NS
Nicola Strisciuglio
cs.CVcs.LGeess.IVcs.AIcs.SDeess.ASArtificial Intelligenceautomated trackingBreast cancer prediction in real hospital settingsBreast Neoplasms
On Valency
published · living versionsW_tb8ee44f·v1 · currentpublished
Structure-retained low-rank adapters for weather synthesis
with Shunxin Wang, Alexandros Stergiou, Luuk Spreeuwers, Estefania Talavera
1 version
W_r8wrpywh·v1published
W_855av47z·v1published
Preprints & journals
35 papers in the corpus · 2014–2026Compositionality with Primitives: A Unified View from Euclidean to Hyperbolic Vision-Language Models2610.29811v1 · Puru Vaish, Meelad Dashti, Christoph Brune et al.2026 · 0 citationsarXivon Valency
Inhibited Self-Attention: Sharpening Focus in Vision Transformers2607.12881v1 · Peter R.D. van der Wal, Nicola Strisciuglio, George Azzopardi2026 · 0 citationsarXiv
Breast cancer prediction using mammography exams for real hospital settings.41046681 · Pathak, Shreyasi, Schlötterer, Jörg, Geerdink, Jeroen et al.2025 · 2 citationsComputers in biology and medicine. 2025;198(Pt A):111136
Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models2503.17142v1 · Davide Berasi, Matteo Farina, Massimiliano Mancini et al.2025 · 1 citationarXiv
Do ImageNet-trained models learn shortcuts? The impact of frequency shortcuts on generalization2503.03519v2 · Shunxin Wang, Raymond Veldhuis, Nicola Strisciuglio2025 · 2 citationsarXiv
Dynamic Sparse Training versus Dense Training: The Unexpected Winner in Image Corruption Robustness2410.03030v2 · Boqian Wu, Qiao Xiao, Shunxin Wang et al.2024 · 0 citationsarXiv
Indoor scene recognition from images under visual corruptions2408.13029v1 · Willams de Lima Costa, Raul Ismayilov, Nicola Strisciuglio et al.2024 · 1 citationarXiv
PushPull-Net: Inhibition-driven ResNet robust to image corruptions2408.04077v2 · Guru Swaroop Bennabhaktula, Enrique Alegre, Nicola Strisciuglio et al.2024 · 3 citationsarXiv
QUANTIFYING WHITE MATTER HYPERINTENSITY AND BRAIN VOLUMES IN HETEROGENEOUS CLINICAL AND LOW-FIELD PORTABLE MRI.40851670 · Laso, Pablo, Cerri, Stefano, Sorby-Adams, Annabel et al.2025 · 38 citationsProceedings. IEEE International Symposium on Biomedical Imaging. 2024;2024
Fourier-basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification2403.01944v2 · Puru Vaish, Shunxin Wang, Nicola Strisciuglio2024 · 21 citationsarXiv
CAST: Clustering Self-Attention using Surrogate Tokens for Efficient Transformers2402.04239v1 · Adjorn van Engelenhoven, Nicola Strisciuglio, Estefan'ia Talavera2024 · 6 citationsarXiv
Regressing Transformers for Data-efficient Visual Place Recognition2401.16304v1 · Mar'ia Leyva-Vallina, Nicola Strisciuglio, Nicolai Petkov2024 · 3 citationsarXiv
DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning2308.06622v1 · Shunxin Wang, Christoph Brune, Raymond Veldhuis et al.2023 · 4 citationsarXiv
Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space2307.15461v1 · Ioana Mazilu, Shunxin Wang, Sven Dummer et al.2023 · 3 citationsarXiv
What do neural networks learn in image classification? A frequency shortcut perspective2307.09829v2 · Shunxin Wang, Raymond Veldhuis, Christoph Brune et al.2023 · 46 citationsarXiv
RDA-INR: Riemannian Diffeomorphic Autoencoding via Implicit Neural Representations2305.12854v3 · Sven Dummer, Nicola Strisciuglio, Christoph Brune2023 · 4 citationsarXiv
