Search Results for author: Souhaiel Khalfaoui

Found 2 papers, 0 papers with code

DiffHPE: Robust, Coherent 3D Human Pose Lifting with Diffusion

no code implementations4 Sep 2023 Cédric Rommel, Eduardo Valle, Mickaël Chen, Souhaiel Khalfaoui, Renaud Marlet, Matthieu Cord, Patrick Pérez

We present an innovative approach to 3D Human Pose Estimation (3D-HPE) by integrating cutting-edge diffusion models, which have revolutionized diverse fields, but are relatively unexplored in 3D-HPE.

3D Human Pose Estimation

Empowering the trustworthiness of ML-based critical systems through engineering activities

no code implementations30 Sep 2022 Juliette Mattioli, Agnes Delaborde, Souhaiel Khalfaoui, Freddy Lecue, Henri Sohier, Frederic Jurie

This paper reviews the entire engineering process of trustworthy Machine Learning (ML) algorithms designed to equip critical systems with advanced analytics and decision functions.

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