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Mario Larcher

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Feb 28, 2024

Diffusion Transformer Explained

Exploring the architecture that brought transformers into image generation

Diffusion Transformer Explained

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Aug 24, 2023

Comparing and Explaining Diffusion Models in HuggingFace Diffusers

DDPM, Stable Diffusion, DALL·E-2, Imagen, Kandinsky 2, SDEdit, ControlNet, InstructPix2Pix, and more

Comparing and Explaining Diffusion Models in HuggingFace Diffusers

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Mar 30, 2023

Paper Explained — High-Resolution Image Synthesis with Latent Diffusion Models

While OpenAI has dominated the field of natural language processing with their generative text models, their image generation counterpart…

Paper Explained — High-Resolution Image Synthesis with Latent Diffusion Models

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Jul 20, 2022

Paper Explained — Instant Neural Graphics Primitives with a Multiresolution Hash Encoding

The seminal NeRF paper has taken the computer vision community by storm, but the proposed approach requires hours of training for every…

Paper Explained — Instant Neural Graphics Primitives with a Multiresolution Hash Encoding

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Apr 13, 2022

Critical Facts That Every Data Scientist Should Know — Part 1

Many data scientists are fantastic programmers but ignoring certain statistical facts can have very serious consequences.

Critical Facts That Every Data Scientist Should Know — Part 1

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Jul 24, 2023

Decoding NumPy’s Dot Product: A Brief Exploration of Dimensional Wizardry

Clarifying once and for all the confusion over NumPy’s dot product

Decoding NumPy’s Dot Product: A Brief Exploration of Dimensional Wizardry

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Jun 13, 2023

Demystifying DreamBooth: A New Tool for Personalizing Text-To-Image Generation

Exploring the technology that turns boring images into creative masterpieces

Demystifying DreamBooth: A New Tool for Personalizing Text-To-Image Generation

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Apr 19, 2022

Critical Facts That Every Data Scientist Should Know — Part 2

In the second part of this article, we will conclude the list of some of the critical facts you need to know to become a super data…

Critical Facts That Every Data Scientist Should Know — Part 2

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Feb 28, 2022

Paper Explained — NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis

Introduction

Paper Explained — NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis

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Dec 21, 2021

How to train a Graph Convolutional Network on the Cora dataset with PyTorch Geometric

Reality is full of graphs. Roads? Graphs. Social networks? Graphs. Molecules? Graphs. You get the idea: graphs are one of the most…

How to train a Graph Convolutional Network on the Cora dataset with PyTorch Geometric

Mario Larcher

Mario Larcher

I like spaghetti code with 🍅. Currently Staff Applied Scientist in the Canva Image Generation team, formerly Head of Computer Vision at Enel Group.

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