Lymphocyte Classification in Hyperspectral Images of Ovarian Cancer Tissue Biopsy Samples

no code implementations • 23 Mar 2022 • Benjamin Paulson, Theodore Colwell, Natalia Bukowski, Joseph Weller, Andrew Crisler, John Cisler, Alexander Drobek, Alexander Neuwirth

Current methods for diagnosing the progression of multiple types of cancer within patients rely on interpreting stained needle biopsies.

BIG-bench Machine Learning

Muscle Vision: Real Time Keypoint Based Pose Classification of Physical Exercises

no code implementations • 23 Mar 2022 • Alex Moran, Bart Gebka, Joshua Goldshteyn, Autumn Beyer, Nathan Johnson, Alexander Neuwirth

Recent advances in machine learning technology have enabled highly portable and performant models for many common tasks, especially in image recognition.

BIG-bench Machine Learning Time Series +1

Music Generation Using an LSTM

no code implementations • 23 Mar 2022 • Michael Conner, Lucas Gral, Kevin Adams, David Hunger, Reagan Strelow, Alexander Neuwirth

Over the past several years, deep learning for sequence modeling has grown in popularity.

Music Generation

Architecting and Visualizing Deep Reinforcement Learning Models

no code implementations • 2 Dec 2021 • Alexander Neuwirth, Derek Riley

To meet the growing interest in Deep Reinforcement Learning (DRL), we sought to construct a DRL-driven Atari Pong agent and accompanying visualization tool.

reinforcement-learning Reinforcement Learning (RL)