Archive

32 posts, newest first.

2026

Aug 01 One Scheduler, Many Workers: Running Luigi Across Multiple Servers with Zero Downtime 8 min read

2025

Jan 01 LeetCode 1422: Maximum Score After Splitting a String 2 min read

2024

Sep 09 LongLLMLingua: Prompt Compression for Long-Context LLMs 3 min read
Sep 01 LLMLingua: Compressing Prompts for Accelerated LLM Inference 5 min read

2023

Dec 01 LLaMA: Open and Efficient Foundation Language Models 3 min read
Jun 03 The YOLO Algorithm, End to End 5 min read
Jun 01 Anchor Boxes in Object Detection 4 min read
May 30 Non-Max Suppression 3 min read
May 28 Intersection over Union 4 min read
Apr 15 The State of Computer Vision 3 min read
Apr 14 Data Augmentation in Computer Vision 4 min read
Apr 13 Transfer Learning 4 min read
Apr 11 EfficientNet 5 min read
Apr 09 MobileNet Architecture 3 min read
Apr 07 MobileNet 4 min read
Apr 05 The Inception Network 3 min read
Apr 03 Inception Network Motivation 3 min read
Mar 31 1x1 Convolutions and Network in Network 3 min read
Mar 30 Why ResNets Work 4 min read
Mar 29 ResNets and the Residual Block 4 min read
Mar 28 Classic Networks: LeNet-5, AlexNet and VGG-16 4 min read
Mar 27 A Simple Convolutional Network Example 4 min read
Mar 07 Unleashing the Power of Convolutional Neural Networks 4 min read
Feb 27 Strided Convolutions 3 min read
Feb 27 Pooling Layers in Convolutional Neural Networks 4 min read
Feb 27 One Layer of a Convolutional Network 3 min read
Feb 27 Convolutions Over Volume 3 min read
Feb 26 Deep Learning Computer Vision Advancements and Exciting Applications 4 min read
Feb 22 Deep Q-Learning (DQN) 1 min read
Jan 01 Introduction to Federated Learning 5 min read

2022

Feb 21 Understanding Padding in Convolutional Neural Networks 4 min read
Feb 20 Edge Detection and the Convolution Operation 5 min read