| 2023 | BMVC | G2N2: Lightweight Event Stream Classification with GRU Graph Neural Networks. | Thomas Mesquida, Manon Dampfhoffer, Thomas Dalgaty, Pascal Vivet, Amos Sironi, Christoph Posch |
| 2023 | CVPR | HUGNet: Hemi-Spherical Update Graph Neural Network applied to low-latency event-based optical flow. | Thomas Dalgaty, Thomas Mesquida, Damien Joubert, Amos Sironi, Pascal Vivet, Christoph Posch |
| 2023 | DATE | The CNN vs. SNN Event-camera Dichotomy and Perspectives For Event-Graph Neural Networks. | Thomas Dalgaty, Thomas Mesquida, Damien Joubert, Amos Sironi, Cyrille Soubeyrat, Pascal Vivet, Christoph Posch |
| 2021 | CVPR | Detecting Stable Keypoints From Events Through Image Gradient Prediction. | Philippe Chiberre, Etienne Perot, Amos Sironi, Vincent Lepetit |
| 2019 | CVPR | Speed Invariant Time Surface for Learning to Detect Corner Points With Event-Based Cameras. | Jacques Manderscheid, Amos Sironi, Nicolas Bourdis, Davide Migliore, Vincent Lepetit |
| 2018 | CVPR | HATS: Histograms of Averaged Time Surfaces for Robust Event-Based Object Classification. | Amos Sironi, Manuele Brambilla, Nicolas Bourdis, Xavier Lagorce, Ryad Benosman |
| 2015 | ICCV | Projection onto the Manifold of Elongated Structures for Accurate Extraction. | Amos Sironi, Vincent Lepetit, Pascal Fua |
| 2014 | CVPR | Multiscale Centerline Detection by Learning a Scale-Space Distance Transform. | Amos Sironi, Vincent Lepetit, Pascal Fua |
| 2013 | CVPR | Learning Separable Filters. | Roberto Rigamonti, Amos Sironi, Vincent Lepetit, Pascal Fua |