Cannistraci, Irene

7 publications

TMLR 2026 Structure Is Supervision: Multiview Masked Autoencoders for Radiology Sonia Laguna, Andrea Agostini, Alain Ryser, Samuel Ruiperez-Campillo, Irene Cannistraci, Moritz Vandenhirtz, Stephan Mandt, Nicolas Deperrois, Farhad Nooralahzadeh, Michael Krauthammer, Thomas M. Sutter, Julia E Vogt

TMLR 2026 TOAST: Transformer Optimization Using Adaptive and Simple Transformations Irene Cannistraci, Simone Antonelli, Emanuele Palumbo, Thomas M. Sutter, Emanuele Rodolà, Bastian Rieck, Julia E Vogt

TMLR 2026 You Only Train Once: Differentiable Subset Selection for Omics Data Daphné Chopard, Jorge da Silva Gonçalves, Irene Cannistraci, Thomas M. Sutter, Julia E Vogt

ICLR 2024 From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication Irene Cannistraci, Luca Moschella, Marco Fumero, Valentino Maiorca, Emanuele Rodolà

NeurIPSW 2023 From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication Irene Cannistraci, Luca Moschella, Marco Fumero, Valentino Maiorca, Emanuele Rodolà

NeurIPSW 2023 From Charts to Atlas: Merging Latent Spaces into One Donato Crisostomi, Irene Cannistraci, Luca Moschella, Pietro Barbiero, Marco Ciccone, Pietro Lio, Emanuele Rodolà

ICMLW 2023 Infusing Invariances in Neural Representations Irene Cannistraci, Marco Fumero, Luca Moschella, Valentino Maiorca, Emanuele Rodolà