Modality-agnostic decoders leverage modality-invariant representations in human subjects' brain activity to predict stimuli irrespective of their modality (image, text, mental imagery).
Abstract: In this paper, we present Diffusion-4K, a novel framework for direct ultra-high-resolution image synthesis using text-to-image diffusion models. The core advancements include: (1) ...
Abstract: Engineering design is a complex process that involves balancing various performance trade-offs, requiring both the expertise of skilled designers and significant costs. In recent years, the ...