no code implementations • 18 Sep 2018 • Sahin Cem Geyik, Vijay Dialani, Meng Meng, Ryan Smith
Previous efforts in recommendation of candidates for talent search followed the general pattern of receiving an initial search criteria and generating a set of candidates utilizing a pre-trained model.
no code implementations • 17 Sep 2020 • Lancelot Da Costa, Noor Sajid, Thomas Parr, Karl Friston, Ryan Smith
Precisely, we show the conditions under which active inference produces the optimal solution to the Bellman equation--a formulation that underlies several approaches to model-based reinforcement learning and control.
no code implementations • 4 May 2022 • Ryan Smith, Jason A. Fries, Braden Hancock, Stephen H. Bach
Our experimental evaluation shows that prompting large language models within a weak supervision framework can provide significant gains in accuracy.
no code implementations • 12 May 2022 • Yohan Poirier-Ginter, Alexandre Lessard, Ryan Smith, Jean-François Lalonde
We show that this allows us to obtain near-perfect image reconstruction without the need for encoders nor for altering the latent space after training.
no code implementations • 1 Aug 2022 • Antoine Dufour, Yohan Poirier-Ginter, Alexandre Lessard, Ryan Smith, Michael Lockyer, Jean-Francois Lalonde
We show, through experiments on the StarGANv2 architecture, that this generalization, albeit conceptually simple, results in significant improvements in the quality of the generated images.
no code implementations • 9 Dec 2022 • David Benrimoh, Victoria Fisher, Catalina Mourgues, Andrew D. Sheldon, Ryan Smith, Albert R. Powers
Computational psychiatry is a field aimed at developing formal models of information processing in the human brain, and how alterations in this processing can lead to clinical phenomena.
1 code implementation • 18 Aug 2022 • Andrew Wang, Wyatt Mayor, Ryan Smith, Gopal Nookula, Gregory Ditzler
Robust classification is essential in tasks like autonomous vehicle sign recognition, where the downsides of misclassification can be grave.
1 code implementation • 15 Aug 2023 • Rowan Hodson, Bruce Bassett, Charel van Hoof, Benjamin Rosman, Mark Solms, Jonathan P. Shock, Ryan Smith
First, we compare performance of SI to Bayesian reinforcement learning (RL) schemes designed to solve similar problems.