StyleGAN3: Allias-Free GAN
Author(s): Albert Nguyen Originally published on Towards AI. Have you ever thought of a movie that is totally generated by AI? Recent advancements in generative AI have shown promising results in controllable image generation. Generators like StyleGAN2 can produce realistic images. See …
Inside DINOv2: Meta AIβs New Self-Supervised Learning Model for Computer Vision
Author(s): Jesus Rodriguez Originally published on Towards AI. The model uses a novel architecture to remove the dependencies on text fine tuning and exhibits interesting emerging properties. I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is …
How do Countries Talk at UN General Debate: Dynamic Topic Modeling with Tomotopy
Author(s): Lan Chu Originally published on Towards AI. 2.1 Data Find the code for this article here. Photo by Davi Mendes on Unsplash Have you ever wanted to classify documents such as papers, and tweets based on the topics that they contain? …
LLMs and Memory is Definitely All You Need: Google Shows that Memory-Augmented LLMs Can Simulate Any Turing Machine
Author(s): Jesus Rodriguez Originally published on Towards AI. A major breakthrough in LLM research. Top highlight Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) …
Virtual try-on Glasses with JavaScript
Author(s): Benson Ruan Originally published on Towards AI. Utilize AR and 3D for a seamless shopping experience Photo by Lisa Fotios from Pexel E-commerce has become an important part of our lives, offering convenience and accessibility. However, one significant challenge in online …
Modern NLP: A Detailed Overview. Part 1: Transformers
Author(s): Abhijit Roy Originally published on Towards AI. In the recent half-decade, we have seen massive achievements in the Natural Language Processing domain front with the introduction of ideas like BERT and GPT. In this article, we aim to dive into the …
Reimagining the Recommendation Engine
Author(s): John Adeojo Originally published on Towards AI. Demonstrating The Utility of AI Assistants as a New Flavour of Recommendation Engine Image by Author: Generated with Midjourney AI is transforming the way in which we interact with online apps. At present, we …
How I Created an Animation Of the Embeddings During Fine-Tuning
Author(s): Markus Stoll Originally published on Towards AI. Using Cleanlab, PCA, and Procrustes to visualize ViT fine-tuning on CIFAR-10 In the field of machine learning, Vision Transformers (ViT) are a type of model used for image classification. Unlike traditional convolutional neural networks, …
Top Computer Vision Papers During Week From 10/7 To 16/7
Author(s): Youssef Hosni Originally published on Towards AI. Join Medium with my referral link – Youssef Hosni Computer vision, a field of artificial intelligence focused on enabling machines to interpret and understand the visual world, is rapidly evolving with groundbreaking research and …
ChatGPT and Tesla Full-Self-Driving Have the Same Problem
Author(s): Rafe Brena, Ph.D. Originally published on Towards AI. Itβs not the technology Photo by engin akyurt on Unsplash In this post, I will give you two examples of a problem with cutting-edge technology, and then you tell me what they have …
Meta Releases LLaMA 2: Free For Commercial Use
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Llama 2, the next generation of our open-source large language model This will be a quick one, Meta releases the new version of LLaMA. This version will be known as LLaMA …
Backpropagation and Vanishing Gradient Problem in RNN (Part 2)
Author(s): Alexey Kravets Originally published on Towards AI. How it is reduced in LSTM https://unsplash.com/photos/B22I8wnon34 In part 1 of this series, we went through back-propagation in an RNN model and explained both with formulas and showed numerically the vanishing gradient problem in …
Data Science Accelerated: ChatGPT Code Interpreter as Your AI Assistant
Author(s): Esmaeil Alizadeh Originally published on Towards AI. Enhance Your Data Analysis by utilizing Interactive Assistance and Insights from ChatGPT Code Interpreter through an Example Image Generated with βBing Image Creatorβ powered by DALLΒ·E In this post, we are going to use …
Team Up for Data Analysis Success: Discover Your Full Potential
Author(s): Amit Kumar Originally published on Towards AI. Data analysis is a constantly Π΅volving field that rΠ΅quirΠ΅s a divΠ΅rsΠ΅ sΠ΅t of skills for succΠ΅ss. For a data analyst, achieving this role is a significant accomplishmΠ΅nt. HowΠ΅vΠ΅r, it is Π΅qually important to comprΠ΅hΠ΅nd …
Using a Keras Tuner for Hyperparameter Tuning of a TensorFlow Model
Author(s): Rashida Nasrin Sucky Originally published on Towards AI. Use of Hyperband Tuner with Complete Code Photo by Will Francis on Unsplash TensorFlow can be highly efficient, but the process of finding the right parameters can be very tiring and tedious. On …
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