A Survey on the Robustness of Computer Vision Models against Common Corruptions2305.06024v4 · Shunxin Wang, Raymond Veldhuis, Christoph Brune et al.2023 · 19 citationsarXiv
Automated assessment of human engineered heart tissues using deep learning and template matching for segmentation and tracking.37206226 · Rivera-Arbeláez, José M, Keekstra, Danjel, Cofiño-Fabres, Carla et al.2024 · 9 citationsBioengineering & translational medicine. 2023;8(3):e10513
Data-efficient Large Scale Place Recognition with Graded Similarity Supervision2303.11739v2 · Maria Leyva-Vallina, Nicola Strisciuglio, Nicolai Petkov2023 · 68 citationsarXiv
Vision-Based Module for Herding with a Sheepdog Robot.35891009 · Riego Del Castillo, Virginia, Sánchez-González, Lidia, Campazas-Vega, Adrián et al.2022 · 19 citationsSensors (Basel, Switzerland). 2022;22(14)
Survey on Automated Short Answer Grading with Deep Learning: from Word Embeddings to Transformers2204.03503v1 · Stefan Haller, Adina Aldea, Christin Seifert et al.2022 · 31 citationsarXiv
Brain-inspired algorithms for processing of visual data2103.01634v1 · Nicola Strisciuglio2021 · 6 citationsarXiv
MTStereo 2.0: improved accuracy of stereo depth estimation withMax-trees2006.15373v1 · Rafael Brandt, Nicola Strisciuglio, Nicolai Petkov2020 · 1 citationarXiv
Place recognition in gardens by learning visual representations: data set and benchmark analysis1906.12151v1 · Maria Leyva-Vallina, Nicola Strisciuglio, Nicolai Petkov2019 · 8 citationsarXiv
Robust Inhibition-Augmented Operator for Delineation of Curvilinear Structures.31247549 · Strisciuglio, Nicola, Azzopardi, George, Petkov, Nicolai2019 · 38 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2019;28(12):5852-5866
A Push-Pull Layer Improves Robustness of Convolutional Neural Networks1901.10208v1 · Nicola Strisciuglio, Manuel Lopez-Antequera, Nicolai Petkov2019 · 1 citationarXiv
Learning sound representations using trainable COPE feature extractors1901.06904v2 · Nicola Strisciuglio, Mario Vento, Nicolai Petkov2019 · 30 citationsPattern Recognition (2019)
Brain-inspired robust delineation operator1811.10240v1 · Nicola Strisciuglio, George Azzopardi, Nicolai Petkov2018 · 7 citationsarXiv
TrimBot2020: an outdoor robot for automatic gardening1804.01792v2 · Nicola Strisciuglio, Radim Tylecek, Michael Blaich et al.2018 · 36 citationsarXivon Valency
Learning audio and image representations with bio-inspired trainable feature extractors1801.00688v1 · Nicola Strisciuglio2018 · 1 citationarXiv
Action recognition by learning pose representations1708.00672v1 · Alessia Saggese, Nicola Strisciuglio, Mario Vento et al.2017 · 3 citationsarXiv
Delineation of line patterns in images using B-COSFIRE filters1707.07438v1 · Nicola Strisciuglio, Nicolai Petkov2017 · 24 citationsarXiv
Detection of curved lines with B-COSFIRE filters: A case study on crack delineation1707.07747v1 · Nicola Strisciuglio, George Azzopardi, Nicolai Petkov2017 · 33 citationsarXiv
Sentiment Recognition in Egocentric Photostreams1703.09933v1 · Estefania Talavera, Nicola Strisciuglio, Nicolai Petkov et al.2017 · 11 citationsarXiv
Trainable COSFIRE filters for vessel delineation with application to retinal images.25240643 · Azzopardi, George, Strisciuglio, Nicola, Vento, Mario et al.2015 · 713 citationsMedical image analysis. 2015;19(1):46-57
Career total: 91 works. 35 are in this corpus.
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