EGFDA: Experience-guided Fine-grained Domain Adaptation for cross-domain pneumonia diagnosis

H Zhao, T Ren, W Li, D Wu, Z Xu - Knowledge-Based Systems, 2025 - Elsevier
Although recent advances in deep learning have led to accurate pneumonia diagnoses,
their heavy reliance on data annotation hinders their expected performance in clinical …

Enhancing Fine-grained Image Classification through Attentive Batch Training

DM Le, BQ Bui, A Tran, C Tran, C Pham - arXiv preprint arXiv:2412.19606, 2024 - arxiv.org
Fine-grained image classification, which is a challenging task in computer vision, requires
precise differentiation among visually similar object categories. In this paper, we propose 1) …

Leveraging Graph Neural Networks to Boost Fine-Grained Image Classification

BQ Bui, DM Le, C Tran, AT Tran, C Pham - openreview.net
Fine-grained image classification, which is a challenging task in computer vision, requires
precise differentiation among visually similar object categories. In this paper, we introduce a …