Abstract: This article proposes a novel interpretable framework for fine-grained aircraft classification in high-stakes remote sensing applications. Our approach addresses three key challenges: small ...
This repository provides the official PyTorch implementation for RCTS-RAG, a novel approach that enhances Large Vision-Language Models (LVLMs) through re-ranking reasoning contexts using Monte Carlo ...
As a heat dome drives dangerous temperatures across much of the United States and renews concerns about extreme heat, USC ...
Abstract: Post-hoc and inherently interpretable methods have shown great success in uncovering the inner workings of black-box models, whether by examining them after training or by explicitly ...
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