The Evolution of Generative AI: From Static Images to Dynamic Video
The landscape of generative AI is moving at an unprecedented pace, rapidly shifting from impressive static image creation to the more complex domain of video...
Hello!
Welcome to my personal website, where I post sometimes about AI topics and about some personal interests.
Recent posts
Transformer Audio Generation for Music Production — 2D Latent Interfaces as Intuitive Controls
This is a short, technical overview of how transformer-based audio generators can be conditioned by compact, visual 2D latent maps to produce high-quality, c...
ICRA workshop paper accepted
I’m very glad that our workshop submission Leveraging YOLO-World and GPT-4V LMMs for Zero-Shot Person Detection and Action Recognition in Drone Imagery got a...
Determining the total revenue of a blackmailer: Bitcoin is offering new possiblities
Reading harsh spam emails Last weekend I was kind of bored and every time I am bored I take a look into my spam folder to amuse myself. As I scrolled throug...
A New Chapter: PhD Completion and the Future of Applied AI
I am delighted to share that I have successfully defended my PhD thesis, marking the culmination of a rigorous and rewarding research journey. This achieveme...
Tiny Core - a very small linux distribution for the Raspberry PI (piCore)
Recently, I searched for a very small linux distribution for my Raspberry PI Zero. I wanted to build a small camera project which demands a very fast boot pr...
Journal article published at MDPI Machine Learning and Knowledge Extraction
I just published a journal article at MDPI MAKE. The review and publishing process was excellent and we could improve the article alot compared to the submit...
Managing Knowledge Gaps in AI: Foundational Strategies for Robust Continuous Learning
Training artificial intelligence systems to operate reliably in the real world requires moving beyond ideal datasets. We explore two critical knowledge gaps ...
OpenSCAD implementation of bezier curves of any degrees
Recently, I saw a Youtube video where someone implemented bezier curves for 3 and 4 degrees, and I thought it would be nice if there would be a version with ...
The Cornerstone of Reliable AI: Estimating Model Competence
Building reliable and trustworthy AI systems requires more than high test accuracy; it demands an understanding of a model’s real-time competence, especially...
Enhancing Active Learning Efficiency with Visualization-Based Interfaces
Visualizing high-dimensional data is essential for creating efficient and intelligent user interfaces in active learning, allowing human annotators to make s...
Smith Waterman Distance for feature extraction in NLP
I recently competed in a http://hackerrank.com competition. The task was to classify text with multi-labels. Therefore, I started with a basic bag of words a...
Talk at European Symposium on Artificial Neural Networks (ESANN)
I just had my talk at the prestigious ESANN conference in Bruge. I talked about my very first paper “Effcient Accuracy Estimation for Instance-Based Incremen...
Master’s Completion and The Road Ahead in Applied Robotics
I am excited to share the news of successfully completing my Master’s degree in Intelligent Systems. This milestone is not just a conclusion, but a launchpad...