Classical Computer Vision and Perspective Transformation for Sudoku Extraction

of AI hype, it feels like everyone is using Vision-Language Models and large Vision Transformers for every problem in Computer ...
Read more
Real-Time Intelligence in Microsoft Fabric: The Ultimate Guide

, handling streaming data was considered an avant-garde approach. Since the introduction of relational database management systems in the 1970s and traditional ...
Read more
Temporal-Difference Learning and the Importance of Exploration: An Illustrated Guide

Indeed, RL provides useful solutions to a variety of sequential decision-making problems. Temporal-Difference Learning (TD learning) methods are a popular subset of ...
Read more
The Machine Learning Lessons I’ve Learned This Month

in machine learning are the same. Coding, waiting for results, interpreting them, returning back to coding. Plus, some intermediate presentations ...
Read more
Eulerian Melodies: Graph Algorithms for Music Composition

composers are known to reuse motifs (i.e., characteristic note progressions or melodic fragments) across their works. For example, famous Hollywood ...
Read more
TDS Newsletter: To Better Understand AI, Look Under the Hood

Never miss a new edition of The Variable, our weekly newsletter featuring a top-notch selection of editors’ picks, deep dives, ...
Read more
Decoding Nonlinear Signals In Large Observational Datasets

In recent decades, global climate monitoring has made significant strides, leading to the creation of new, extensive observational datasets (Karpatne ...
Read more
Deploying a PICO Extractor in Five Steps

language models has made many Natural Processing (NLP) tasks appear effortless. Tools like ChatGPT sometimes generate strikingly good responses, leading ...
Read more
The Rise of Semantic Entity Resolution

This post introduces the emerging field of semantic entity resolution for knowledge graphs, which uses language models to automate the ...
Read more
If we use AI to do our work – what is our job, then?

There’s no modality that is not handled by AI. And AI systems reach even further, planning advertisement and marketing campaigns, ...
Read more