Essays about: "AdaBound"

Found 2 essays containing the word AdaBound.

1. 1. Machine Learning for LiDAR-SLAM : In Forest Terrains

   University essay from Linköpings universitet/Datorseende

   Author : Anton Hjert; [2021]
   Keywords : SLAM; Point set registration; Scan correction; Simultaneous localization and mapping; AdaBound;

   Abstract : Point set registration is a well-researched yet still not a very exploited area in computer vision. As the field of machine learning grows, the possibilities of application expand. READ MORE

3. 2. Training Bayesian Neural Networks

   University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

   Author : Johan Book; [2020]
   Keywords : artificial neural networks; ANN; convolutional neural networks; Physics and Astronomy;

   Abstract : Although deep learning has made advances in a plethora of fields, ranging from financial analysis to image classification, it has some shortcomings for cases of limited data and complex models. In these cases the networks tend to be overconfident in their prediction even when erroneous - something that exposes its applications to risk. READ MORE