Tag: Machine Learning

• October 6, 2025

  Bayesian Neural Network Treasure Hunt Predictor

  This project addresses the complex geospatial modeling challenge presented by Project Skydrop, a real-world treasure hunt requiring the discovery of a hidden prize using clues. By leveraging data clues taken from the hidden location and conditioning global context from satellites, we reason about the relative likelihood of the treasure’s position across a shrinking search grid.…
• April 6, 2025

  Neural Network Path-traced Anti-aliasing and Noise Reduction

  Rendering realistic images is always a balance between accuracy and speed. If you’ve ever played a video game after seeing a rendered cinematic trailer and left less than impressed, you’ve seen this problem firsthand. This project is about tackling one of the big bottlenecks: getting clean, sharp images from path tracing without paying the huge…