Abstract Track irregularity reflects deviations in track geometry and serves as a key indicator of rail-way infrastructure performance. Accurate evaluation and prediction of track quality are cru-cial for detecting potential safety risks and guiding maintenance decisions. Traditi…
This work introduces a unified formulation for vision models, where diverse forms of visual information beyond natural images, such as masks, depth maps, and other structured visual signals, are all represented as RGB images, while general visual tasks can be converted into a com…
Recent unified multimodal models show a single architecture can jointly perform vision/language understanding and image generation/editing. However, they repeatedly feed all historical visual and textual inputs into a shared context window, limiting long-horizon multimodal dialog…