Generative AI
We introduce Visual Caption Restoration (VCR), a novel vision-language task that challenges models to accurately restore partially …
Scalable Vector Graphics (SVGs) are vital for modern image rendering due to their scalability and versatility. Previous SVG generation …
Recent advancements in large language models (LLMs) have spurred interest in developing autonomous agents capable of performing complex …
Vision and language models that can accurately understand both images and text are crucial for deeper document understanding. These …
Recent advancements in large language models (LLMs) have sparked interest in developing autonomous web agents capable of performing …
Learning generalist agents, able to solve multitudes of tasks in different domains is a long-standing problem. Reinforcement learning …
Large Language Models (LLMs) are trained on vast amounts of data, most of which is automatically scraped from the internet. This data …
The ability of large language models (LLMs) to mimic human-like intelligence has led to a surge in LLM-based autonomous agents. Though …
In-context learning (ICL) approaches typically leverage prompting to condition decoder-only language model generation on reference …
Forecasting is a critical task in decision making across various domains. While numerical data provides a foundation, it often lacks …