Hiba Dahmani

Hiba Dahmani

PhD candidate in Computer Vision, researching diffusion models, neural rendering, and 3D representations for scalable 3D scene generation.

Education

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PhD

PhD in Computer Vision

Huawei Paris Research Center · COSYS · Université Gustave Eiffel

Scalable 3D scene reconstruction and generation

My research investigates neural 3D representations and generative models for constructing large-scale environments with improved geometric accuracy and rendering efficiency.

Supervisors
  • Nathan Piasco — Huawei
  • Roland Brémond — COSYS, Université Gustave Eiffel
  • Laurent Caraffa — LASTIG, IGN-ENSG, Université Gustave Eiffel
  • Jean-Philippe Tarel — COSYS, Université Gustave Eiffel
Computer Vision Diffusion Models Neural Rendering 3D Representations

Expected graduation: March 2027

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Master's

Master M2 MVA

ENS Paris-Saclay

Mathematics, Vision and Learning

Selected coursework
  • Optimisation
  • Object Recognition and Computer Vision
  • 3D Computer Vision
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Engineering

Engineering Degree

Télécom Paris

Selected coursework
  • Variational and Bayesian Methods
  • Discrete Optimisation
  • Convex Optimisation
  • Graph Mining
  • Machine Learning
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Engineering

Engineering Studies

École Polytechnique de Tunisie

Selected coursework
  • Mathematical Statistics and Probability
  • Quantum Mechanics
  • Signal Processing
  • Scientific Computing
  • Operations Research
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Preparatory Classes

Preparatory Classes — CPGE

IPEST

Intensive preparatory studies in mathematics, physics, and engineering sciences.