Francesco Calivá

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 28

Top Topics

Convolutional Neural Networks

Mri Segmentation

Vessel Segmentation

Top Venues

Medical Imaging: Image Processing

Publications

Chenyang Gao, Yue Gu, Francesco Calivá, Yuzong Liu
Self-Supervised Speech Representation Learning for Keyword-Spotting With Light-Weight Transformers. ICASSP (2023)
Sashank Macha, Om Oza, Alex Escott, Francesco Calivá, Robbie Armitano, Santosh Kumar Cheekatmalla, Sree Hari Krishnan Parthasarathi, Yuzong Liu
Fixed-point quantization aware training for on-device keyword-spotting. CoRR (2023)
Chenyang Gao, Yue Gu, Francesco Calivá, Yuzong Liu
Self-supervised speech representation learning for keyword-spotting with light-weight transformers. CoRR (2023)
Sashank Macha, Om Oza, Alex Escott, Francesco Calivá, Robbie Armitano, Santosh Kumar Cheekatmalla, Sree Hari Krishnan Parthasarathi, Yuzong Liu
Fixed-Point Quantization Aware Training for on-Device Keyword-Spotting. ICASSP (2023)
Francesco Calivá, Sarthak Kamat, Alejandro Morales Martinez, Sharmila Majumdar, Valentina Pedoia
Surface spherical encoding and contrastive learning for virtual bone shape aging. Medical Image Anal. 77 (2022)
Kaiyang Cheng, Francesco Calivá, Rutwik Shah, Misung Han, Sharmila Majumdar, Valentina Pedoia
Addressing The False Negative Problem of Deep Learning MRI Reconstruction Models by Adversarial Attacks and Robust Training. MIDL (2020)
Fabio De Sousa Ribeiro, Francesco Calivá, Mark Swainson, Kjartan Gudmundsson, Georgios Leontidis, Stefanos D. Kollias
Deep Bayesian Self-Training. Neural Comput. Appl. 32 (9) (2020)
Nikan K. Namiri, Io Flament, Bruno Astuto, Rutwik Shah, Radhika Tibrewala, Francesco Calivá, Thomas M. Link, Valentina Pedoia, Sharmila Majumdar
Hierarchical Severity Staging of Anterior Cruciate Ligament Injuries using Deep Learning. CoRR (2020)
Francesco Calivá, Kaiyang Cheng, Rutwik Shah, Valentina Pedoia
Adversarial Robust Training in MRI Reconstruction. CoRR (2020)
Arjun D. Desai, Francesco Calivá, Claudia Iriondo, Naji Khosravan, Aliasghar Mortazi, Sachin Jambawalikar, Drew A. Torigian, Jutta Ellermann, Mehmet Akçakaya, Ulas Bagci, Radhika Tibrewala, Io Flament, Matthew O'Brien, Sharmila Majumdar, Mathias Perslev, Akshay Pai, Christian Igel, Erik B. Dam, Sibaji Gaj, Mingrui Yang, Kunio Nakamura, Xiaojuan Li, Cem M. Deniz, Vladimir Juras, Ravinder Regatte, Garry Gold, Brian A. Hargreaves, Valentina Pedoia, Akshay S. Chaudhari
The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset. CoRR (2020)
Francesco Calivá, Andrew P. Leynes, Rutwik Shah, Upasana Upadhyay Bharadwaj, Sharmila Majumdar, Peder E. Z. Larson, Valentina Pedoia
Breaking Speed Limits with Simultaneous Ultra-Fast MRI Reconstruction and Tissue Segmentation. MIDL (2020)
Francesco Calivá, Claudia Iriondo, Alejandro Morales Martinez, Sharmila Majumdar, Valentina Pedoia
Distance Map Loss Penalty Term for Semantic Segmentation. CoRR (2019)
Kaiyang Cheng, Claudia Iriondo, Francesco Calivá, Justin Krogue, Sharmila Majumdar, Valentina Pedoia
Adversarial Policy Gradient for Deep Learning Image Augmentation. MICCAI (6) (2019)
Kaiyang Cheng, Claudia Iriondo, Francesco Calivá, Justin Krogue, Sharmila Majumdar, Valentina Pedoia
