May 10, 2023

By Ilana Stolovas

DINOv2: Exploring Self-Supervised Vision Transformers

Vision transformers are rapidly gaining popularity in the field of computer vision. These transformers, based on the same principles as the transformers used in natural language processing (NLP), have shown excellent results in various computer vision tasks, such as image classification, object detection, segmentation, and more. Image created with the outputs of the tool found … Continued

An onboarding guide to LLMs

Large Language Models (LLMs) are capturing most of the AI-community’s attention over the past months. Keeping up-to-date to this world might look chaotic and quite overwhelming. This post pretends to sum up the highlights of this topic, diving into the technical details of these models while not neglecting the global view. LLMs in a nutshell … Continued

ChatGPT & LLMs: How to put them at work for your business

Understanding how to use ChatGPT and LLMs ChatGPT is causing a revolution in many industries. Many more are in the process of being disrupted and still haven’t realized that. At the same time, it is hard to know what to do about it. It is difficult to create a clear roadmap to use this technology … Continued

A walkthrough of Khipu 2023

Introduction is a conference dedicated to driving progress in the field of Artificial Intelligence (AI) in Latin America by bringing together top researchers and industry professionals to share their knowledge and expertise. This year, it took place March 6-10 at Facultad de Ingeniería, Universidad de la República in Montevideo, Uruguay. The goal of Khipu … Continued

State of the art in Voice Cloning: A review

Introduction Get ready to explore the latest advances in voice cloning technology with this comprehensive review of the most recent advancements. In this blog, we will dive into the current state of voice cloning technology, including the cutting-edge research and developments in the field. We will also discuss the potential applications and ethical considerations of … Continued

Product Search: Finding few needles in a haystack

Introduction Have you ever wondered how fast you can show your friends that stunning sofa you just bought without saving the link to the post beforehand? And what about how you found that particular sofa from a wide variety of sofas you didn’t know even existed? That’s Product Search coming into play. Product Search is … Continued

NVIDIA-Merlin: A framework for building recommender-systems

Over the last years recommender systems gained huge popularity in the machine learning and data science community due to their impact in digital and e-commerce platforms revenues by suggesting specific items to customers that would be interesting in them. Nevertheless, when building recommender systems a wide range of obstacles are encountered. To address those challenges, … Continued

Deep Learning techniques for Automatic Text Summarization

Intro We live in a world where data availability grows exponentially every day. Never before have we had so many text documents to process. While data is a very powerful currency, having too much data available directly affects our capacity to consume it. As an old saying goes, “too much information kills information”. This issue … Continued

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