| 2025 | CVPR | Reasoning in Visual Navigation of End-to-end Trained Agents: A Dynamical Systems Approach. | Steeven Janny, Herv Poirier, Leonid Antsfeld, Guillaume Bono, Gianluca Monaci, Boris Chidlovskii, Francesco Giuliari, Alessio Del Bue, Christian Wolf |
| 2025 | RO-MAN | Robots Waiting for the Elevator: Integrating Social Norms in a Low-Data Regime Goal Selection Problem. | Mattia Racca, Jutta Willamowski, Tommaso Colombino, Gianluca Monaci, Danilo Gallo |
| 2024 | CVPR | Learning to Navigate Efficiently and Precisely in Real Environments. | Guillaume Bono, Herv Poirier, Leonid Antsfeld, Gianluca Monaci, Boris Chidlovskii, Christian Wolf |
| 2024 | ICLR | Learning with a Mole: Transferable latent spatial representations for navigation without reconstruction. | Guillaume Bono, Leonid Antsfeld, Assem Sadek, Gianluca Monaci, Christian Wolf |
| 2023 | IROS | Learning Whom to Trust in Navigation: Dynamically Switching Between Classical and Neural Planning. | Sombit Dey, Assem Sadek, Gianluca Monaci, Boris Chidlovskii, Christian Wolf |
| 2011 | ICIP | Ultrasound video analysis for understanding infant breastfeeding. | Gianluca Monaci, Mike Woolridge |
| 2008 | ICASSP | Blind audiovisual separation based on redundant representations. | Anna Llagostera Casanovas, Gianluca Monaci, Pierre Vandergheynst, Rmi Gribonval |
| 2007 | ICASSP | Tracking Atoms with Particles for Audio-Visual Source Localization. | Gianluca Monaci, Pierre Vandergheynst, Emilio Maggio, Andrea Cavallaro |
| 2007 | ICIP | Blind Audiovisual Source Separation using Sparse Representations. | Anna Llagostera Casanovas, Gianluca Monaci, Pierre Vandergheynst |
| 2006 | CVPR | Audiovisual Gestalts. | Gianluca Monaci, Pierre Vandergheynst |
| 2005 | ICIP | Analysis of multimodal signals using redundant representations. | Gianluca Monaci, scar Divorra Escoda, Pierre Vandergheynst |
| 2004 | ICIP | Learning structured dictionaries for image representation. | Gianluca Monaci, Pierre Vandergheynst |
| 2004 | MMSP | Image compression with learnt tree-structured dictionaries. | Gianluca Monaci, Philippe Jost, Pierre Vandergheynst |