From the 6 of 292 papers with an AI index.
192 citations
- Istituto Nazionale di Fisica Nucleare, Sezione di GenovaIT234 papers
- University of BolognaIT217 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di BolognaIT211 papers
- Université Paris-SaclayFR211 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di Roma IIT209 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di NapoliIT190 papers
- Centre National de la Recherche ScientifiqueFR184 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di TriesteIT179 papers
- CEA Paris-SaclayFR174 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR174 papers
- Sapienza University of RomeIT174 papers
- Universidad Autónoma de MadridES166 papers
168 papers
CutClean: Neural Network Pruning for Privacy-Preserving Inference
Leonardo Magliolo, Vito Paolo Pastore, Giuseppe Valenzise +1
Neural networks are increasingly deployed in high-stakes applications with growing privacy leakage concerns. We show that this privacy leakage can occur even in the absence of repr…
Lightweight Neural Networks for Affordance Segmentation: Enhancement of the Decoder Module
Simone Lugani, Edoardo Ragusa, Rodolfo Zunino +1
The deployment of deep neural networks for visual affordance segmentation on wearable robots poses may prove critical, due to some conflicting aspects of the problem. On one hand,…
Filling the Pareto-Optimal Front for Affordance Segmentation on Embedded Devices Using RGB-D Cameras
Edoardo Ragusa, Giovanni Paolo Canuti, Simone Lugani +2
The paper proposes hardware‑aware neural architecture search and a fine‑tuning pipeline to integrate depth data into compact RGB‑D networks for affordance segmentation on embedded…
Euclid: Inferring star-formation history via cross-correlations of photometric clustering and shear with the cosmic infrared background
J. Han, S. Camera, M. Migliaccio +146
The cosmic infrared background, sourced by dust heated by star-forming activity, encodes the integrated history of the star-formation distribution over a large swathe of cosmic tim…
Euclid: Calibrating distances from surface brightness fluctuations with Early Release Observations of the Fornax cluster
R. Habas, M. Cantiello, G. Riccio +169
Surface brightness fluctuations (SBF), the pixel-to-pixel variations in flux that arise from the statistical distribution of stars in galaxy images, provide a powerful tool to meas…
The Dark Energy Camera All Data Everywhere cosmic shear project V: Constraints on cosmology and astrophysics from 270 million galaxies across 13,000 deg of the sky
D. Anbajagane, C. Chang, A. Drlica-Wagner +78
The paper presents cosmological and astrophysical constraints derived from cosmic shear measurements of 270 million galaxies covering 13,000 deg², combining data from the DECADE pr…