Abstract: An image is a representation of a visual object, scene, or pattern, usually in the form of a two-dimensional array of pixels. In digital imaging, cameras or other imaging devices capture or ...

Rex-Omni is a 3B-parameter Multimodal Large Language Model (MLLM) that redefines object detection and a wide range of other visual perception tasks as a simple next-token prediction problem.

Abstract: In this work, we present a lightweight and highly efficient prediction scheme for lossless image compression based on online gradient descent with L1 loss. Our predictor maintains adaptive ...