the code for paper "Energy-Based Open-World Uncertainty Modeling for Confidence Calibration"

Last update: Dec 02, 2022

Overview

EOW-Softmax

This code is for the paper "Energy-Based Open-World Uncertainty Modeling for Confidence Calibration".
Accepted by ICCV21.

Usage

Commnd example for WideResnet28x10 on CiFAR100.

python train.py --lr .0001 --dataset cifar100 --optimizer adam --sigma 0.01 --width 10 --depth 28 --warmup_iters 1000 --ebm_modify --n_epochs 15 --ebm_start_epoch 8 --ebm_weight 0.1

Owner

Yezhen Wang

Finding phd&research opportunity

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the code for paper "Energy-Based Open-World Uncertainty Modeling for Confidence Calibration"

Related tags

Overview

EOW-Softmax

Usage

Owner

Yezhen Wang

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the code for paper "Energy-Based Open-World Uncertainty Modeling for Confidence Calibration"

Related tags

Overview

EOW-Softmax

Usage

Owner

Yezhen Wang

PocketNet: Extreme Lightweight Face Recognition Network using Neural Architecture Search and Multi-Step Knowledge Distillation

Official PyTorch Implementation of paper "Deep 3D Mask Volume for View Synthesis of Dynamic Scenes", ICCV 2021.

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Neural Tangent Generalization Attacks (NTGA)

Video Instance Segmentation with a Propose-Reduce Paradigm (ICCV 2021)

Image Restoration Using Swin Transformer for VapourSynth

Code for Blind Image Decomposition (BID) and Blind Image Decomposition network (BIDeN).

Fit Fast, Explain Fast

Beyond imagenet attack (accepted by ICLR 2022) towards crafting adversarial examples for black-box domains.

NaijaSenti is an open-source sentiment and emotion corpora for four major Nigerian languages

Code for 'Self-Guided and Cross-Guided Learning for Few-shot segmentation. (CVPR' 2021)'

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Code for Understanding Pooling in Graph Neural Networks

An implementation of Deep Forest 2021.2.1.

Another pytorch implementation of FCN (Fully Convolutional Networks)

yolov5 deepsort 行人车辆跟踪检测计数