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Applications

Using Apple Vision Pro: Practical Applications and Unique Usage in the Biomedical Industry

Apple Vision Pro, a new technology platform from Apple, is set to significantly reshape the biomedical landscape. The innovative toolset is designed specifically for biomedical imaging and analysis, leveraging the high-quality camera and computation power of Apple devices. It allows users to capture highly detailed images to aid in disease diagnosis and treatment planning, which…

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Blink: A Fresh Multimodal LLM Standard that Assesses Fundamental Visual Perception Skills not Detected in Current Evaluations

Researchers from the University of Pennsylvania, University of Washington, Allen Institute for AI, University of California, and Columbia University have developed a novel benchmark study for evaluating core visual perception abilities in multimodal large language models (LLMs), called 'Blink.' The study suggests that current methods of evaluating LLMs conflate perception with linguistic understanding and reasoning.…

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Researchers from Nota AI have unveiled the LD-Pruner, an innovative, structured pruning technique that maintains performance while reducing the size of Latent Diffusion Models (LDMs).

Generative models are key tools in various sectors, such as computer vision and natural language processing, due to their ability to generate samples from learning data distributions. Among these, Diffusion Models (DMs) and particularly Latent Diffusion Models (LDMs) are favored for their high-quality image output, speed of generation, and reduced computational cost. Despite these advantages,…

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