NePTune: A Neuro-Pythonic Framework for Tunable Compositional Reasoning on Vision-Language
Modern Vision-Language Models (VLMs) have achieved impressive performance in various tasks, yet they often struggle with compositional reasoning, the ability to decompose and recombine concepts to solve novel problems. While neuro-symbolic approaches offer a promising direction, they are typically c…