Owing to the immense popularity of ray-tracing and path tracing rendering algorithms for visual effects, there has been a surge of interest in developing filtering and reconstruction methods to deal ...

5-layer diffractive denoiser operating on noisy input phase. While image denoising algorithms have undergone extensive research and advancements in the past decades, classical denoising techniques ...

The paradigm shift from manual to automatic feature extraction in a host of machine learning tasks including speech recognition 6 and image classification 7 has demonstrated the advantage of allowing ...

Magnetic resonance imaging (MRI) is a popular imaging modality in preclinical research because it delivers multiparametric information on tissues and organs in a noninvasive manner. The small ...

The Data Science Lab Autoencoder Anomaly Detection Using PyTorch Dr. James McCaffrey of Microsoft Research provides full code and step-by-step examples of anomaly detection, used to find items in a ...

Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on creating an approximation of a dataset that has fewer columns. Imagine that you have a dataset that has many ...