In urban development and environmental studies, accurate and efficient building data extraction from satellite imagery is a cornerstone for myriad applications. This endeavor, while technologically advanced, has faced significant hurdles due to the intricate and...

Large Language Models(LLMs) have been successful in processing data in the form of text, images, and audio, but they face challenges when the data is provided as a table. LLMs can work better on a variety of tasks, such as database queries, spreadsheet calculations,...

In the cutting-edge sphere of machine learning, manipulating and comprehending data within vast, high-dimensional spaces are formidable challenges. At the heart of numerous applications, from the nuanced realms of image and text analysis to the intricate networks of...

Artificial intelligence has significantly advanced in developing systems that can interpret and respond to multimodal data. At the forefront of this innovation is Lumos, a groundbreaking multimodal question-answering system designed by researchers at Meta Reality...

With the rapid increase in the popularity of Artificial Intelligence (AI) and Large Language Models (LLMs), there has been a growing interest in augmenting the reasoning capabilities of LLMs to handle increasingly complex tasks. Existing methods, such as...

In the past few years, generalist AI systems have shown remarkable progress in the field of computer vision and natural language processing and are widely used in many real-world settings, such as robotics, video generation, and 3D asset creation. Their capabilities...