alibaba / easyrobust
EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.
☆325Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for easyrobust
- Empirical tricks for training robust models (ICLR 2021)☆250Updated last year
- This repository contains the implementation for the paper "EMP-SSL: Towards Self-Supervised Learning in One Training Epoch."☆221Updated last year
- ☆106Updated 2 years ago
- [ECCV 2022] A generalized long-tailed challenge that incorporates both the conventional class-wise imbalance and the overlooked attribute…☆117Updated 3 months ago
- Codes for NeurIPS 2020 paper "Adversarial Weight Perturbation Helps Robust Generalization"☆170Updated 3 years ago
- This repository is the official Pytorch implementation of Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Re…☆146Updated 2 years ago
- The Official Repository for "Generalized OOD Detection: A Survey"☆447Updated 2 years ago
- Library containing PyTorch implementations of various adversarial attacks and resources☆149Updated last month
- The implementation of our paper: Towards Robust Vision Transformer (CVPR2022)☆138Updated 2 years ago
- Code for the paper "On the Adversarial Robustness of Visual Transformers"☆54Updated 3 years ago
- Unofficial implementation of the DeepMind papers "Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples…☆92Updated 2 years ago
- The first comprehensive Robustness investigation benchmark on large-scale dataset ImageNet regarding ARchitecture design and Training tec…☆146Updated 2 years ago
- Implementation for the paper (CVPR Oral): High Frequency Component Helps Explain the Generalization of Convolutional Neural Networks☆237Updated 3 years ago
- Code for the paper "Better Diffusion Models Further Improve Adversarial Training" (ICML 2023)☆125Updated last year
- ImageNet-R(endition) and DeepAugment (ICCV 2021)☆255Updated 3 years ago
- [ICCV 2021] Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain☆71Updated 2 years ago
- Exploring Visual Prompts for Adapting Large-Scale Models☆267Updated 2 years ago
- Attacks Which Do Not Kill Training Make Adversarial Learning Stronger (ICML2020 Paper)☆124Updated last year
- RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track]☆669Updated 2 weeks ago
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆262Updated last year
- Code for LAS-AT: Adversarial Training with Learnable Attack Strategy (CVPR2022)☆107Updated 2 years ago
- PyTorch implementation of paper "Dataset Distillation via Factorization" in NeurIPS 2022.☆62Updated last year
- A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.☆483Updated last year
- ☆81Updated last year
- This is a PyTorch implementation of “Context AutoEncoder for Self-Supervised Representation Learning"☆193Updated last year
- A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆466Updated 4 months ago
- [Survey] Awesome List of Mixup Augmentation and Beyond (https://arxiv.org/abs/2409.05202)☆135Updated last month
- Implements Adversarial Examples for Semantic Segmentation and Object Detection, using PyTorch and Detectron2☆49Updated 3 years ago
- Official repository for CVPR2022 publication, ViM: Out-Of-Distribution with Virtual-logit Matching☆82Updated last year
- [ CVPR 2021 Oral ] Pytorch implementation for "Adversarial Robustness under Long-Tailed Distribution"☆100Updated 3 years ago