robustness · GitHub Topics

microsoft / promptbench

#大语言模型#A unified evaluation framework for large language models

adversarial-attacks ChatGPT evaluation large-language-models robustness prompt prompt-engineering benchmark

Python 2.63 k

16 天前

BorealisAI / advertorch

#计算机科学#A Toolbox for Adversarial Robustness Research

PyTorch adversarial-examples adversarial-example adversarial-attacks adversarial-machine-learning adversarial-learning robustness toolbox 安全机器学习 benchmarking

Jupyter Notebook 1.34 k

2 年前

yfzhang114 / Generalization-Causality

#计算机科学#关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记

机器学习深度学习 causality optimization robustness adaptation generative-model

1.22 k

2 年前

hendrycks / robustness

#计算机科学#Corruption and Perturbation Robustness (ICLR 2019)

imagenet robustness PyTorch 深度学习 convolutional-neural-networks 机器视觉机器学习 domain-generalization ml-safety

Python 1.08 k

3 年前

Jingkang50 / OpenOOD

Benchmarking Generalized Out-of-Distribution Detection

out-of-distribution-detection anomaly-detection outlier-detection robustness

Python 962

1 个月前

huytransformer / Awesome-Out-Of-Distribution-Detection

Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, books, videos, articles and open-source libraries etc

Awesome Lists ood-detection out-of-distribution-detection robustness open-world anomaly-detection outlier-detection anomaly open-set

920

1 个月前

jxzhangjhu / Awesome-LLM-Uncertainty-Reliability-Robustness

#Awesome#Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models

Awesome Lists calibration gpt-3 gpt-4 大语言模型 reliability robustness safety uncertainty-estimation uncertainty-quantification ChatGPT prompt-engineering prompting chain-of-thought in-context-learning large-language-models hallucination

755

25 天前

utiasDSL / safe-control-gym

PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL

gym pybullet reinforcement-learning control safety quadcopter symbolic casadi Robotics robustness

Python 733

19 天前

weijiaheng / Advances-in-Label-Noise-Learning

#计算机科学#A curated (most recent) list of resources for Learning with Noisy Labels

noisy-labels robustness 深度神经网络 learning-with-noisy-labels 深度学习 Bukkit conference noisy-data robust-machine-learning

699

8 个月前

hendrycks / natural-adv-examples

A Harder ImageNet Test Set (CVPR 2021)

adversarial-attacks robustness adversarial-example ml-safety imagenet domain-generalization

Python 609

1 年前

MadryLab / photoguard

#计算机科学#Raising the Cost of Malicious AI-Powered Image Editing

adversarial-attacks adversarial-examples 深度学习 deepfakes robustness stable-diffusion 机器视觉

Jupyter Notebook 601

2 年前

pterhoer / FaceImageQuality

#人脸识别#Code and information for face image quality assessment with SER-FIQ

face face-recognition Code quality quality-metrics biometrics robustness 机器视觉机器学习

Python 555

3 年前

YuejiangLIU / awesome-source-free-test-time-adaptation

#Awesome#A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation

domain-adaptation robustness Awesome Lists

504

1 年前

diffusion-classifier / diffusion-classifier

#计算机科学#Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training

classification 机器视觉深度学习 diffusion diffusion-models generative generative-models 机器学习 robustness supervised-learning zero-shot-classification zero-shot-learning

Python 459

1 年前

EnnengYang / Awesome-Model-Merging-Methods-Theories-Applications

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.

attack-defense continual-learning ensemble-learning federated-learning generalization generative-model large-language-models model-merging multi-domain-learning multi-task-learning robustness diffusion-models few-shot-learning foundation-models meta-learning transfer-learning zero-shot-learning 大语言模型

432

3 天前

ChandlerBang / awesome-graph-attack-papers

#Awesome#Adversarial attacks and defenses on Graph Neural Networks.

adversarial-attacks graph-neural-networks 机器学习深度学习 defense graph robustness adversarial-examples Awesome Lists

382

1 年前

MinghuiChen43 / awesome-trustworthy-deep-learning

#计算机科学#A curated list of trustworthy deep learning papers. Daily updating...

adversarial-machine-learning 安全隐私深度学习 poisoning fairness backdoor ownership robustness interpretable-deep-learning causality hallucinations uncertainty watermarking ai-alignment

369

5 天前

bethgelab / model-vs-human

Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)

PyTorch Tensorflow robustness benchmark toolbox

Python 349

2 个月前

alibaba / easyrobust

#计算机科学#EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.

深度学习 image-classification imagenet robustness pretrained-models

Jupyter Notebook 332

1 年前

clovaai / assembled-cnn

#计算机科学#Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

convolutional-neural-networks Tensorflow image-classification 深度学习 transfer-learning 机器视觉 imagenet robustness

Python 327

4 年前