Adventurer: A Causal Image Modeling Framework for Efficient Visual Understanding

Causal image modeling, specifically the Adventurer framework, offers a highly efficient and effective approach to visual understanding by processing images as sequences with linear complexity, outperforming traditional vision transformers in speed and memory efficiency, especially for high-resolution and fine-grained images.