A Research Project on Benchmarking the Latest Generative Model Based OoOD Methods.
Reproducing "Siamese Neural Networks for One-shot Image Recognition" and benchmarking implementation performance and results.
Reproducing SMILe: Scalable Meta Inverse Reinforcement Learning through Context-Conditional Policies (Zemel et al.)
Department of Academics
An Empirical Study of Example Forgetting during Deep Neural Network Learning (Mariya Toneva*, Alessandro Sordoni*, Remi Tachet des Combes*, Adam Trischler, Yoshua Bengio, Geoffrey J. Gordon)
Reproducing Initialized Equilibrium Propagation for Backprop-free Training (Peter O'Connor, Efstratios Gavves, Max Welling)