hendrycks/ML-Coursework

Stars
9
Rank 1,929,196 (Top 39 %)
Language
Jupyter Notebook
Created over 8 years ago
Updated about 6 years ago

hendrycks/ML-Coursework

hendrycks

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

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

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)

pre-training

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

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

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