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85. Learning Transferable Visual Models From Natural Language Supervision(2)

January 30, 2026

Foundation Model, Zero-Shot Learning, Contrastive Learning

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86. Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning

January 30, 2026

Classification, Medical Deep Learning, Contrastive Learning

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84. Deformable DETR: Deformable Transformers for End-to-End Object Detection

January 16, 2026

Object Detection, Transformer

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83. Top-Down Attention-based Multiple Instance Learning for Whole Slide Image Analysis

January 5, 2026

Classification, Multiple Instance Learning (MIL)

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82. Grad-CAM Guided Channel-Spatial Attention Module

August 5, 2025

eXplainable AI (XAI)

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81. Bi-directional Encoding for Explicit Centerline Segmentation by Fully-Convolutional Networks

August 4, 2025

Medical Deep Learning, Segmentation

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80. A Multichannel CT and Radiomics-Guided CNN-ViT(RadCT-CNNViT) Ensemble Network for Diagnosis of Pulmonary Sarcoidosis

July 29, 2025

Medical Deep Learning, Radiomics, Classification

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79. Balancing Logit Variation for Long-tailed Semantic Segmentation

July 15, 2025

Segmentation

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78. SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation

June 24, 2025

Medical Deep Learning, Segmentation, Foundation Model

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77. PA-SAM: Prompt Adapter SAM for High-Quality Image Segmentation

February 12, 2025

Medical Deep Learning, Segmentation, Foundation Model

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