Takafumi Koshinaka

Reading Is Believing: Revisiting Language Bottleneck Models for Image Classification

2024 · arXiv (Cornell University)

We revisit language bottleneck models as an approach to ensuring the explainability of deep learning models for image classification. Because of inevitable information loss incurred in the step of converting images into language, the accuracy …