hendrycks

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)

ethics

Aligning AI With Shared Human Values (ICLR 2021)

error-detection

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

anomaly-seg

The Combined Anomalous Object Segmentation (CAOS) Benchmark

GELUs

A smoother activation function (undergrad code)

pre-training

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

jiminy-cricket

Jiminy Cricket Environment (NeurIPS 2021)

fooling

Code for the Adversarial Image Detectors and a Saliency Map

emodiversity

Wellbeing and Emotion Prediction (NeurIPS 2022)

ML-Coursework

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

init

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

Papers-of-Robust-ML

Related papers for robust machine learning

BIG-bench

Beyond the Imitation Game collaborative benchmark for enormous language models

emotion-video-mturk

adv-eval-paper

LaTeX source for the paper "On Evaluating Adversarial Robustness"

data-centric-ai

Resources for Data Centric AI

hendrycks

bairblog.github.io