Introduction to Adversarial Attack In Computer Vision
Author(s): Vincent Liu Originally published on Towards AI. Source: image by author. Video source: DAVIS¹ Since we started to leverage the power of models in data science, the digital world has been evolving at an incredible speed. Nowadays we have a variety …
Chameleon Paper Explained
Author(s): Louis-François Bouchard Originally published on Towards AI. How to Build a Multimodal LLM like GPT-4o? These past weeks have been exciting, with the release of various revolutionary multimodal models, like GPT-4o or, even more interestingly, Meta’s open-source alternative, Chameleon. Even though …
From Pixels to Words: How Model Understands? 🤝🤝
Author(s): JAIGANESAN Originally published on Towards AI. From Pixels to Words: How Model Understands? 🤝🤝 From the pixels of images to the words of language, explore how multimodal AI models bridge diverse data types through sophisticated embedding communication. 👾 Photo by Andy …
Deep Learning Weight Initialization Techniques
Author(s): Ayo Akinkugbe Originally published on Towards AI. Photo by Jakob Boman on Unsplash Introduction A neural network is a constellation of neurons arranged in layers. Each layer is a mathematical transformation that can be linear, non-linear, or a combination of both. …
Midjourney Personalization and SREF IDs, A Deep Dive
Author(s): PromptDervish Originally published on Towards AI. Understanding all of the moving parts and adjusting them for maximum results. There are so many ways to affect Midjourney styles. It can be a bit daunting to understand and use all of the features …
Two Correlation Coefficients You May Not Have Heard
Author(s): Albert Wibowo Originally published on Towards AI. Photo by Alina Grubnyak on Unsplash The concept of correlation measure is one of the most fundamental concepts in statistics. It can be understood easily and is very useful. But, it may take a …
Deep Medicine
Author(s): Mazen Ahmed Originally published on Towards AI. How AI is changing HealthcareImage by Author I have worked in the field of health data analysis for around 3 years now and have started to pick up on the revolutionary and profound impact …
Exploration of Parameters-efficient fine-tuning methods (LoRA/MoRA/DoRA) in LLM
Author(s): Anish Dubey Originally published on Towards AI. Introduction Pre-trained models using extensive general domain datasets have demonstrated impressive generalization abilities, benefiting a wide range of applications, from natural language processing (NLP) to multi-modal tasks. Adapting these general models for specific downstream …
Physics Informed Neural Networks — Case Study of Quantitative Structure-Property Relationships
Author(s): Kamil Oster Originally published on Towards AI. Physics Informed Neural Networks — Case Study of Quantitative Structure-Property Relationships Source: (2) Physics-Informed Neural Networks (PINNs): Bridging Deep Learning and Physical Laws | LinkedIn Hi! I came across the term Physics-Informed Neural Networks …
Neural Networks: Basic theory and architecture types
Author(s): Greg Postalian-Yrausquin Originally published on Towards AI. In this story, I would like to attempt to review and explain, at a high level and trying to use simple language, the theoretical fundamentals behind neural networks, the technologies that derive from them, …
Vision or Language, KAN, and Building LLMs for Production available in India! #28
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! After many requests from you guys, we are really excited to announce that our book, Building LLMs for Production, is now available for pre-order for all our community …
Rotary Positional Embedding(RoPE): Motivation and Implementation
Author(s): Harsh Maheshwari Originally published on Towards AI. Delve deeper into RoPE along with its code to understand the positional embedding in LLMs betterPhoto by Agence Olloweb on Unsplash Positional embedding plays a crucial role in transformer models by helping them distinguish …
Top Important LLMs Papers for the Week from 03/06 to 09/06
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the …
Midjourney Improves the Website Tools for Generating!
Author(s): PromptDervish Originally published on Towards AI. Zooming and panning your generated images just got easier on the website. Midjourney has modified the web interface to make zooming, panning, and repainting easier and reduce the number of buttons on the lightbox. The …
The Best Alternative to GitHub Copilot: Continue.dev + Free AI
Author(s): Vishvaraj Dhanawade Originally published on Towards AI. Photo by Olia Danilevich: https://www.pexels.com/photo/man-sitting-in-front-of-three-computers-4974915/ In this article, we will use free AI services for code completion. And save tons of money from a GitHub Copilot subscription. First, we will configure continue.dev with the …
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