PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures (CVPR 2022)
☆110Jul 5, 2022Updated 3 years ago
Alternatives and similar repositories for pixmix
Users that are interested in pixmix are comparing it to the libraries listed below
Sorting:
- Code for Overinterpretation paper☆19Jul 6, 2023Updated 2 years ago
- ☆17Nov 4, 2022Updated 3 years ago
- Official repository for "Stylized Adversarial Training" (TPAMI 2022)☆11Dec 30, 2022Updated 3 years ago
- Code for "Testing Robustness Against Unforeseen Adversaries"☆80Jul 25, 2024Updated last year
- Trained model weights, training and evaluation code from the paper "A simple way to make neural networks robust against diverse image cor…☆62May 24, 2023Updated 2 years ago
- Learning to See by Looking at Noise☆114Nov 24, 2024Updated last year
- Jiminy Cricket Environment (NeurIPS 2021)☆25Feb 12, 2022Updated 4 years ago
- ☆26Feb 27, 2022Updated 4 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆988May 30, 2025Updated 9 months ago
- We investigated corruption robustness across different architectures including Convolutional Neural Networks, Vision Transformers, and th…☆16Oct 28, 2021Updated 4 years ago
- ☆13Mar 8, 2020Updated 6 years ago
- [ECCV2022] The PyTorch implementation of paper "Equivariance and Invariance Inductive Bias for Learning from Insufficient Data"☆19Oct 12, 2022Updated 3 years ago
- Pre-training without Natural Images (ACCV 2020 Best Paper Honorable Mention Award)☆216Mar 24, 2022Updated 3 years ago
- Self-Distillation with weighted ground-truth targets; ResNet and Kernel Ridge Regression☆19Oct 12, 2021Updated 4 years ago
- NeurIPS22 "RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection" and T-PAMI Extension☆20Feb 21, 2025Updated last year
- ImageNet Testbed, associated with the paper "Measuring Robustness to Natural Distribution Shifts in Image Classification."☆119Aug 5, 2023Updated 2 years ago
- ☆143Oct 2, 2020Updated 5 years ago
- source code for ICLR'22 paper "VOS: Learning What You Don’t Know by Virtual Outlier Synthesis"☆321Oct 1, 2023Updated 2 years ago
- This is a offical PyTorch/GPU implementation of SupMAE.☆80Aug 30, 2022Updated 3 years ago
- Benchmarking Generalized Out-of-Distribution Detection☆1,037Dec 1, 2025Updated 3 months ago
- ModelDiff: A Framework for Comparing Learning Algorithms☆58Aug 15, 2023Updated 2 years ago
- Randomized Smoothing of All Shapes and Sizes (ICML 2020).☆51Jul 23, 2020Updated 5 years ago
- Code and models for the paper Shape-Texture Debiased Neural Network Training (ICLR 2021)☆111Aug 4, 2023Updated 2 years ago
- ImageNet-R(endition) and DeepAugment (ICCV 2021)☆280Jul 23, 2021Updated 4 years ago
- The Official Implementation of the ICCV-2021 Paper: Semantically Coherent Out-of-Distribution Detection.☆70Mar 21, 2022Updated 3 years ago
- Self-Supervised Learning for OOD Detection (NeurIPS 2019)☆270Apr 29, 2021Updated 4 years ago
- SKFAC Preconditioner for MindSpore☆12Jul 2, 2021Updated 4 years ago
- Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]☆89Oct 2, 2021Updated 4 years ago
- CrossNorm and SelfNorm for Generalization under Distribution Shifts, ICCV 2021☆128Sep 10, 2021Updated 4 years ago
- Codebase for the paper "A Gradient Flow Framework for Analyzing Network Pruning"☆20Jan 31, 2021Updated 5 years ago
- [CVPRW'23] The official PyTorch implementation of NamedMask☆23Jun 12, 2023Updated 2 years ago
- Data for "Datamodels: Predicting Predictions with Training Data"☆97May 25, 2023Updated 2 years ago
- ICLR21 Tent: Fully Test-Time Adaptation by Entropy Minimization☆449May 20, 2021Updated 4 years ago
- ☆39Dec 8, 2022Updated 3 years ago
- [CVPR 2021] "The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models" Tianlong Chen, Jon…☆68Dec 17, 2022Updated 3 years ago
- Corruption and Perturbation Robustness (ICLR 2019)☆1,138Aug 24, 2022Updated 3 years ago
- Official repository for "A Self-supervised Approach for Adversarial Robustness" (CVPR 2020--Oral)☆101Apr 30, 2021Updated 4 years ago
- [ICML'21] Estimate the accuracy of the classifier in various environments through self-supervision☆27Sep 2, 2021Updated 4 years ago
- Unexplored Faces of Robustness and Out-of-Distribution: Covariate Shifts in Environment and Sensor Domains (CVPR 2024)☆10Jan 17, 2026Updated last month