research
∙
12/06/2022
Evidential Deep Learning for Class-Incremental Semantic Segmentation
Class-Incremental Learning is a challenging problem in machine learning ...
share
research
∙
11/29/2022
DiffPose: Multi-hypothesis Human Pose Estimation using Diffusion models
Traditionally, monocular 3D human pose estimation employs a machine lear...
research
∙
04/08/2021
A Bayesian Approach to Reinforcement Learning of Vision-Based Vehicular Control
In this paper, we present a state-of-the-art reinforcement learning meth...
research
∙
06/05/2020
Uncertainty-Aware CNNs for Depth Completion: Uncertainty from Beginning to End
The focus in deep learning research has been mostly to push the limits o...
research
∙
09/19/2019