This work improves existing noise sampling techniques for training rectified flow models by biasing them towards perceptually relevant scales and presents a novel transformer-based architecture for text-to-image generation that uses separate weights for the two modalities and enables a bidirectional flow of information between image and text tokens.
This work introduces Gemma, a family of lightweight, state-of-the art open models built from the research and technology used to create Gemini models, and presents comprehensive evaluations of safety and responsibility aspects of the models, alongside a detailed description of model development.
PaliGemma is an open Vision-Language Model that is based on the SigLIP-So400m vision encoder and the Gemma-2B language model that achieves strong performance on a wide variety of open-world tasks.
This work describes the development of a generic non-invasive neuromotor interface that enables computer input decoded from surface electromyography (sEMG), and claims to be the first high-bandwidth neuromotor interface with performant out-of-the-box generalization across people.
A framework to be followed during preclinical investigation of nanomedicines to increase their translatability potential is proposed and will help accelerate the clinical translation and maximize the impact of nanomedicines.
It is shown that orally administered E. coli Nissle 1917 can selectively colonize adenomas in mouse models and in patients as a detection tool, as well as deliver immunotherapeutics for colorectal neoplasia treatment.
An assessment of the current state of microfluidic technologies for lipid-based nanoparticle and nanomedicine production is presented, with an emphasis on the capabilities of microfluidic systems for controlling nanoparticle size and size distribution.
Capillary systems offer an effective and reliable foundation for developing miniaturized diagnostic instruments, which hold significant potential across various domains, including biological research and environmental monitoring.
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