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Research engineer Perspective-Grounded Spatial Reasoning in Multimodal Large Language Models

Inria · Paris

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At a glance

Highlights

  • Build a diagnostic benchmark for perspective-taking failures in video MLLMs.
  • Develop 3D-grounded spatial reasoning aligned with pretrained 3D models.
  • Design novel solutions for allocentric viewpoint reasoning from video.

Ideal candidate

A curious researcher passionate about multimodal models and 3D geometry who enjoys diagnosing hard failures and turning insights into principled, publishable solutions.

Requirements

  • Programming skills
  • English fluency
  • Good communication skills

Lab profile

About Inria

French national research institute advancing digital sciences, computing, AI and applied mathematics.

What they build

  • Digital sciences and computing research
  • Artificial intelligence for microscopy and video analysis
  • Quantum information theory

Known for

  • Joint teams with Paris-Saclay University and Institut Polytechnique de Paris
  • Embedded in Paris-Saclay science and technology cluster
  • Rich R&D ecosystem with startups, industry and clusters
  • International collaborations and multinational scientific staff

Key facts

  • Founded in 1967
  • Headquartered in France
  • Nine research centres across France
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