research
∙
06/20/2023
Traversing Between Modes in Function Space for Fast Ensembling
Deep ensemble is a simple yet powerful way to improve the performance of...
share
research
∙
05/24/2023
SWAMP: Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning
Given the ever-increasing size of modern neural networks, the significan...
research
∙
04/19/2023
Martingale Posterior Neural Processes
A Neural Process (NP) estimates a stochastic process implicitly defined ...
research
∙
04/19/2023
Decoupled Training for Long-Tailed Classification With Stochastic Representations
Decoupling representation learning and classifier learning has been show...
research
∙
06/30/2022
Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation
Ensembles of deep neural networks have demonstrated superior performance...
research
∙
10/27/2021
