📄 文章列表

13 篇文章
TDS

SPP-Net Paper Walkthrough: Breaking the Fixed-Size Constraint

✅ completed ⭐ ☆☆☆☆☆ 2026-08-10
TDS

PANet Paper Walkthrough: When Feature Pyramids Go Bottom-Up

✅ completed ⭐ ☆☆☆☆☆ 2026-07-05
TDS

ConvNeXt Paper Walkthrough: The CNN That Challenges ViT

✅ completed ⭐ ★★★★★★ 2025-05-05
TDS

DeiT Paper Walkthrough: Vision Transformer on a Budget

✅ completed ⭐ ★★★★★★ 2025-06-02
TDS

MobileNetV2 Paper Walkthrough: The Smarter Tiny Giant

✅ completed ⭐ ★★★★★★ 2025-10-03
TDS

MobileNetV3 Paper Walkthrough: The Tiny Giant Getting Even Smarter

✅ completed ⭐ ★★★★★★ 2025-11-02
TDS

YOLOv1 Paper Walkthrough: The Day YOLO First Saw the World

✅ completed ⭐ ★★★★★★ 2025-12-05
TDS

YOLOv1 Loss Function Walkthrough: Regression for All

✅ completed ⭐ ★★★★★★ 2026-01-05
TDS

YOLOv2 & YOLO9000 Paper Walkthrough: Better, Faster, Stronger

✅ completed ⭐ ★★★★★★ 2026-02-03
TDS

YOLOv3 Paper Walkthrough: Even Better, But Not That Much

✅ completed ⭐ ★★★★★★ 2026-03-02
TDS

DenseNet Paper Walkthrough: All Connected

✅ completed ⭐ ★★★★★★ 2026-04-03
TDS

CSPNet Paper Walkthrough: Just Better, No Tradeoffs

✅ completed ⭐ ★★★★★★ 2026-05-03
TDS

FPN Paper Walkthrough: Leveraging the Internal Pyramid

✅ completed ⭐ ★★★★★★ 2026-06-04