Content scoring tools work, but only for the first gate in Google’s pipeline

Google’s first-stage retrieval still runs on word matching, not AI magic. Here’s how to use content scoring tools accordingly ...
IEEE

Frequency-Prior Enhanced Ambient Lighting Normalization Via Visual Perceptual Refinement

Abstract: The Ambient Lighting Normalization task aims to recover the detailed information lost in the image due to uneven lighting. Existing methods primarily focus on image reconstruction through ...
IEEE

Some Practical Aspects of the Relational Database Normalization Process

Abstract: Database normalization is a ubiquitous theoretical relational database analysis process. It comprises several levels of normal forms and encourage database designers not to split database ...
GitHub

SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning

Natural Language to SQL (NL2SQL) enables intuitive interactions with databases by transforming natural language queries into structured SQL statements. Despite recent advancements in enhancing ...
GitHub

PromptNorm: Image Geometry Guides Ambient Light Normalization

Ambient lighting normalization is an important computer vision task that aims to remove shadows and standardize illumination across an entire image. While previous approaches have primarily focused on ...