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Search results for machine learning robustness
machine-learning
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robustness
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26 search results found
Advertorch
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1,271
A Toolbox for Adversarial Robustness Research
Generalization Causality
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993
关于domain generalization,domain adaptation,causality,robutness,prompt,optimization model各式各样研究的阅读笔记
Robustness
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728
Corruption and Perturbation Robustness (ICLR 2019)
Faceimagequality
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416
Code and information for face image quality assessment with SER-FIQ
Awesome Graph Attack Papers
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315
Adversarial attacks and defenses on Graph Neural Networks.
Diffusion Classifier
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255
Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training
Tiger
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108
Python toolbox to evaluate graph vulnerability and robustness (CIKM 2021)
Awesome Ai Safety
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64
A curated list of papers & technical articles on AI Quality & Safety 📚
Face Robustness Benchmark
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63
An adversarial robustness evaluation library on face recognition.
Awesome Distribution Shift
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57
A curated list of papers and resources about the distribution shift in machine learning.
Adanpc
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56
This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.
Dun
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52
Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)
Perceptual Advex
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39
Code and data for the ICLR 2021 paper "Perceptual Adversarial Robustness: Defense Against Unseen Threat Models".
Adversarial Vision Challenge
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36
NIPS Adversarial Vision Challenge
Popqorn
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29
An Algorithm to Quantify Robustness of Recurrent Neural Networks
Raw2logit
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27
In order to control processing-induced dataset drift we require two ingredients: raw sensor data and an image processing model. This code repository contains the materials for the second ingredient, the image processing models, as well as scripts to load data and run experiments. https://arxiv.org/abs/2211.02578
Robust Attribution Regularization
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13
Robust Attribution Regularization
Clustassess
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13
Tools for assessing clustering robustness
Smoothmix
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13
Code for the paper "SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness" (NeurIPS 2021)
Mercury Robust
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12
mercury-robust is a framework to perform robust testing on ML models and datasets. It provides a collection of test that are easy to configure and helpful to guarantee robustness in your ML processes.
Stereoscopic Universal Perturbations
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9
PyTorch Implementation of Stereoscopic Universal Perturbations across Different Architectures and Datasets (CVPR 2022)
Explabox
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8
Explore/examine/explain/expose your model with the explabox!
Adversarial Attack On 3d U Net Model Brain Tumour Segmentation.
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7
Adversarial Attack on 3D U-Net model: Brain Tumour Segmentation.
Virny
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7
An in-depth performance profiling library for machine learning models
Hybrid_augment
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7
[ICCV 2023] HybridAugment++: Unified Frequency Spectra Perturbations for Model Robustness
Cvpr22w_robustnessthroughthelens
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5
Official repository of our submission "Adversarial Robustness through the Lens of Convolutional Filters" for the CVPR2022 Workshop "The Art of Robustness: Devil and Angel in Adversarial Machine Learning Workshop"
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1-26 of 26 search results
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