Cardinaux, Fabien

6 publications

TMLR 2025 A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models Reda Bensaid, Vincent Gripon, François Leduc-Primeau, Lukas Mauch, Ghouthi BOUKLI Hacene, Fabien Cardinaux

ECCV 2024 SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning Bac Nguyen, Stefan Uhlich, Fabien Cardinaux, Lukas Mauch, Marzieh Edraki, Aaron Courville

NeurIPSW 2023 Inferring Latent Class Statistics from Text for Robust Visual Few-Shot Learning Yassir Bendou, Bastien Pasdeloup, Giulia Lioi, Vincent Gripon, Fabien Cardinaux, Ghouthi BOUKLI Hacene, Lukas Mauch

CVPRW 2022 A Low Memory Footprint Quantized Neural Network for Depth Completion of Very Sparse Time-of-Flight Depth Maps Xiaowen Jiang, Valerio Cambareri, Gianluca Agresti, Cynthia Ifeyinwa Ugwu, Adriano Simonetto, Fabien Cardinaux, Pietro Zanuttigh

ICLRW 2022 COBRA: Enhancing DNN Latency Prediction with Language Models Trained on Source Code Robin Zbinden, Lukas Mauch, Fabien Cardinaux

ICLR 2020 Mixed Precision DNNs: All You Need Is a Good Parametrization Stefan Uhlich, Lukas Mauch, Fabien Cardinaux, Kazuki Yoshiyama, Javier Alonso Garcia, Stephen Tiedemann, Thomas Kemp, Akira Nakamura