Abstract: Generating images that align with textual input using text-to-image (TTI) generation models is a challenging task. Generative adversarial network (GAN) based TTI models can produce realistic ...
For the past few years, a single axiom has ruled the generative AI industry: if you want to build a state-of-the-art model, ...
VideoPrism is a general-purpose video encoder designed to handle a wide spectrum of video understanding tasks, including classification, retrieval, localization, captioning, and question answering. It ...
1 Centre for Digital Music, Queen Mary University of London, U.K. 2 Music & Audio Machine Learning Lab, Universal Music Group, London, U.K. Multimodal contrastive models have achieved strong ...
The landscape of Generative AI has been shifting at a tectonic pace. We have witnessed the explosion of text-to-image models that can conjure surrealist art in seconds, and text-to-video models that ...
Abstract: Text encoders in diffusion models have rapidly evolved, transitioning from CLIP to T5-XXL. Although this evolution has significantly enhanced the models’ ability to understand complex ...
Perception Encoder, PE, is the core vision stack in Meta’s Perception Models project. It is a family of encoders for images, video, and audio that reaches state of the art on many vision and audio ...
Lika Electronic offers a comprehensive range of housed and unhoused absolute modular encoders. These encoders excel in their miniature size, minimal weight, and high resolution. Furthermore, both the ...
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