Emanuele Rodola' | Ricerc@Sapienza

Publications

Title	Published on	Year
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models	TRANSACTIONS ON MACHINE LEARNING RESEARCH	2022
Multimodal Feature Fusion and Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification	IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY	2021
Spectral Shape Recovery and Analysis Via Data-driven Connections	INTERNATIONAL JOURNAL OF COMPUTER VISION	2021
Orthogonalized Fourier Polynomials for Signal Approximation and Transfer	COMPUTER GRAPHICS FORUM	2021
Learning disentangled representations via product manifold projection	Proceedings of the 38th International Conference on Machine Learning	2021
Universal Spectral Adversarial Attacks for Deformable Shapes	Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)	2021
Cluster-driven graph federated learning over multiple domains	2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)	2021
Efficiently Parallelizable Strassen-Based Multiplication of a Matrix by its Transpose	50th International Conference on Parallel Processing	2021
Shape Registration in the Time of Transformers	Advances in Neural Information Processing Systems 34 pre-proceedings (NeurIPS 2021)	2021
2D Skeleton-Based Action Recognition via Two-Branch Stacked LSTM-RNNs	IEEE TRANSACTIONS ON MULTIMEDIA	2020
FARM: Functional Automatic Registration Method for 3D Human Bodies	COMPUTER GRAPHICS FORUM	2020
Deciphering interaction fingerprints from protein molecular surfaces using geometric deep learning	NATURE METHODS	2020
LIMP: Learning Latent Shape Representations with Metric Preservation Priors	Lecture Notes in Computer Science	2020
Wavelet-based Heat Kernel Derivatives: Towards Informative Localized Shape Analysis	COMPUTER GRAPHICS FORUM	2020
Nonlinear spectral geometry processing via the TV transform	ACM TRANSACTIONS ON GRAPHICS	2020
Instant recovery of shape from spectrum via latent space connections	2020 International Conference on 3D Vision (3DV)	2020
Generating Adversarial Surfaces via Band-Limited Perturbations	COMPUTER GRAPHICS FORUM	2020
A parametric analysis of discrete Hamiltonian functional maps	COMPUTER GRAPHICS FORUM	2020
Towards precise completion of deformable shapes	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)	2020
Functional maps representation on product manifolds	COMPUTER GRAPHICS FORUM	2019

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)