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 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 ...
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 ...
Understanding how the brain transforms visual input into neural signals (encoding) and reconstructs perceptual or imagined content from those signals (decoding) lies at the heart of visual ...
CADRE is a family of video autoencoders from Kyutai built for action-conditioned world models. A world model generates in the autoencoder’s latent space. So the autoencoder’s compression sets both ...
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