Momentum-Imbued Langevin Dynamics (MILD) for Faster Sampling

Author:

Shetty Nishanth1,Bandla Manikanta2,Neema Nishit2,Asokan Siddarth3,Seelamantula Chandra Sekhar1

Affiliation:

1. Indian Institute of Science,Department of Electrical Engineering,Bangalore

2. Indian Institute of Science,Department of Computer Science and Automation,Bangalore

3. Microsoft Research Lab India (MSRI),Bangalore

Publisher

IEEE

Reference38 articles.

1. Generative modeling by estimating gradients of the data distribution;Song;Adv. Neural Inf. Process. Syst,2019

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3. Score-based generative modeling through stochastic differential equations;Song;Intl. Conf. on Learning Representations,2021

4. Denoising diffusion probabilistic models;Ho;Adv. Neural Inf. Process. Syst,2020

5. Diffusion models beat GANs on image synthesis;Dhariwal;Adv. Neural Inf. Process. Syst,2021

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