most citedResidual Dense Swin Transformer for Continuous Depth-Independent Ultrasound Imaging

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cs.CV2024

CONSULT: Contrastive Self-Supervised Learning for Few-shot Tumor Detection

Sin Chee Chin, Xuan Zhang, Lee Yeong Khang +1

Artificial intelligence aids in brain tumor detection via MRI scans, enhancing the accuracy and reducing the workload of medical professionals. However, in scenarios with extremely…

cs.CV2024

RICASSO: Reinforced Imbalance Learning with Class-Aware Self-Supervised Outliers Exposure

Xuan Zhang, Sin Chee Chin, Tingxuan Gao +1

In real-world scenarios, deep learning models often face challenges from both imbalanced (long-tailed) and out-of-distribution (OOD) data. However, existing joint methods rely on r…