Synthesize, Diagnose, and Optimize: Towards Fine-Grained Vision-Language Understanding

1 code implementation • 30 Nov 2023 • Wujian Peng, Sicheng Xie, Zuyao You, Shiyi Lan, Zuxuan Wu

With this in mind, we propose a simple yet effective approach to optimize VLMs in fine-grained understanding, achieving significant improvements on SPEC without compromising the zero-shot performance.

Attribute Compositional Zero-Shot Learning