Bo Li's repositories
raman_spectra_matching_with_contrastive_learning
Official implementation for paper "Raman spectra matching with contrastive representation learning"
region_based_active_learning
On uncertainty estimation in active learning for image segmentation
anomaly_detection_under_varying_visibility
Anomaly detection in the surveillance videos under varying visibility (day-night and sunny-rainy)
molecule_detection_and_quantification_vit
Official implementation for paper "Nitroaromatic explosives detection and quantification using attention-based transformer on surface-enhanced Raman spectroscopy maps"
variational_dropout_sparsity
pytorch implementation of variational dropout sparsity
manifold_mixup
first implementation of manifold mixup on the basis of resnet-18
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Active-Learning-Bayesian-Convolutional-Neural-Networks
Active Learning on Image Data using Bayesian ConvNets
awesome-lifelong-continual-learning
A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning
efficient_traffic_count_on_edge_devices
This is an implementation for paper Automated training of location-specific edge models for traffic counting
fedsers
Federated learning on SERS maps
Linear_Constraint_Bayesian_NMF
This is an implementation for paper Linearly constraint Bayesian Matrix Factorization for Blind Source Separation
markdown-cheatsheet
Markdown Cheatsheet for Github Readme.md
SegNet-Tutorial
Files for a tutorial to train SegNet for road scenes using the CamVid dataset