📄 文章列表

21 篇文章
TDS

Backpropagation Explained for Beginners (Part 3): How Backpropagation Really Works

✅ completed ⭐ ☆☆☆☆☆ 2026-08-12
TDS

Variational Autoencoders (VAEs) Explained: From Theory to ELBO and the Reparameterization Trick

✅ completed ⭐ ☆☆☆☆☆ 2026-08-10
TDS

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

✅ completed ⭐ ☆☆☆☆☆ 2026-08-10
TDS

Backpropagation Explained for Beginners (Part 2): There Has to Be a Better Way

✅ completed ⭐ ☆☆☆☆☆ 2026-07-28
TDS

Backpropagation Explained for Beginners (Part 1): Building the Intuition

✅ completed ⭐ ☆☆☆☆☆ 2026-07-19
TDS

PANet Paper Walkthrough: When Feature Pyramids Go Bottom-Up

✅ completed ⭐ ☆☆☆☆☆ 2026-07-05
TDS

Neural Networks, Explained for Beginners: Start Here If They’ve Confused You

✅ completed ⭐ ★★★☆☆ 2026-06-22
TDS

ConvNeXt Paper Walkthrough: The CNN That Challenges ViT

✅ completed ⭐ ★★★★★★ 2025-05-05
TDS

ResNeXt Paper Walkthrough: Taking ResNet to the Next Level

✅ completed ⭐ ★★★★★★ 2025-07-02
TDS

MobileNetV1 Paper Walkthrough: The Tiny Giant

✅ completed ⭐ ★★★★★★ 2025-09-04
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

How Convolutional Neural Networks Learn Musical Similarity

✅ completed ⭐ ★★★★★★ 2026-01-26
TDS

YOLOv2 & YOLO9000 Paper Walkthrough: Better, Faster, Stronger

✅ completed ⭐ ★★★★★★ 2026-02-03
TDS

Optimizing Deep Learning Models with SAM

✅ completed ⭐ ★★★★★★ 2026-02-24
TDS

YOLOv3 Paper Walkthrough: Even Better, But Not That Much

✅ completed ⭐ ★★★★★★ 2026-03-02
TDS

Hybrid Neuro-Symbolic Fraud Detection: Guiding Neural Networks with Domain Rules

✅ completed ⭐ ★★★★★★ 2026-03-10
TDS

How a Neural Network Learned Its Own Fraud Rules: A Neuro-Symbolic AI Experiment

✅ completed ⭐ ★★★★★★ 2026-03-17
TDS

Explainable AI in Production: A Neuro-Symbolic Model for Real-Time Fraud Detection

✅ completed ⭐ ★★★★★★ 2026-03-30