Mario Larcher – Medium

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Mario Larcher
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Towards Data Science

Diffusion Transformer Explained

Exploring the architecture that brought transformers into image generation

12 min readFeb 28, 2024

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Diffusion Transformer Explained

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Mario Larcher
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Towards Data Science

Comparing and Explaining Diffusion Models in HuggingFace Diffusers

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

33 min readAug 24, 2023

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Comparing and Explaining Diffusion Models in HuggingFace Diffusers

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Mario Larcher
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Towards Data Science

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…

10 min readMar 30, 2023

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

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Mario Larcher
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Towards Data Science

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…

12 min readJul 20, 2022

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

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Mario Larcher
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Towards Data Science

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.

13 min readApr 13, 2022

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Critical Facts That Every Data Scientist Should Know — Part 1

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Mario Larcher
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Towards Data Science

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

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

5 min readJul 24, 2023

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

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Mario Larcher
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Towards Data Science

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

Exploring the technology that turns boring images into creative masterpieces

13 min readJun 13, 2023

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

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Mario Larcher
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Towards Data Science

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…

13 min readApr 19, 2022

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Critical Facts That Every Data Scientist Should Know — Part 2

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Mario Larcher
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Dev Genius

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

Introduction

10 min readFeb 28, 2022

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

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Mario Larcher
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Dev Genius

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…

6 min readDec 21, 2021

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

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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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