PhD Position F/M Theory for Discrete Diffusion Models
Inria · Paris
Research instituteonsitePhD
At a glance
Highlights
- Research theory of discrete diffusion models as alternative to autoregression.
- Analyze how statistical and optimization errors affect generated sample quality.
- Validate theory with numerical experiments under ERC Grant DYNASTY.
What they offer
- Travel to conferences for paper presentation
- Travel expenses covered within limits of scale in force
Ideal candidate
A theoretically-minded researcher passionate about generative models and deep learning theory who enjoys proving results and validating them through experiments and scientific writing.
Requirements
- High-level professional/academic English
- Good level of coding in Python and related deep learning libraries
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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