Hi, I've noticed that while the VAE decoders for the 1.5B and 0.5B models share the same architecture, their parameters (weights) are different. This leads to a few questions: Why was a new VAE ...

BART is an encoder-decoder model that is particularly effective for sequence-to-sequence tasks like summarization, translation, and text generation. Florence-2 is a vision-language model from ...

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 ...

Abstract: Industrial time series analysis is the core foundation of equipment status monitoring and industrial intelligence. However, the long-tailed distribution characteristics of time series caused ...

Abstract: The increasing demand for image generation on mobile devices [1] highlights the need for high-performing image-generative models, including the diffusion model (DM) [2], [3]. A conventional ...