Negin Raoof

I’m a second year ECE PhD student at UT Austin, advised by Alex Dimakis. My research focuses on using generative models as priors for solving inverse problems.

Before joining the PhD program, I was a software engineer at Microsoft working on: Siphon: Streaming data ingestion with Apache Kafka, and PyTorch - ONNX .

Email  /  CV  /  Google Scholar  /  Github

profile photo
Publications

  • Solving Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models

    Citation: Litu Rout, Negin Raoof, Giannis Daras, Constantine Caramanis, Alexandros G. Dimakis, Sanjay Shakkottai, "Solving Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models"

    NeurIPS 2023 Paper

  • Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve

    Citation: Giannis Daras (*) , Negin Raoof (*), Zoi Gkalitsiou, Alexandros G. Dimakis, "Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve"

    NeurIPS 2022 Paper

Blog Posts