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 ...

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 ...

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 ...

In this work, different Long Short-Term Memory (LSTM) encoder-decoder artificial neural networks are investigated. These networks differ in their complexity. The aim of this work is to evaluate ...

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 ...

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 ...