2 papers
cs.CV2026
Hierarchical Channel Stacking: A Structured Decision Framework for AI-Generated Image Detection
Saifullah Shoaib, Akash Borigi, Rupendra Lekkala +5
Many synthetic-image detectors produce accurate predictions but offer limited insight into how those decisions are formed. This paper introduces Hierarchical Channel Stacking (HCS)…
cs.LG2024
Extreme AutoML: Analysis of Classification, Regression, and NLP Performance
Edward Ratner, Elliot Farmer, Brandon Warner +2
Utilizing machine learning techniques has always required choosing hyperparameters. This is true whether one uses a classical technique such as a KNN or very modern neural networks…