Task in belong laboratory (related: https://github.com/chiru1221/LabStudyTask2020)
-
Updated
May 21, 2021 - Python
Task in belong laboratory (related: https://github.com/chiru1221/LabStudyTask2020)
Binary and multiclass comparison of Bayesian Neural Network and Simple Neural Network
[NeurIPS'23] Adaptive Uncertainty Estimation via High-Dimensional Testing on Latent Representations
AI Repository
My attempt at SAiDL's 2022 Spring Assignment
Model which can predict COVID-19 positive case from axial lung CT-scan images.
Bayesian neural networks in PyTorch
Deep Generative Bayesian Network
[NeurIPS 2023] Variational Imbalanced Regression: Fair Uncertainty Quantification via Probabilistic Smoothing
Tutorials in various concepts related to deep learning
Deep Modeling of Strong Gravitational Time Delay Lenses for Bayesian Inference of the Hubble Constant
An experimental Python package for learning Bayesian Neural Network.
This is a PyTorch implementation of a Bayesian Convolutional Neural Network (BCNN) for Semantic Scene Completion on the SUNCG dataset. Given a depth image the network outputs a semantic segmentation and entropy score in 3D voxel format.
Bayesian deep learning experiments
(Forked Version) Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"
Personalized Federated Learning via Variational Bayesian Inference [ICML 2022]
Add a description, image, and links to the bayesian-neural-network topic page so that developers can more easily learn about it.
To associate your repository with the bayesian-neural-network topic, visit your repo's landing page and select "manage topics."