andyzoujm / pixmix
PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures (CVPR 2022)
☆101Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for pixmix
- MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)☆108Updated 2 years ago
- ImageNet Testbed, associated with the paper "Measuring Robustness to Natural Distribution Shifts in Image Classification."☆116Updated last year
- Code release for paper Extremely Simple Activation Shaping for Out-of-Distribution Detection☆49Updated 2 months ago
- This repository contains the code for our paper "Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguo…☆37Updated last year
- [NeurIPS'21] "AugMax: Adversarial Composition of Random Augmentations for Robust Training" by Haotao Wang, Chaowei Xiao, Jean Kossaifi, Z…☆124Updated 2 years ago
- Crowdsourcing metrics and test datasets beyond ImageNet (ICML 2022 workshop)☆37Updated 6 months ago
- The official PyTorch implementation - Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from t…☆76Updated 2 years ago
- Robustness and adaptation of ImageNet scale models. Pre-Release, stay tuned for updates.☆129Updated last year
- ☆105Updated last year
- Train ImageNet *fast* in 500 lines of code with FFCV☆136Updated 6 months ago
- MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space☆88Updated 3 years ago
- (ICML 2022) Official PyTorch implementation of “Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Rob…☆77Updated 2 years ago
- Patching open-vocabulary models by interpolating weights☆90Updated last year
- PRIME: A Few Primitives Can Boost Robustness to Common Corruptions☆42Updated last year
- ImageNet-R(endition) and DeepAugment (ICCV 2021)☆255Updated 3 years ago
- Code for the paper "A Whac-A-Mole Dilemma Shortcuts Come in Multiples Where Mitigating One Amplifies Others"☆44Updated 4 months ago
- PyTorch repository for ICLR 2022 paper (GSAM) which improves generalization (e.g. +3.8% top-1 accuracy on ImageNet with ViT-B/32)☆138Updated 2 years ago
- ☆138Updated 4 years ago
- Code for Active Learning at The ImageNet Scale. This repository implements many popular active learning algorithms and allows training wi…☆52Updated 2 years ago
- ☆58Updated last year
- The repository for the official Biased Action Recognition (BAR) dataset for the paper Learning from Failure: Training Debiased Classifier…☆30Updated 4 years ago
- Visual Representation Learning Benchmark for Self-Supervised Models☆35Updated 7 months ago
- ☆58Updated 2 years ago
- Code for Continuously Changing Corruptions (CCC) benchmark + evaluation☆29Updated 3 months ago
- ☆84Updated 2 years ago
- ☆96Updated 2 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆125Updated last year
- On the Importance of Gradients for Detecting Distributional Shifts in the Wild☆53Updated 2 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆116Updated 2 years ago
- This repository provides code for "On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness".☆44Updated 2 years ago