https://openreview.net/forum?id=uQoivcN22J&referrer=%5Bthe%20profile%20of%20Prateek%20Prasanna%5D(%2Fprofile%3Fid%3D~Prateek_Prasanna3)
Diffusion models have revolutionized image generation, yet several challenges restrict their application to large-image domains, such as digital pathology and...
latent diffusion modelscale imagemultigenerationopenreview
https://openreview.net/forum?id=y4LniyJIWi&referrer=%5Bthe%20profile%20of%20Chunlei%20Zhang%5D(%2Fprofile%3Fid%3D~Chunlei_Zhang1)
Diffusion models have become the foundation for most text-to-audio generation methods. These approaches rely on a large text encoder to process the textual...
audio generationlanguage modeltextviabridging
https://openreview.net/forum?id=zB6uMznFuZ&referrer=%5Bthe%20profile%20of%20Yuning%20Yang%5D(%2Fprofile%3Fid%3D~Yuning_Yang3)
In this paper, we leverage the power of latent diffusion models to generate synthetic time series tabular data. Along with the temporal and feature...
time series datagenerationheterogeneousvialatent