hendrycks/pre-training

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Python
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Apache License 2.0
Created almost 6 years ago
Updated over 2 years ago

hendrycks/pre-training

hendrycks

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Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)

test

Measuring Massive Multitask Language Understanding | ICLR 2021

robustness

Corruption and Perturbation Robustness (ICLR 2019)

math

The MATH Dataset (NeurIPS 2021)

natural-adv-examples

A Harder ImageNet Test Set (CVPR 2021)

outlier-exposure

Deep Anomaly Detection with Outlier Exposure (ICLR 2019)

apps

APPS: Automated Programming Progress Standard (NeurIPS 2021)

ss-ood

Self-Supervised Learning for OOD Detection (NeurIPS 2019)

imagenet-r

ImageNet-R(endition) and DeepAugment (ICCV 2021)

error-detection

A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks

Jupyter Notebook

anomaly-seg

The Combined Anomalous Object Segmentation (CAOS) Benchmark

GELUs

A smoother activation function (undergrad code)

ethics

Aligning AI With Shared Human Values (ICLR 2021)

jiminy-cricket

Jiminy Cricket Environment (NeurIPS 2021)

fooling

Code for the Adversarial Image Detectors and a Saliency Map

ML-Coursework

Old coursework completed during school breaks. TTIC coursework not shown.

Jupyter Notebook

emodiversity

Wellbeing and Emotion Prediction (NeurIPS 2022)

init

A general weight initialization and how to use batch normalization with dropout

Jupyter Notebook

emotion-video-mturk

hendrycks