Pinned Repositories
calibration_library
Pytorch library for model calibration metrics and visualizations as well as recalibration methods. In progress!
CLL_POCR
CompLossForNoisyLabels
dengbaowang.github.io
LAMLKNN
This is an implementation of the paper "A Locally Adaptive Multi-Label k-Nearest Neighbor Algorithm".
MAUCpy
Multi-Objective Area Under Curve in Python
Mixup-Inference-in-Training
This is the implementation of our CVPR'23 paper On the Pitfall of Mixup for Uncertainty Calibration. In the paper, we conduct a series of empirical studies showing the calibration issue of Mixup, and propose a new mixup training strategy to address this issue.
PL-AGGD
The implemention of PL-AGGD.
PLP
Rethinking-Calibration-of-Deep-Neural-Networks
dengbaowang's Repositories
dengbaowang/Mixup-Inference-in-Training
This is the implementation of our CVPR'23 paper On the Pitfall of Mixup for Uncertainty Calibration. In the paper, we conduct a series of empirical studies showing the calibration issue of Mixup, and propose a new mixup training strategy to address this issue.
dengbaowang/Rethinking-Calibration-of-Deep-Neural-Networks
dengbaowang/CLL_POCR
dengbaowang/CompLossForNoisyLabels
dengbaowang/LAMLKNN
This is an implementation of the paper "A Locally Adaptive Multi-Label k-Nearest Neighbor Algorithm".
dengbaowang/PL-AGGD
The implemention of PL-AGGD.
dengbaowang/PLP
dengbaowang/calibration_library
Pytorch library for model calibration metrics and visualizations as well as recalibration methods. In progress!
dengbaowang/dengbaowang.github.io
dengbaowang/MAUCpy
Multi-Objective Area Under Curve in Python
dengbaowang/temperature_scaling
A simple way to calibrate your neural network.
dengbaowang/ups
"In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Rizve, Kevin Duarte, Yogesh S Rawat, Mubarak Shah (ICLR 2021)
dengbaowang/ViT-pytorch
Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)