Search Results for author: Hila Manor

Found 3 papers, 1 papers with code

Zero-Shot Unsupervised and Text-Based Audio Editing Using DDPM Inversion

no code implementations15 Feb 2024 Hila Manor, Tomer Michaeli

Editing signals using large pre-trained models, in a zero-shot manner, has recently seen rapid advancements in the image domain.

From Posterior Sampling to Meaningful Diversity in Image Restoration

no code implementations24 Oct 2023 Noa Cohen, Hila Manor, Yuval Bahat, Tomer Michaeli

To accommodate this, many works generate a diverse set of outputs by attempting to randomly sample from the posterior distribution of natural images given the degraded input.

Image Restoration

On the Posterior Distribution in Denoising: Application to Uncertainty Quantification

1 code implementation24 Sep 2023 Hila Manor, Tomer Michaeli

Denoisers play a central role in many applications, from noise suppression in low-grade imaging sensors, to empowering score-based generative models.

Image Denoising Image Restoration +2

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