection of Genes Predicting Breast Cancer Relapse.

Lorenzo Perino, Silvia Cascianelli, Marco Masseroli

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Watch Your Strokes: Improving Handwritten Text Recognition with Deformable Convolutions.

Iulian Cojocaru, Silvia Cascianelli, Lorenzo Baraldi, Massimiliano Corsini, Rita Cucchiara

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Explore and Explain: Self-supervised Navigation and Recounting.

Roberto Bigazzi, Federico Landi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Data-Based Design of Robust Fault Isolation Residuals Using LASSO optimization.

Silvia Cascianelli, Francesco Crocetti, Gabriele Costante, Paolo Valigi, Mario Luca Fravolini

Proceedings of the International Conference on Control, Automation and Diagnosis, 2019

Experimental Prediction Intervals for Monitoring Wind Turbines: an Ensemble Approach.

Silvia Cascianelli, Davide Astolfi, Gabriele Costante, Francesco Castellani, Mario Luca Fravolini

Proceedings of the International Conference on Control, Automation and Diagnosis, 2019

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

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2019

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

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

Proceedings of the 26th European Signal Processing Conference, 2018

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

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

Proceedings of the Intelligent Interactive Multimedia Systems and Services 2017, 2017

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

Proceedings of the Intelligent Interactive Multimedia Systems and Services 2017, 2017

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

Proceedings of the IEEE International Smart Cities Conference, 2016

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

Proceedings of the IEEE International Smart Cities Conference, 2016

2015

A Learning Strategy for the Autonomous Control of Type 1 Diabetes.

Mario Luca Fravolini, Silvia Cascianelli, Pier Giorgio Fabietti

Appl. Artif. Intell., 2015