This repo contains the code and model for UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings, we have developed a series of powerful generative multimodal embedding models that can ...

Since OpenAI released ChatGPT 3.5 in late 2022, language models have advanced at a remarkable pace. What began as tools for text generation have quickly evolved into systems capable of reasoning, ...

Summary: For decades, neuroscientists believed the brain became more efficient during learning by making neurons act more independently—like a factory line where everyone does one job perfectly.

Generative classification The CytoDiffusion classifier accurately identifies a wide range of blood cell appearances and detects unusual or rare blood cells that may indicate disease. The diagonal grid ...

1 D3PMs - Discrete Denoising Diffusion Probabilistic Models NeurIPS'21 Proposing how to build a denoising diffusion model in discrete state space 2 τLDR - Tau-Leaping Denoising Reversal NeurIPS'22 ...

Generative AI models can carry on conversations, answer questions, write stories, produce source code, and create images and videos of almost any description. Here's how generative AI works, how it's ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. In this work, we introduce auxiliary discriminator sequence generative adversarial ...

The Seed 100 and Seed 40 lists are now in their fifth year in our partnership with Business Insider to objectively identify and celebrate the success of some of the world's greatest seed investors. In ...

What is generative AI in simple terms, and how does it work? Discover the meaning, benefits, limitations and dangers of generative AI with our guide. Generative artificial intelligence has rapidly ...