Hiroaki Kubo – Medium

Hiroaki Kubo

The AI Data Scientist: Towards Fully Automated Open-Ended Data Science

In this article, I try to create AI data scientist that behaves like a human data scientist. Recently, LLM has been improved a lot, I…

May 23

The AI Data Scientist: Towards Fully Automated Open-Ended Data Science

May 23

Implementation of U-Net Architecture

Recently, I’ve implemented the U-Net architecture for segmentation.

Feb 23

Implementation of U-Net Architecture

Feb 23

Initialization of 3D Gaussians

This article describes and implements the initialization of 3D Gaussians.

Jan 8

Initialization of 3D Gaussians

Jan 8

Understanding Transformer Sinusoidal Position Embedding

In the diffusion model, noise is added in the forward process and removed in the reverse process as time passes. Therefore, timestep…

Dec 28, 2024

Understanding Transformer Sinusoidal Position Embedding

Dec 28, 2024

Simple Planetary Impact Simulation using OpenGL and Cuda

Recently, I implemented a simple planetary impact simulation. I’m very interested in space, so I wanted to make something space-related.

Dec 19, 2024

Simple Planetary Impact Simulation using OpenGL and Cuda

Dec 19, 2024

Implementation of Diffusion Model

I wrote this article because I implemented diffusion model from scratch using the loss derived in previous article.

Dec 14, 2024

Implementation of Diffusion Model

Dec 14, 2024

Derivation of Training Loss in Diffusion Model

As you all know, diffusion model has had a tremendous impact in various areas in recent years. I wanted to learn more about the technology…

Nov 26, 2024

Derivation of Training Loss in Diffusion Model

Nov 26, 2024

Particle System Accelerated by Cuda

In this article, I present a particle system accelerated by cuda. My code is here.

Nov 11, 2024

Particle System Accelerated by Cuda

Nov 11, 2024

Explanation of Vision Transformer with implementation

This article will help you understand Vision Transformer as you implement it. I refer to the original paper for concepts and fomulas, and…

Nov 4, 2024

Explanation of Vision Transformer with implementation

Nov 4, 2024

What is a MASt3R Feature Map?

Introduction

Oct 14, 2024

What is a MASt3R Feature Map?

Oct 14, 2024

Hiroaki Kubo

Hiroaki Kubo

Computer Vision Engineer. Computer Vision / Machine Learning / Computer Graphics, https://www.linkedin.com/in/hiroaki-kubo-2819951ba/

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