03/2026 EdgeCrafter, a new series of SOTA models for object detection, humain pose estimation and instance segmentation. code!

02/2026 FT-FSOD for training-required few-shot object detection is accepted at CVPR 2026. code and the paper!

02/2026 MoVie for human action detection is accepted at CVPR 2026. paper!

01/2026 FSOD-VFM for training-free few-shot object detection is accepted at ICLR 2026.

07/2025 2nd place 🥈 in the NTIRE Joint Denoising and Demosaicing Challenge, 2nd place 🥈 in the SoccerNet Ball Action Spotting Challenge, an honorable mention Foundation Few-shot Object Detection Challenge, at CVPR 2025.

10/2024 1st place 🏅 in the Open-set Recognition challenge at the Out Of Distribution Generalization in Computer Vision Workshop, at ECCV 2024.

06/2024 CCNet for human pose calibration is accepted at ICML 2024.

03/2024 SURE for robust image classification is accepted at CVPR 2024.

12/2023 Defend my Ph.D. dissertation "Uncertainty quantification for vision regression tasks" PDF. Thank all the members of the jury, my dear supervisors, colleagues, friends and my parents.

12/2023 DIDO for uncertainty estimation in vision regression is accepted at AAAI 2024.

10/2023 InfraParis is accepted as Oral at WACV 2024. The dataset contains RGB, Depth and Infrared images captured in the Paris area with manual semantic segmentation annotations. You may find more details from our website.

05/2023 Happy to announce that the MUAD challenge is now on board at UNCV Workshop, ICCV 2023.

05/2023 Honored to give a talk at SCAI, Sorbonne Université on "Towards scalable uncertainty estimation with deterministic methods, and their fair evaluation" PDF.

03/2023 - 04/2023 One-month pleasant visit at Leiden University.