Pinned Repositories
amti
A Mechanical Turk Interface (amti) 🤖
discovering_latent_knowledge
ethics
Can Current ML Models Learn Right from Wrong?
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
feature-alignment
Code for "Limitations of Post-Hoc Feature Alignment for Robustness".
imagenet-r
ImageNet-R(endition) and DeepAugment
interpretability-hypothesis-testing
ethics
Aligning AI With Shared Human Values (ICLR 2021)
math
The MATH Dataset (NeurIPS 2021)
test
Measuring Massive Multitask Language Understanding | ICLR 2021
collin-burns's Repositories
collin-burns/discovering_latent_knowledge
collin-burns/feature-alignment
Code for "Limitations of Post-Hoc Feature Alignment for Robustness".
collin-burns/interpretability-hypothesis-testing
collin-burns/amti
A Mechanical Turk Interface (amti) 🤖
collin-burns/ethics
Can Current ML Models Learn Right from Wrong?
collin-burns/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
collin-burns/imagenet-r
ImageNet-R(endition) and DeepAugment
collin-burns/LEDGAR_provision_classification
collin-burns/math
The MATH Dataset
collin-burns/minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
collin-burns/outlier-exposure
Deep Anomaly Detection with Outlier Exposure (ICLR 2019)
collin-burns/pytorch-classification
Classification with PyTorch.
collin-burns/pytorch-explain-black-box
PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation
collin-burns/pytorch-loss
label-smooth, amsoftmax, focal-loss, triplet-loss. Maybe useful
collin-burns/pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
collin-burns/pytorch-smoothgrad
SmoothGrad implementation in PyTorch
collin-burns/review_object_detection_metrics
Review on Object Detection Metrics: 14 object detection metrics including COCO's and PASCAL's metrics. Supporting different bounding box formats.
collin-burns/robustness-1
Corruption and Perturbation Robustness (ICLR 2019)
collin-burns/the-plain
A minimalist Jekyll theme, that's it. Can't say anymore...
collin-burns/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.