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Top Important Computer Vision Papers for the Week from 18/12 to 24/12
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision model optimization, …
Neural Networks With Pound Cakes and a Little Math
Author(s): Renu Gehring Originally published on Towards AI. Gentle introduction to neural networksPhoto by charlesdeluvio on Unsplash My family loves pound cakes, and I enjoy baking them, especially this time of the year. Did you know that the pound cake is aptly …
All AI Advancements of 2023
Author(s): Louis Bouchard Originally published on Towards AI. A recap of the research progress and important news in AI in 2023! What a year it was! A lot happened in the big tech as well as the research community in AI. OpenAI …
Why Your Approach to AI Job Applications is Flawed
Author(s): Boris Meinardus Originally published on Towards AI. How to apply to AI jobs the uncommon way. So, I got a DeepMind internship interview but I didn’t apply the standard way. I spent months applying to different listings and getting rejected over …
Macabre Intelligence: AI Can Now Predict Your Death
Author(s): Chandrayan Gupta Originally published on Towards AI. Danish and American researchers have created an algorithm that can predict with unsettling accuracy when you will diePhoto by Rootnot Studio on Unsplash Humans have always been fascinated with death. Where there is life, …
Running the Eigen GPU Tests
Author(s): Luiz doleron Originally published on Towards AI. Today, GPUs are critical to perform fast computations, in particular, for artificial intelligence applications. Testing your code on the GPU is also critical, but usually, it is put aside because of the intrinsic complexity. …
4 High-Impact Time Series Forecasting Project Ideas
Author(s): Donato Riccio Originally published on Towards AI. And no, we’re not talking about predicting the stock market Top highlight Image by the author. (AI-assisted) The stock market captivates countless data science enthusiasts. Its daily ups and downs seem to offer endless …
Reinforcement Learning: Multi-Agent Cooperation with MADQN— Part 5
Author(s): Tan Pengshi Alvin Originally published on Towards AI. Multi-agent reinforcement learning with 3 MADQN frameworks on the ma-gym’s “Switch4” environmentImage by Nik Korba on Unsplash With the introduction of Function Approximation methods in Part 4, we are ready to solve Reinforcement …
Dynamic Maps and Plots With GPT-4 and Plotly Dash: A Story about UN Population Projections
Author(s): John Loewen, PhD Originally published on Towards AI. Time series choropleth map and violin plots with Python plotlyPlotly dashboard with a time-series choropleth map and violin plot As a computer science professor, over the last 6 months, I have relentlessly put …
Microsoft PHI-2 + Huggine Face + Langchain = Super Tiny Chatbot
Author(s): Gao Dalie (高達烈) Originally published on Towards AI. Today, Microsoft Research released the latest version of the small language model (SLM) Phi-2, which has only 2.7 billion sets of parameters. So, In this Post, we will learn what Microsoft Phi-2 is, …
Comparing Dense Attention vs Sparse Sliding Window Attention
Author(s): Building Blocks Originally published on Towards AI. Introduction A little over a month ago in part 1 of this series we identified the prevalence of sink tokens. These are a small subset of tokens that accumulate a large portion of the …
Decision Tree in Python Using scikit-learn: The Complete Guide with Code
Author(s): Davide Nardini Originally published on Towards AI. In this article, I’ll guide you through your first training session on a Machine Learning Algorithm: we’ll be training a Decision Tree in Python using scikit-learn. Photo by Johann Siemens on Unsplash The Decision …
RAG in Action: Beyond Basics to Advanced Data Indexing Techniques
Author(s): Ryan Nguyen Originally published on Towards AI. Top highlight Document Hierarchies, Knowledge Graphs, Advanced Chunking Strategies, Multi Retrieval, Hybrid Search, Reranking, Trade-offs and more Some time ago, I wrote an article on enhancing your RAG pipeline and outlined seven strategies for …
The Rise of AI: comprehensive list of top AI Chat Platforms
Author(s): Nail Valiyev Originally published on Towards AI. Over the past year, AI chat platforms have rapidly emerged as one of the most transformational technologies of our time. What began in November 2022 with the launch of ChatGPT looked ordinary at first, …
15 Leading Cloud Providers for GPU-Powered LLM Fine-Tuning and Training
Author(s): Towards AI Editorial Team Originally published on Towards AI. Demand for building products with Large Language Models has surged since the launch of ChatGPT. This has caused massive growth in the computer needs for training and running models (inference). Nvidia …
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