Search Results for author: Emanuele Aiello

Found 3 papers, 3 papers with code

Jointly Training Large Autoregressive Multimodal Models

1 code implementation27 Sep 2023 Emanuele Aiello, Lili Yu, Yixin Nie, Armen Aghajanyan, Barlas Oguz

In recent years, advances in the large-scale pretraining of language and text-to-image models have revolutionized the field of machine learning.

Image Generation

Fast Inference in Denoising Diffusion Models via MMD Finetuning

1 code implementation19 Jan 2023 Emanuele Aiello, Diego Valsesia, Enrico Magli

Our findings show that the proposed method is able to produce high-quality samples in a fraction of the time required by widely-used diffusion models, and outperforms state-of-the-art techniques for accelerated sampling.

Denoising Image Generation +1

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