Eleonora Grassucci | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Generalizing medical image representations via quaternion wavelet networks	NEUROCOMPUTING	2025
Gramian multimodal representation learning and alignment	Proceedings of International Conference on Learning Representations (ICLR 2025)	2025
Lightweight Diffusion Models for Resource-Constrained Semantic Communication	IEEE WIRELESS COMMUNICATIONS LETTERS	2025
Optimal fusion β-quaternion filtering from delayed observations and packet losses with compensation strategy under properness	SYSTEMS SCIENCE & CONTROL ENGINEERING	2025
Attention-map augmentation for hypercomplex breast cancer classification	PATTERN RECOGNITION LETTERS	2024
Towards explaining hypercomplex neural networks	Proceedings of the International Joint Conference on Neural Networks	2024
Dual quaternion ambisonics array for six-degree-of-freedom acoustic representation	PATTERN RECOGNITION LETTERS	2023
Exploring the vaccine conversation on TikTok in Italy: beyond classic vaccine stances	BMC PUBLIC HEALTH	2023
GROUSE. A task and model agnostic wavelet-driven framework for medical imaging	IEEE SIGNAL PROCESSING LETTERS	2023
Sailing the SeaFormer. A transformer-based model for vessel route forecasting	IEEE International Workshop on Machine Learning for Signal Processing, MLSP	2023
StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation	Proceedings - IEEE International Symposium on Circuits and Systems	2023
Dual quaternion rotational and translational equivariance in 3D rigid motion modelling	IEEE International Workshop on Machine Learning for Signal Processing, MLSP	2023
PHYDI. Initializing parameterized hypercomplex neural networks as identity functions	IEEE International Workshop on Machine Learning for Signal Processing, MLSP	2023
Hypercomplex multimodal emotion recognition from EEG and peripheral physiological signals	ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings	2023
Semantic Communications Based on Adaptive Generative Models and Information Bottleneck	IEEE COMMUNICATIONS MAGAZINE	2023
Quaternion generative adversarial networks	Generative Adversarial Learning: Architectures and Applications	2022
Efficient Sound Event Localization and Detection in the Quaternion Domain	IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS	2022
PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions	IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS	2022
Hypercomplex Image- to- Image Translation	Proceedings of the International Joint Conference on Neural Networks	2022
Flexible generative adversarial networks with non-parametric activation functions	Smart Innovation, Systems and Technologies	2021

Gruppi di ricerca

ISPAMM - Intelligent Signal Processing and MulitiMedia