explorations

An image from the COCO datset with multiple people, and the corresponding keypoint predictions.

Compressed Sensing

Intuitions with minimal working example in Python

NOV 13, 2022
categories: EXPLORATIONS
tags: COMPRESSED SENSING, COMPUTER VISION, CONVEX OPTIMIZATION, INTERPRETABILITY, LINEAR PROGRAMMING, SIGNAL PROCESSING, SPARSITY

A turan graph and the inequality ILP constraints for a k-partite matching problem.

Solving Hard Combinatorial Problems with Predicate ILP Constraints

Leveraging the power of Integer Linear Programs

APR 2, 2021
categories: EXPLORATIONS
tags: CONVEX OPTIMIZATION, GRAPHS, LINEAR PROGRAMMING, LOGIC, MACHINE LEARNING

Histogram of the neural network parameters evolving through training.

Real-Time Multiperson Human Pose Estimation

Triple distilled

MAY 18, 2020
categories: EXPLORATIONS
tags: COMPUTER VISION, MACHINE LEARNING, PYTORCH

The CUBE at the Kunst Universität Graz. We are rehearsing in a room with many loudspeakers.

Making sound with sound

MAY 7, 2020
categories: EXPLORATIONS
tags: C++, ECOSYSTEMIC SOUND, INSTALLATION, LIVE ELECTRONICS, MATCHING PURSUIT, PIANO, SIGNAL PROCESSING, SUPERCOLLIDER, TALKING PIANO

MNIST digits sampled from a regular VAE (left) and a conditioned VAE (right), where zeros and ones are in opposed corners.

Intuition on Conditional VAEs

Putting explicit knowledge into the latent VAE space

MAY 7, 2020
categories: EXPLORATIONS
tags: COMPUTER VISION, MACHINE LEARNING, PROOF, PYTORCH, VAE

Paperduino Pi, a custom Arduino board on the top of a Raspberri Pi.

PureData with Arduino

Live electronics with sensors and actuators

MAY 5, 2020
categories: EXPLORATIONS
tags: ARDUINO, LIVE ELECTRONICS, PUREDATA, RASPBERRY PI