Emanuele Rodola' | Ricerc@Sapienza

Publications

Title	Published on	Year
MV-MS-FETE: Multi-view multi-scale feature extractor and transformer encoder for stenosis recognition in echocardiograms	COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE	2024
C2M3: Cycle-Consistent Multi-Model Merging	Advances in Neural Information Processing Systems	2024
ReMatching: Low-Resolution Representations for Scalable Shape Correspondence	Lecture Notes in Computer Science	2024
Geometric epitope and paratope prediction	BIOINFORMATICS	2024
Latent Autoregressive Source Separation	Proceedings of AAAI	2023
Relative representations enable zero-shot latent space communication	International Conference on Learning Representations	2023
Sparse Vicious Attacks on Graph Neural Networks	IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE	2023
Fauno: The Italian Large Language Model that will leave you senza parole!	IIR 2023	2023
Latent Space Translation via Semantic Alignment	Advances in Neural Information Processing Systems	2023
Multimodal Neural Databases	Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval	2023
Accelerating Transformer Inference for Translation via Parallel Decoding	Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)	2023
ASIF: Coupled Data Turns Unimodal Models to Multimodal without Training	Advances in Neural Information Processing Systems	2023
Learning Spectral Unions of Partial Deformable 3D Shapes	Computer Graphics Forum	2022
Localized Shape Modelling with Global Coherence: An Inverse Spectral Approach	COMPUTER GRAPHICS FORUM	2022
Certification of Gaussian Boson Sampling via graphs feature vectors and kernels	QUANTUM SCIENCE AND TECHNOLOGY	2022
Metric Based Few-Shot Graph Classification	Proceedings of the First Learning on Graphs Conference	2022
Reduced Representation of Deformation Fields for Effective Non-rigid Shape Matching	Advances in Neural Information Processing Systems	2022
MoMaS: Mold Manifold Simulation for real-time procedural texturing	COMPUTER GRAPHICS FORUM	2022
3D Shape Analysis Through a Quantum Lens: the Average Mixing Kernel Signature	INTERNATIONAL JOURNAL OF COMPUTER VISION AND IMAGE PROCESSING	2022
3D Human Pose Estimation Using Möbius Graph Convolutional Networks	Computer Vision – ECCV 2022	2022

1
2
3
4
5
next >
last »

ERC

PE6_8
PE6_11

KET

Big data & computing

Interessi di ricerca

Keywords

deep learning

geometric deep learning

computer vision

Computer graphics

digital geometry processing

spectral geometry

graph learning

representation learning

Artificial Intelligence (AI)