Simone Scardapane
Sapienza Università di Roma
H-index: 28
Europe-Italy
Top articles of Simone Scardapane
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Adaptive Point Transformer | arXiv preprint arXiv:2401.14845 | Alessandro Baiocchi Indro Spinelli Alessandro Nicolosi Simone Scardapane | 2024/1/26 |
Machine Un-learning: An Overview of Techniques, Applications, and Future Directions | Siva Sai Uday Mittal Vinay Chamola Kaizhu Huang Indro Spinelli | 2024/3 | |
NACHOS: Neural Architecture Search for Hardware Constrained Early Exit Neural Networks | arXiv preprint arXiv:2401.13330 | Matteo Gambella Jary Pomponi Simone Scardapane Manuel Roveri | 2024/1/24 |
Position Paper: Challenges and Opportunities in Topological Deep Learning | Theodore Papamarkou Tolga Birdal Michael Bronstein Gunnar Carlsson Justin Curry | 2024/2/14 | |
Spatio-temporal transformers for decoding neural movement control | bioRxiv | Benedetta Candelori Giampiero Bardella Indro Spinelli Pierpaolo Pani Stefano Ferraina | 2024 |
Goal-Oriented and Semantic Communication in 6G AI-Native Networks: The 6G-GOALS Approach | arXiv preprint arXiv:2402.07573 | Emilio Calvanese Strinati Paolo Di Lorenzo Vincenzo Sciancalepore Adnan Aijaz Marios Kountouris | 2024/2/12 |
Alice's Adventures in a Differentiable Wonderland--Volume I, A Tour of the Land | arXiv preprint arXiv:2404.17625 | Simone Scardapane | 2024/4/26 |
Explainable Spatio-Temporal Graph Neural Networks for multi-site photovoltaic energy production | Applied Energy | Alessio Verdone Simone Scardapane Massimo Panella | 2024/1/1 |
TopoX: a suite of Python packages for machine learning on topological domains | arXiv preprint arXiv:2402.02441 | Mustafa Hajij Mathilde Papillon Florian Frantzen Jens Agerberg Ibrahem AlJabea | 2024/2/4 |
Conditional computation in neural networks: principles and research trends | arXiv preprint arXiv:2403.07965 | Simone Scardapane Alessandro Baiocchi Alessio Devoto Valerio Marsocci Pasquale Minervini | 2024/3/12 |
Interpreting black-box models: a review on explainable artificial intelligence | Vikas Hassija Vinay Chamola Atmesh Mahapatra Abhinandan Singal Divyansh Goel | 2024/1 | |
Cascaded Scaling Classifier: class incremental learning with probability scaling | arXiv preprint arXiv:2402.01262 | Jary Pomponi Alessio Devoto Simone Scardapane | 2024/2/2 |
Urban 3D Change Detection with Deep Learning: Custom Data Augmentation Techniques | Riccardo Contu Valerio Marsocci Virginia Coletta Roberta Ravanelli Simone Scardapane | 2024/3/7 | |
Inferring 3D change detection from bitemporal optical images | ISPRS Journal of Photogrammetry and Remote Sensing | Valerio Marsocci Virginia Coletta Roberta Ravanelli Simone Scardapane Mattia Crespi | 2023/2/1 |
EGG-GAE: scalable graph neural networks for tabular data imputation | Lev Telyatnikov Simone Scardapane | 2023/4/11 | |
Continual Self-Supervised Learning in Earth Observation with Embedding Regularization | Hamna Moieez Valerio Marsocci Simone Scardapane | 2023/7/16 | |
Icml 2023 topological deep learning challenge: Design and results | Mathilde Papillon Mustafa Hajij Audun Myers Florianand Frantzen Ghada Zamzmi | 2023/9/27 | |
Adaptive Computation Modules: Granular Conditional Computation For Efficient Inference | arXiv preprint arXiv:2312.10193 | Bartosz Wójcik Alessio Devoto Karol Pustelnik Pasquale Minervini Simone Scardapane | 2023/12/15 |
New trends in urban change detection: Detecting 3D changes from bitemporal optical images | Proceedings of the EGU General Assembly, Vienna, Austria | Valerio Marsocci Virginia Coletta Roberta Ravanelli Simone Scardapane Mattia Crespi | 2023/4 |
Tracin in Semantic Segmentation of Tumor Brains in MRI, an Extended Approach | CEUR WORKSHOP PROCEEDINGS | Tommaso Torda Simona Gargiulo Greta Grillo Andrea Ciardiello Cecilia Voena | 2023 |
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