Vision Transformer – Page 2

DINOv2 for Medical Image Anomaly Detection

2026년 01월 30일

Frozen DINOv2 features beat fine-tuned autoencoders for medical anomaly detection. Here's the preprocessing mistake that tanks accuracy.

2025년 12월 10일

ViT vs Swin vs MaxViT: which Vision Transformer wins? Hierarchical attention benchmarks on ImageNet with code for classification and detection.

2025년 12월 06일

ConvNeXt vs Swin Transformer on ImageNet, COCO, ADE20K: real accuracy and speed numbers to pick the right architecture for your project.

2025년 11월 08일

ViT vs CNN attention maps decoded: 5 techniques to visualize what your model actually sees. GradCAM, rollout, and flow compared.