معرفی
Kilian Fatras is a Machine Learning Research Scientist at EvolutionaryScale, focusing on training foundation models (including diffusion models and protein language models) to understand and design proteins for applications in drug discovery and biology. His career includes:
- Postdoctoral Fellow at Mila and McGill University in Montréal, working with Prof. Adam Oberman and Prof. Ioannis Mitliagkas on generative modeling, distribution shifts, and optimal transport applied to single-cell trajectory inference and protein design.
- PhD from INRIA Rennes in France under Prof. Nicolas Courty and Prof. Rémi Flamary, exploring optimal transport and deep learning with applications to domain adaptation, learning with noisy labels, and generative modeling.
He co-created the open-source TorchCFM package for Flow Matching models and advocates for scalable, computationally efficient architectures in protein modeling.
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