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trak

A fast, effective data attribution method for neural networks in PyTorch

trax

Trax — Deep Learning with Clear Code and Speed

uce4bt

uda

Unsupervised Data Augmentation (UDA)

unsupervised-out-of-distribution-detection-by-maximum-classifier-discrepancy

Reproducing experimental results of OOD-by-MCD [Yu and Aizawa et al. ICCV 2019]

vessal

This repository contains code used to conduct experiments reported in the paper "Streaming Active Learning with Deep Neural Networks" accepted at ICML 2023.

vqa-outliers

Code and Experiments for ACL-IJCNLP 2021 Paper "Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering."

waal

Wasserstein Adversarial Active Learning