The example of how to get retrieval metrics along with answer inference based on the context. "ctx" refers to 'context' "ans" refers to 'answer' "gt" refers to 'ground truth answer' "ctx_ans_inference ...

A practical guide to the four strategies of agentic adaptation, from "plug-and-play" components to full model retraining.

Abstract: The development of image time series retrieval (ITSR) methods is a growing research interest in remote sensing (RS). Given a user-defined image time series (i.e., the query time series), the ...

Abstract: Remote sensing image–text retrieval (RSITR) is a critical task that involves parsing the content of remote sensing (RS) images to match semantically relevant text. Existing RSITR methods ...

Introduction: The quality of gastrointestinal endoscopy is verified by documenting specific required images, but identifying these images from the numerous photographs captured during a procedure is ...

OpenAI is rolling out a new version of ChatGPT Images that promises better instruction-following, more precise editing, and up to 4x faster image generation speeds. The new model, dubbed GPT Image 1.5 ...