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robustness

Here are 401 public repositories matching this topic...

BorealisAI / advertorch

A Toolbox for Adversarial Robustness Research

security benchmarking machine-learning pytorch toolbox robustness adversarial-learning adversarial-machine-learning adversarial-example adversarial-examples adversarial-attacks adversarial-perturbations

Updated May 29, 2022
Jupyter Notebook

hendrycks / robustness

Corruption and Perturbation Robustness (ICLR 2019)

machine-learning computer-vision deep-learning pytorch imagenet convolutional-neural-networks robustness domain-generalization ml-safety

Updated Aug 24, 2022
Python

yfzhang114 / Generalization-Causality

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

machine-learning deep-learning optimization generative-model causality robustness adaptation

Updated Aug 10, 2023

hendrycks / natural-adv-examples

A Harder ImageNet Test Set (CVPR 2021)

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

Updated Mar 1, 2021
Python

OpenOOD

Jingkang50 / OpenOOD

Benchmarking Generalized Out-of-Distribution Detection

outlier-detection robustness anomaly-detection novelty-detection open-set-recognition out-of-distribution-detection

Updated Aug 14, 2023
Python

weijiaheng / Advances-in-Label-Noise-Learning

A curated (most recent) list of resources for Learning with Noisy Labels

deep-neural-networks deep-learning conference paper weakly-supervised-learning robustness international-conference noisy-data label-noise robust-machine-learning noisy-labels noisy-label-learning learning-with-noisy-labels unreliable-labels robust-learning learning-with-label-noise

Updated Jun 19, 2023

pterhoer / FaceImageQuality

Code and information for face image quality assessment with SER-FIQ

quality machine-learning computer-vision face biometrics face-recognition quality-estimation quality-metrics robustness quality-measures

Updated Dec 9, 2022
Python

MadryLab / photoguard

Raising the Cost of Malicious AI-Powered Image Editing

computer-vision deep-learning robustness adversarial-examples adversarial-attacks deepfakes stable-diffusion

Updated Feb 27, 2023
Jupyter Notebook

safe-control-gym

utiasDSL / safe-control-gym

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

control reinforcement-learning quadcopter robotics symbolic gym cartpole safety quadrotor robustness pybullet casadi

Updated Jul 10, 2023
Python

clovaai / assembled-cnn

Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

computer-vision deep-learning tensorflow imagenet image-classification convolutional-neural-networks transfer-learning robustness mce food-101 inference-throughput

Updated Jan 25, 2021
Python

ChandlerBang / awesome-graph-attack-papers

Adversarial attacks and defenses on Graph Neural Networks.

machine-learning awesome deep-learning graph awesome-list defense robustness literature-review adversarial-examples adversarial-attacks graph-neural-networks

Updated Jun 20, 2023

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

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

awesome-list robustness domain-adaptation test-time-adaptation

Updated Aug 5, 2023

bethgelab / model-vs-human

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

benchmark tensorflow pytorch toolbox robustness

Updated Apr 26, 2023
Python

DmitryRyumin / INTERSPEECH-2023-Papers

INTERSPEECH 2023 Papers: A complete collection of influential and exciting research papers from the INTERSPEECH 2023 conference. Explore the latest advances in speech and language processing. Code included. Star the repository to support the advancement of speech technology!

Updated Aug 11, 2023

continuousml / Awesome-Out-Of-Distribution-Detection

A professionally curated list of papers, tutorials, books, videos, articles and open-source libraries etc for Out-of-distribution detection, robustness, and generalization

python distribution awesome deep-learning machine open-world awesome-list ood robustness generalization out-of-distribution out-of-distribution-detection ood-detection ood-generalization distribution-shift out-of-distribution-generalization open-world-learning

Updated Aug 13, 2023

alibaba / easyrobust

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

deep-learning imagenet image-classification pretrained-models robustness adversarial-robustness

Updated Jul 25, 2023
Jupyter Notebook

hendrycks / ss-ood

Self-Supervised Learning for OOD Detection (NeurIPS 2019)

uncertainty robustness self-supervised self-supervised-learning out-of-distribution-detection ml-safety

Updated Apr 29, 2021
Python

avilum / linqit

Extend python lists operations using .NET's LINQ syntax for clean and fast coding.

python linq syntax metadata awesome csharp dotnet clean-code metaprogramming efficiency clean python3 lazy-loading filters pythonic batch-processing powerful development-tools robustness

Updated May 22, 2023
Python

jxzhangjhu / Awesome-LLM-Uncertainty-Reliability-Robustness

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

reliability calibration safety awesome-list uncertainty-quantification uncertainty-estimation robustness hallucination gpt-3 gpt-4 in-context-learning large-language-models prompt-engineering prompting llms chain-of-thought chatgpt

Updated Aug 9, 2023

Verified-Intelligence / auto_LiRPA

auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs

robustness adversarial-machine-learning adversarial-examples adversarial-defense robustness-verification ibp-bounds crown-bound certified-defense-models

Updated Feb 14, 2023
Python

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