Adversarial Policy Gradient for Deep Learning Image Augmentation. CoRR (2019)
Fabio De Sousa Ribeiro, Francesco Calivá, Mark Swainson, Kjartan Gudmundsson, Georgios Leontidis, Stefanos D. Kollias
Deep Bayesian Uncertainty Estimation for Adaptation and Self-Annotation of Food Packaging Images. CoRR (2018)
Fabio De Sousa Ribeiro, Francesco Calivá, Mark Swainson, Kjartan Gudmundsson, Georgios Leontidis, Stefanos D. Kollias
An adaptable deep learning system for optical character verification in retail food packaging. EAIS (2018)
Piotr Chudzik, Bashir Al-Diri, Francesco Calivá, Giovanni Ometto, Andrew Hunter
Exudates Segmentation using Fully Convolutional Neural Network and Auxiliary Codebook. EMBC (2018)
Piotr Chudzik, Somshubra Majumdar, Francesco Calivá, Bashir Al-Diri, Andrew Hunter
Exudate segmentation using fully convolutional neural networks and inception modules. Medical Imaging: Image Processing (2018)
Piotr Chudzik, Somshubra Majumdar, Francesco Calivá, Bashir Al-Diri, Andrew Hunter
Microaneurysm detection using deep learning and interleaved freezing. Medical Imaging: Image Processing (2018)
Fabio De Sousa Ribeiro, Francesco Calivá, Dionysios Chionis, Abdelhamid Dokhane, Antonios Mylonakis, Christophe Demazière, Georgios Leontidis, Stefanos D. Kollias
Towards a Deep Unified Framework for Nuclear Reactor Perturbation Analysis. CoRR (2018)
Piotr Chudzik, Bashir Al-Diri, Francesco Calivá, Andrew Hunter
DISCERN: Generative Framework for Vessel Segmentation using Convolutional Neural Network and Visual Codebook. EMBC (2018)
Francesco Calivá, Fabio De Sousa Ribeiro, Antonios Mylonakis, Christophe Demazière, Paolo Vinai, Georgios Leontidis, Stefanos D. Kollias
A Deep Learning Approach to Anomaly Detection in Nuclear Reactors. IJCNN (2018)
Fabio De Sousa Ribeiro, Francesco Calivá, Dionysios Chionis, Abdelhamid Dokhane, Antonios Mylonakis, Christophe Demazière, Georgios Leontidis, Stefanos D. Kollias
Towards a Deep Unified Framework for Nuclear Reactor Perturbation Analysis. SSCI (2018)
Piotr Chudzik, Somshubra Majumdar, Francesco Calivá, Bashir Al-Diri, Andrew Hunter
Microaneurysm detection using fully convolutional neural networks. Comput. Methods Programs Biomed. 158 (2018)
Fabio De Sousa Ribeiro, Liyun Gong, Francesco Calivá, Mark Swainson, Kjartan Gudmundsson, Miao Yu, Georgios Leontidis, Xujiong Ye, Stefanos D. Kollias
An End-to-End Deep Neural Architecture for Optical Character Verification and Recognition in Retail Food Packaging. ICIP (2018)
Francesco Calivá, Andrew Hunter, Piotr Chudzik, Giovanni Ometto, Luca Antiga, Bashir Al-Diri
A fluid-dynamic based approach to reconnect the retinal vessels in fundus photography. EMBC (2017)
Piotr Chudzik, Bashir Al-Diri, Francesco Calivá, Giovanni Ometto, Andrew Hunter
Learning deep similarity in fundus photography. Medical Imaging: Image Processing (2017)
Giovanni Ometto, Francesco Calivá, Bashir Al-Diri, Toke Bek, Andrew Hunter
Automated detection of retinal landmarks for the identification of clinically relevant regions in fundus photography. Medical Imaging: Image Processing (2016)
Francesco Calivá, Matteo Aletti, Bashir Al-Diri, Andrew Hunter
A new tool to connect blood vessels in fundus retinal images. EMBC (2015)