228 citations · 560 across the 25 of their papers we have counts for
4 papers · 1 filter
Learning Montezuma's Revenge from a Single Demonstration
Tim Salimans, Richard Chen
We propose a new method for learning from a single demonstration to solve hard exploration tasks like the Atari game Montezuma's Revenge. Instead of imitating human demonstrations,…
Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images
Faisal Mahmood, Daniel Borders, Richard Chen +4
Nuclei segmentation is a fundamental task that is critical for various computational pathology applications including nuclei morphology analysis, cell type classification, and canc…
A note on invariant constant curvature immersions in Minkowski space
François Fillastre, Graham Smith
Let be a compact, orientable surface of hyperbolic type. Let be a pair of negative numbers and let be a pair of marked metrics over of constant cur…
Deep Learning with Cinematic Rendering: Fine-Tuning Deep Neural Networks Using Photorealistic Medical Images
Faisal Mahmood, Richard Chen, Sandra Sudarsky +2
Deep learning has emerged as a powerful artificial intelligence tool to interpret medical images for a growing variety of applications. However, the paucity of medical imaging data…