LDP consists of a diffusion modeling for encoded text space of an off-the-shelf pre-trained encoder and decoder, the diffusion process can be intervened by additional controller . Paraphrase ...
Stable Diffusion ', which has become a hot topic for its ability to generate high-precision images, explains how illustrations are generated from input text (prompts), and commentary videos on topics ...
The developed model modified Schrödinger bridge-type diffusion models to add noise to real data through the encoder and reconstructed samples through the decoder. It uses two objective functions, the ...
Single image super-resolution (SISR) refers to the reconstruction from the corresponding low-resolution (LR) image input to a high-resolution (HR) image. However, since a single low-resolution image ...
NVIDIA's research team has announced ' PiD (Pixel Diffusion Decoder),' a technology that directly converts vector latent representations into high-resolution images. PiD aims to replace the ...
The use of foundation models has extended from natural language processing to molecular modeling. In this context, large-scale pre-training strategies have been applied to chemical language models to ...