Francesco Calivá

29 papers B 6Misc 2Journal 12Unranked 9

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