Search Results for author: Jacob Carse

Found 2 papers, 2 papers with code

Unsupervised Representation Learning from Pathology Images with Multi-directional Contrastive Predictive Coding

1 code implementation11 May 2021 Jacob Carse, Frank Carey, Stephen McKenna

Feature representations learned from unannotated data using contrastive predictive coding (CPC) have been shown to enable classifiers to obtain state of the art performance from relatively small amounts of annotated computer vision data.

Representation Learning

Deep Reinforcement Learning for Multi-Domain Dialogue Systems

1 code implementation26 Nov 2016 Heriberto Cuayáhuitl, Seunghak Yu, Ashley Williamson, Jacob Carse

Standard deep reinforcement learning methods such as Deep Q-Networks (DQN) for multiple tasks (domains) face scalability problems.

reinforcement-learning Reinforcement Learning (RL)

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