@theaisummer

🤖 The blog to help you learn Deep Learning | 📘 Introduction to Deep Learning & Neural Networks course (https://xitter.cf/t.co/dBiIiMHG7W)

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theaisummer.com
Joined May 2020
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🚀 Our Introduction to Deep Learning & Neural Networks course is finalized. - 📘 52 lessons - 💻 11 coding challenges - 🏀 24 PyTorch playgrounds - ❓ 8 Quizzes - 🖼️ 89 Deep Learning Illustrations educative.io/courses/intro-d… 🧵Thread for details about lessons and structure👇
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Our book in now on discount on Leanpub
Leanpub
@leanpub10 Apr 2025
Deep Learning in Production by Sergios Karagiannakos is on sale on Leanpub! Its suggested price is $25.00; get it for $10.50 with this coupon: leanpub.com/sh/B3WXf9mV @KarSergios #MachineLearning #GoogleCloudPlatform #Ai #SoftwareArchitecture #Python #Docker
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My @StanfordHAI colleagues and I predict #AI trends in 2025 hai.stanford.edu/news/predic… My take: we will see a lot more multi-agent AI teams, instead of individual models, for tackling complex problems like those in science.

Stanford HAI

hai.stanford.edu
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[New article] An overview of classifier-free guidance for diffusion models This new blog post explores classifier-free guidance (CFG) for diffusion models and presents recent advancements in the field. Part 2 is coming soon so stay tuned... theaisummer.com/classifier-f…

An overview of classifier-free guidance for diffusion models | AI Summer

Learn more about the nuances of classifier-free guidance, the core sampling mechanism of current state-of-the-art image generative models called diffusion models.

theaisummer.com
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Part 2 is here: theaisummer.com/classifier-f…

An overview of classifier-free diffusion guidance: impaired model guidance with a bad version of...

How to apply classifier-free guidance (CFG) on your diffusion models without conditioning dropout? What are the newest alternatives to generative sampling with diffusion models? Find out in this...

theaisummer.com
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🚀 [New Article] 🚀 : An overview of classifier-free guidance for diffusion models (part 2) On their new blog, we expand on part 1 and review different classifier-free guidance (CFG) approaches to a diffusion model trained without conditioning dropout. theaisummer.com/classifier-f…

An overview of classifier-free diffusion guidance: impaired model guidance with a bad version of...

How to apply classifier-free guidance (CFG) on your diffusion models without conditioning dropout? What are the newest alternatives to generative sampling with diffusion models? Find out in this...

theaisummer.com
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Part 1 is here: theaisummer.com/classifier-f…

An overview of classifier-free guidance for diffusion models | AI Summer

Learn more about the nuances of classifier-free guidance, the core sampling mechanism of current state-of-the-art image generative models called diffusion models.

theaisummer.com
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AI Summer retweeted
Raph@RaphaelAzorin21 Sep 2024
Neural Radiance Fields (NeRF) explained in simple terms from the ground up Link : theaisummer.com/nerf/ Thx @theaisummer !
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🚀 [New Article] 🚀 : An overview of classifier-free guidance for diffusion models This new blog post by @nadaloglou and Tim Kaiser presents an overview of classifier-free guidance (CFG) for diffusion models and recent advancements in CFG. theaisummer.com/classifier-f…
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[AI Summer Learning Mondays] - Large Transformer Model Inference Optimization hubs.ly/Q026lr6v0 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python

Large Transformer Model Inference Optimization

[Updated on 2023-01-24: add a small section on Distillation.] Large transformer models are mainstream nowadays, creating SoTA results for a variety of tasks. They are powerful but very expensive to...

lilianweng.github.io
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[AI Summer Learning Mondays] - Prompt Engineering by Lilian Weng hubs.ly/Q026lpG40 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python
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[AI Summer Learning Mondays] - What are Diffusion Models? hubs.ly/Q026lpkz0 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python

What are Diffusion Models?

[Updated on 2021-09-19: Highly recommend this blog post on score-based generative modeling by Yang Song (author of several key papers in the references)]. [Updated on 2022-08-27: Added classifier-f...

lilianweng.github.io
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Deep learning on computational biology and bioinformatics tutorial: from DNA to protein folding and alphafold2 | AI Summer hubs.ly/Q026lq9z0 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python
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[AI Summer Learning Mondays] - Transformers in computer vision: ViT architectures, tips, tricks and improvements | AI Summer hubs.ly/Q026ln_50 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python

Transformers in computer vision: ViT architectures, tips, tricks and improvements | AI Summer

Learn all there is to know about transformer architectures in computer vision, aka ViT.

theaisummer.com
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[AI Summer Learning Mondays] - Grokking self-supervised (representation) learning: how it works in computer vision and why | AI Summer hubs.ly/Q026lp3T0 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python

Grokking self-supervised (representation) learning: how it works in computer vision and why | AI...

A general perspective on understanding self-supervised representation learning methods.

theaisummer.com
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Learn how to perform 3D Medical image segmentation with transformers by @nadaloglou hubs.ly/Q026lpNL0 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python

3D Medical image segmentation with transformers tutorial | AI Summer

Implement a UNETR to perform 3D medical image segmentation on the BRATS dataset

theaisummer.com
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Introduction to medical image processing with Python: CT lung and vessel segmentation without labels by Nikolas Adaloglou (@nadaloglou) hubs.ly/Q026lp6G0 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python

Introduction to medical image processing with Python: CT lung and vessel segmentation without...

Find out the basics of CT imaging and segment lungs and vessels without labels with 3D medical image processing techniques.

theaisummer.com
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An overview of Unet architectures for semantic segmentation and biomedical image segmentation by Nikolas Adaloglou (@nadaloglou) hubs.ly/Q026lpkw0 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python
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[AI Summer Learning Mondays] - Learn Pytorch Today: Training your first deep learning models step by step | AI Summer hubs.ly/Q026lpDf0 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python

Learn Pytorch: Training your first deep learning models step by step | AI Summer

This blogpost is about starting learning pytorch with a hands on tutorial on image classification.

theaisummer.com
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[AI Summer Learning Mondays] - Open challenges in LLM research hubs.ly/Q026lrbV0 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python

Open challenges in LLM research

Never before in my life had I seen so many smart people working on the same goal: making LLMs better. After talking to many people working in both industry and academia, I noticed the 10 major...

huyenchip.com
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Understanding Maximum Likelihood Estimation in Supervised Learning by @nadaloglou hubs.ly/Q026lq7Y0 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python

Understanding Maximum Likelihood Estimation in Supervised Learning | AI Summer

This article demystifies the ML learning modeling process under the prism of statistics. We will understand how our assumptions on the data enable us to create meaningful optimization problems.

theaisummer.com
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