Institute for Foundations of Machine Learning

university

https://www.ifml.institute/

https://github.com/IFML-UT

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AI & ML interests

Designated by the National Science Foundation (NSF) in 2020, IFML develops the key foundational tools for the next decade of AI innovation.

abao

authored a paper 4 months ago

Concentration of Measure for Distributions Generated via Diffusion Models

Paper • 2501.07741 • Published Jan 13

LituRout

authored a paper about 1 year ago

Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations

Paper • 2410.10792 • Published Oct 14, 2024 • 31

LituRout

authored 4 papers over 1 year ago

Beyond First-Order Tweedie: Solving Inverse Problems using Latent Diffusion

Paper • 2312.00852 • Published Dec 1, 2023

Generative Modeling with Optimal Transport Maps

Paper • 2110.02999 • Published Oct 6, 2021

RB-Modulation: Training-Free Personalization of Diffusion Models using Stochastic Optimal Control

Paper • 2405.17401 • Published May 27, 2024 • 5

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

Paper • 2307.00619 • Published Jul 2, 2023 • 1

mattjordan

authored a paper over 1 year ago

DataComp-LM: In search of the next generation of training sets for language models

Paper • 2406.11794 • Published Jun 17, 2024 • 55

Sunny111

authored a paper over 1 year ago

Pre-training Small Base LMs with Fewer Tokens

Paper • 2404.08634 • Published Apr 12, 2024 • 36