Conferences
Human Motion Unlearning
E De Matteis, M Migliarini, A Sampieri, I Spinelli, F Galasso
MonSTeR: a Unified Model for Motion, Scene, Text Retrieval
L Collorone, M Gioia, M Pappa, P Leoni, G Ficarra, O Litany, I Spinelli, F Galasso
GATSY: Graph Attention Network for Music Artist Similarity
A G Di Francesco, G Giampietro, I Spinelli, D Comminiello
Following the Human Thread in Social Navigation
L Scofano, A Sampieri, T Campari, V Sacco, I Spinelli, L Ballan, F Galasso
Social EgoMesh Estimation
L Scofano, A Sampieri, E De Matteis, I Spinelli, F Galasso
Length-Aware Motion Synthesis via Latent Diffusion
A Sampieri, A Palma, I Spinelli, F Galasso
OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based Cameras
MRU Rahman, JH Giraldo, I Spinelli, S Lathuilière, F Galasso
From latent graph to latent topology inference: differentiable cell complex module
C Battiloro*, I Spinelli*, L Telyatnikov, M Bronstein, S Scardapane, P Di Lorenzo
Combining Stochastic Explainers and Subgraph Neural Networks can Increase Expressivity and Interpretability
I Spinelli, M Guerra, FM Bianchi, S Scardapane
Journals
Spatio-temporal transformers for decoding neural movement control
B Candelori, G Bardella, Indro Spinelli, S Ramawat, P Pani, S Ferraina, S Scardapane
TopoX: a suite of Python packages for machine learning on topological domains
M Hajij,…, I Spinelli et al.
Adaptive token selection for scalable point cloud transformers
A Baiocchi, I Spinelli, A Nicolosi, S Scardapane
Machine Un-learning: An Overview of Techniques, Applications, and Future Directions
S Sai, U Mittal, V Chamola, K Huang, I Spinelli, S Scardapane, Z Tan, A Hussain
Interpreting black-box models: a review on explainable artificial intelligence
V Hassija, V Chamola, A Mahapatra, A Singal, D Goel, K Huang, S Scardapane, I Spinelli, M Mahmud, A Hussain
A meta-learning approach for training explainable graph neural networks
I Spinelli, S Scardapane, A Uncini
Drop Edges and Adapt: a Fairness Enforcing Fine-tuning for Graph Neural Networks
I Spinelli, R Bianchini, S Scardapane
Re-identification of objects from aerial photos with hybrid siamese neural networks
A Devoto, I Spinelli, F Murabito, F Chiovoloni, R Musmeci, S Scardapane
Fairdrop: Biased edge dropout for enhancing fairness in graph representation learning
I Spinelli, S Scardapane, A Hussain, A Uncini
Distributed training of graph convolutional networks
S Scardapane, I Spinelli, P Di Lorenzo
Adaptive propagation graph convolutional network
I Spinelli, S Scardapane, A Uncini
Missing data imputation with adversarially-trained graph convolutional networks
I Spinelli, S Scardapane, A Uncini
Workshops
ICML 2023 Topological Deep Learning Challenge: Design and Results
M Papillon, …, I Spinelli et al.
Explainability in subgraphs-enhanced Graph Neural Networks
M Guerra, I Spinelli, S Scardapane, FM Bianchi
ArcheoWeedNet: Weed Classification in the Parco archeologico del Colosseo
Gaetano Saurio, Marco Muscas, Indro Spinelli, Valerio Rughetti, Irma Della Giovampaola, Simone Scardapane
Efficient data augmentation using graph imputation neural networks
I Spinelli, S Scardapane, M Scarpiniti, A Uncini