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GitHub topics: robustness-analysis

textflint/textflint

Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

Language: Python - Size: 11.6 MB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 643 - Forks: 95

ym1906/uq-sa-fusion-optimisation

Uncertainty Quantification and Sensitivity Analysis developed by the PPMI Group at UKAEA

Language: Jupyter Notebook - Size: 70.8 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0

imsatyasaiteja/Network_Science

Research project that focuses on observing the Resilience of Delhi Road Networks to Traffic Disruptions

Language: Jupyter Notebook - Size: 16.9 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 1

declare-lab/MSA-Robustness

NAACL 2022 paper on Analyzing Modality Robustness in Multimodal Sentiment Analysis

Language: Python - Size: 3.43 MB - Last synced at: 8 days ago - Pushed at: about 2 years ago - Stars: 31 - Forks: 5

mlosch/SAT

Official repository for the paper: "On Adversarial Training without Perturbing all Examples", Accepted at ICLR 2024

Language: Python - Size: 7.22 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

EliaFantini/2D-Priors-for-3D-human-reconstruction

Potential of 2D Priors for Improving Robustness of Ill-Posed 3D Reconstruction

Language: Python - Size: 5.72 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 2

JustinStarreveld/multistage-robustness-analysis

Demonstration of robustness analysis for (multistage) adaptive optimization

Language: Python - Size: 405 KB - Last synced at: 10 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

aayushwadhwa/adversarial-attacks-project

Project repo for UWaterloo graduate course - ECE653. It involves comparing robustness, implementing new GAN based attack and extending CleverHans library with DeepFool attack.

Language: Jupyter Notebook - Size: 19.7 MB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

JoostVeenman/IQClab

IQClab - gateway for robustness analysis and control design

Language: MATLAB - Size: 272 KB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

varungopithallapelly/Effect-of-Apps-on-Users

Applying econometric analysis to observe the effect of paid & free apps developed by small, medium & large firms app developers on total number of active users

Language: Stata - Size: 179 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Noctino52/FragilitySentry

An end-to-end test case robustness evaluator for web application using Selenium

Language: Java - Size: 6.81 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

katelyn98/CorruptionRobustness

We investigated corruption robustness across different architectures including Convolutional Neural Networks, Vision Transformers, and the MLP-Mixer.

Language: Jupyter Notebook - Size: 62.5 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 14 - Forks: 2

saqib1707/Adversarial-Robustness-Analysis

This repository contains research work on Adversarial Robustness Analysis for Deep Models.

Language: Jupyter Notebook - Size: 25.5 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

MKYucel/zero_shot_corruption_benchmarks

[Elsevier Image and Vision Computing] How robust are discriminatively trained zero-shot learning models?

Language: Python - Size: 2.26 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 0

paulgavrikov/cvpr22w_RobustnessThroughTheLens

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"

Language: Jupyter Notebook - Size: 13.2 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 0

Alessio24242424/NetworkRobustness

Network Analysis of Robustness

Language: Jupyter Notebook - Size: 2.73 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

jyanqa/GRU-seq2seq-Model

Course project for NLP class, Fall 2021 at ETH Zurich: Assessing the robustness of the Seq2Seq neural machine translation.

Language: Jupyter Notebook - Size: 3.18 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

peymanrasouli/RobustML

Analyzing and Improving the Robustness of Tabular Classifiers using Counterfactual Explanations

Language: Python - Size: 16 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 1

Radamantus/Matlab_Codes

🌺 Algoritmos usados para consulta e material de estudo.

Language: MATLAB - Size: 162 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

JurijNastran/Ellipsoids

demonstration of methods implemented in my thesis "Robustness assessment of the biological processor using hyperellipsoids"

Language: Jupyter Notebook - Size: 16.3 MB - Last synced at: 9 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Related Keywords
robustness-analysis 20 machine-learning 5 deep-learning 4 computer-vision 2 adversarial-attacks 2 adversarial-machine-learning 2 robustness 2 volume 1 cvpr2022 1 convolutional-neural-networks 1 convolution-filter 1 cnn 1 zero-shot-learning 1 robust-generalization 1 pytorch-implementation 1 image-corruption 1 generalized-zero-shot-learning 1 animals-with-attributes 1 clip-model 1 selenium 1 master-thesis 1 mantisbt 1 magento 1 end-to-end-testing 1 synthetic-biology 1 simulation 1 monte-carlo-sampling 1 modelling 1 hyperellipsoid 1 hypercuboid 1 systems-identification 1 matlab 1 control-theory 1 control-systems 1 control-engineering 1 tabular-data 1 robustness-improvement 1 counterfactual-explanations 1 classification 1 blackbox 1 seq2seq-model 1 nlp 1 natural-language-processing 1 machine-translation 1 networkx 1 network-analysis 1 dolibarr 1 scale-free-networks 1 random-networks 1 power-law 1 network-science 1 network-disruption-analysis 1 hubs 1 degree-distribution 1 betweenness-centrality 1 barabasi-albert 1 uncertainty-quantification 1 sensitivity-analysis 1 nuclearfusion 1 transformation 1 text-transformations 1 text-augmentation 1 subpopulation 1 model-robustness 1 data-augmentation 1 attack 1 adversarial-samples 1 stata 1 ols-regression 1 exploratory-data-analysis 1 control-design 1 generative-adversarial-network 1 optimization 1 single-image 1 self-supervised-learning 1 pytorch 1 python 1 pifu 1 multimodal 1 human-mesh-reconstruction 1 clip 1 3d-reconstruction 1 adversarial-training 1 adversarial-robustness 1 multimodal-sentiment-analysis 1 multimodal-deep-learning 1 standard-deviation 1