Researchers at New York University have developed a new architecture for diffusion models that improves the semantic representation of the images they generate. “Diffusion Transformer with ...
Diffusion models excel at generating high-quality images and are easy to scale, making them highly popular among active users. Meanwhile, diffusion-based text-to-image models have demonstrated ...
Figure | Schematics of inverse design methods. a, Optimization-based inverse design methods usually model only the forward prediction process and execute iterative optimization algorithms to obtain an ...
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 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 ...
During a radiotherapy (RT) course, geometrical variations of target volumes, organs at risk, weight changes (loss/gain), tumor regression and/or progression can significantly affect the treatment ...
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