Emanuele Rodola'

Pubblicazioni

Titolo Pubblicato in Anno
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
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
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models TRANSACTIONS ON MACHINE LEARNING RESEARCH 2022

ERC

  • PE6_8
  • PE6_11

KET

  • Big data & computing

Interessi di ricerca

Geometric and graph deep learning, computer vision, geometry processing, applied artificial intelligence, machine learning

Keywords

deep learning
geometric deep learning
computer vision
Computer graphics
digital geometry processing
spectral geometry
graph learning
representation learning
Artificial Intelligence (AI)

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