Search Results for author: Eric Marcus

Found 6 papers, 2 papers with code

Problems in AI, their roots in philosophy, and implications for science and society

no code implementations22 Jul 2024 Max Velthoven, Eric Marcus

In line with Popper and Deutsch, it is proposed that all these theories are based on mistaken philosophies of knowledge.

Misconceptions Philosophy

Task-Driven Wavelets using Constrained Empirical Risk Minimization

no code implementations CVPR 2024 Eric Marcus, Ray Sheombarsing, Jan-Jakob Sonke, Jonas Teuwen

Deep Neural Networks (DNNs) are widely used for their ability to effectively approximate large classes of functions.

Kandinsky Conformal Prediction: Efficient Calibration of Image Segmentation Algorithms

1 code implementation CVPR 2024 Joren Brunekreef, Eric Marcus, Ray Sheombarsing, Jan-Jakob Sonke, Jonas Teuwen

If one only requires only marginal calibration on the image level, this calibration set consists of all individual pixels in the images available for calibration.

Conformal Prediction Image Segmentation +1

Constrained Empirical Risk Minimization: Theory and Practice

2 code implementations9 Feb 2023 Eric Marcus, Ray Sheombarsing, Jan-Jakob Sonke, Jonas Teuwen

Deep Neural Networks (DNNs) are widely used for their ability to effectively approximate large classes of functions.

Cannot find the paper you are looking for? You can Submit a new open access paper.