no code implementations • 16 Nov 2022 • Tommaso Salvatori, Yuhang Song, Yordan Yordanov, Beren Millidge, Zhenghua Xu, Lei Sha, Cornelius Emde, Rafal Bogacz, Thomas Lukasiewicz
Predictive coding networks are neuroscience-inspired models with roots in both Bayesian statistics and neuroscience.
1 code implementation • 9 Jul 2022 • Maxime Kayser, Cornelius Emde, Oana-Maria Camburu, Guy Parsons, Bartlomiej Papiez, Thomas Lukasiewicz
Most deep learning algorithms lack explanations for their predictions, which limits their deployment in clinical practice.
2 code implementations • ICCV 2021 • Maxime Kayser, Oana-Maria Camburu, Leonard Salewski, Cornelius Emde, Virginie Do, Zeynep Akata, Thomas Lukasiewicz
e-ViL is a benchmark for explainable vision-language tasks that establishes a unified evaluation framework and provides the first comprehensive comparison of existing approaches that generate NLEs for VL tasks.