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This repository provides a complete pipeline for training a DDPM on the CelebA-HQ dataset and generating new images. The core idea behind DDPMs is to reverse a forward diffusion process that gradually ...

Researchers have developed a deep learning-based approach that significantly streamlines the accurate identification and classification of two-dimensional (2D) materials through Raman spectroscopy. In ...

A novel artificial intelligence approach can generate 3D brain MRI images using semantic segmentation masks, offering a breakthrough in medical image synthesis and privacy protection. This new ...

Denoising diffusion probabilistic models (DDPM) are a popular type of generative AI model that were introduced by Ho et al. in 2020 and improved upon by Nichol et al. in 2021. The basic idea behind ...

It was in 2018, when the idea of reinforcement learning in the context of a neural network world model was first introduced, and soon, this fundamental principle was applied on world models. Some of ...

MARS5 TTS, a game changer in open-source text-to-speech systems, has been released by the Camb AI team. This innovative model offers exceptional prosodic control and voice cloning capabilities, ...