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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

Feb 28

Diffusion Transformer Explained

Feb 28

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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

Aug 24, 2023

Comparing and Explaining Diffusion Models in HuggingFace Diffusers

Aug 24, 2023

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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…

Mar 30, 2023

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

Mar 30, 2023

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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…

Jul 20, 2022

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

Jul 20, 2022

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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.

Apr 13, 2022

Critical Facts That Every Data Scientist Should Know — Part 1

Apr 13, 2022

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

Jul 24, 2023

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

Jul 24, 2023

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

Jun 13, 2023

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

Jun 13, 2023

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…

Apr 19, 2022

Critical Facts That Every Data Scientist Should Know — Part 2

Apr 19, 2022

Mario Larcher
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Dev Genius

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

Introduction

Feb 28, 2022

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

Feb 28, 2022

Mario Larcher
in
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…

Dec 21, 2021

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

Dec 21, 2021

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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