Giacomo Tarroni
Imperial College London
H-index: 21
Europe-United Kingdom
Top articles of Giacomo Tarroni
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
DISYRE: Diffusion-Inspired SYnthetic REstoration for Unsupervised Anomaly Detection | Proceedings/IEEE International Symposium on Biomedical Imaging: from nano to macro. IEEE International Symposium on Biomedical Imaging | Sergio Naval Marimont Matthew Baugh Vasilis Siomos Christos Tzelepis Bernhard Kainz | 2024/2/2 |
Harder synthetic anomalies to improve OoD detection in Medical Images | arXiv preprint arXiv:2308.01412 | Sergio Naval Marimont Giacomo Tarroni | 2023/8/2 |
Sample selection with noise rate estimation in noise learning of medical image analysis | arXiv preprint arXiv:2312.15233 | Maolin Li Giacomo Tarroni Vasilis Siomos | 2023/12/23 |
MOOD 2020: A Public Benchmark for Out-of-distribution Detection and Localization on Medical Images | IEEE Transactions on Medical Imaging | David Zimmerer Peter M Full Fabian Isensee Paul Jäger Tim Adler | 2022/4/25 |
ARIA: On the interaction between Architectures, Aggregation methods and Initializations in federated visual classification | arXiv preprint arXiv:2311.14625 | Vasilis Siomos Sergio Naval-Marimont Jonathan Passerat-Palmbach Giacomo Tarroni | 2023/11/24 |
NeSy4VRD: A Multifaceted Resource for Neurosymbolic AI Research using Knowledge Graphs in Visual Relationship Detection | arXiv preprint arXiv:2305.13258 | David Herron Ernesto Jiménez-Ruiz Giacomo Tarroni Tillman Weyde | 2023/5/22 |
Artificial intelligence education for radiographers, an evaluation of a UK postgraduate educational intervention using participatory action research: a pilot study | Insights into imaging | Riaan van de Venter Emily Skelton Jacqueline Matthew Nick Woznitza Giacomo Tarroni | 2023/2/3 |
Quaternion Anti-Transfer Learning for Speech Emotion Recognition | Eric Guizzo Tillman Weyde Giacomo Tarroni Danilo Comminiello | 2023/10/22 | |
MIM-OOD: Generative Masked Image Modelling for Out-of-Distribution Detection in Medical Images | Sergio Naval Marimont Vasilis Siomos Giacomo Tarroni | 2023/10/8 | |
3D Registration of Background-Suppressed ASL Data based on Brain Contours | Giacomo Tarroni Marco Castellaro Carlo Boffano Maria Grazia Bruzzone Alessandra Bertoldo | 2022/10/21 | |
FeTS Challenge 2022 Task 1: Implementing FedMGDA+ and a New Partitioning | Vasilis Siomos Giacomo Tarroni Jonathan Passerrat-Palmbach | 2022/9/18 | |
Implicit u-net for volumetric medical image segmentation | Sergio Naval Marimont Giacomo Tarroni | 2022/7/25 | |
Enhancing MR image segmentation with realistic adversarial data augmentation | Medical Image Analysis | Chen Chen Chen Qin Cheng Ouyang Zeju Li Shuo Wang | 2022/11/1 |
ORCID: 0000-0002-0341-6138 (2021). Anomaly detection through latent space restoration using vector-quantized variational autoencoders | IEEE ISBI | SN Marimont G Tarroni | 2021 |
Implicit field learning for unsupervised anomaly detection in medical images | Sergio Naval Marimont Giacomo Tarroni | 2021 | |
Anti-transfer learning for task invariance in convolutional neural networks for speech processing | Neural Networks | Eric Guizzo Tillman Weyde Giacomo Tarroni | 2021/10/1 |
Anomaly detection through latent space restoration using vector quantized variational autoencoders | Sergio Naval Marimont Giacomo Tarroni | 2021/4/13 | |
ORCID: 0000-0002-0341-6138 | Duan, J., Guitton, F., Petersen, SE, Guo, Y., Matthews, PM and Rueckert, D | W Bai C Chen G Tarroni | 2019 |
Realistic adversarial data augmentation for MR image segmentation | Chen Chen Chen Qin Huaqi Qiu Cheng Ouyang Shuo Wang | 2020/6/23 | |
A population-based phenome-wide association study of cardiac and aortic structure and function | Nature medicine | Wenjia Bai Hideaki Suzuki Jian Huang Catherine Francis Shuo Wang | 2020/10 |
Co-Authors
