AI Summer

Top Resources to start with Computer Vision and Deep Le...

A curated list of the best courses, books and blog to learn computer vision with...

A complete Hugging Face tutorial: how to build and trai...

Learn about the Hugging Face ecosystem with a hands-on tutorial on the datasets ...

Regularization techniques for training deep neural netw...

Discover what is regularization, why it is necessary in deep neural networks and...

An introduction to Recommendation Systems: an overview ...

Learn about the SOTA recommender system models. From collaborative filtering and...

An overview of classifier-free diffusion guidance: impa...

How to apply classifier-free guidance (CFG) on your diffusion models without con...

An overview of classifier-free guidance for diffusion m...

Learn more about the nuances of classifier-free guidance, the core sampling mech...

ICCV 2023 top papers, general trends, and personal picks

Do you want to learn all the latest state-of-the-art methods of the last year? L...

A complete Apache Airflow tutorial: building data pipel...

Learn about Apache Airflow and how to use it to develop, orchestrate and maintai...

Understanding Vision Transformers (ViTs): Hidden proper...

We study the learned visual representations of CNNs and ViTs, such as texture bi...

How Neural Radiance Fields (NeRF) and Instant Neural Gr...

Explore the basic idea behind neural fields, as well as the two most promising a...

How diffusion models work: the math from scratch

A deep dive into the mathematics and the intuition of diffusion models. Learn ho...

How to Generate Images using Autoencoders

Learn what autoencoders are and build one to generate new images

Apply Machine Learning to your Business

This is a step by step guide on how to apply Artificial Intelligence and Machine...

How Transformers work in deep learning and NLP: an intu...

An intuitive understanding on Transformers and how they are used in Machine Tran...

Understanding einsum for Deep learning: implement a tra...

Learn about the einsum notation and einops by coding a custom multi-head self-at...

Vision Language models: towards multi-modal deep learning

A review of state of the art vision-language models such as CLIP, DALLE, ALIGN a...

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