Code implementing the experiments described in the NeurIPS 2018 paper "With Friends Like These, Who Needs Adversaries?".
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Updated
Sep 11, 2020 - MATLAB
Code implementing the experiments described in the NeurIPS 2018 paper "With Friends Like These, Who Needs Adversaries?".
Project for CSE551 Fundamentals of Algorithms written in Clojure.
An experimental setup for my master thesis "Optimizing web extraction queries for robustness"
Code for my Master's Thesis: "The Role of Local Versus Global Features in Convolutional Neural Networks"
Robust Mini-batch Gradient Descent models
This repository includes the R code used for the project "Investigating robust partitional clustering methods", written by Efthymios Costa. The project is supervised by Dr. Ioanna Papatsouma (Imperial College London) and co-supervised by Professor Alastair Young (Imperial College London).
Paper Summary for Relations between Trustworthy AI Concepts
disturbance-rejection by MEC
Simple math project about how designing robust and reliable paper helicopters.
A repository about Robust Deep Neural Networks with Uncertainty, Local Competition and Error-Correcting-Output-Codes in TensorFlow.
Repository for "BLEU Meets COMET: Combining Lexical and Neural Metrics Towards Robust Machine Translation Evaluation", accepted at EAMT 2023.
Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts". Accepted at NeurIPS 2022.
The relevant codes for "GANI: Global Attacks on Graph Neural Networks via Imperceptible Node Injections".
Explore/examine/explain/expose your model with the explabox!
Find the optimum number of states to use in a ChromHMM model
CAT: Collaborative Adversarial Training
Cyber Triad or how to spot Antifragility in Cyber Security.
Gated Domain Units (GDU) aim to make your deep learning models robust against distribution shifts when applied in the real-world.
Main project for the Real-time programming course at NTNU. Coordinating N different elevators in a building, in order to efficiently deal with requests handling the robustness of the system.
Augmentation for CV using frequency shortcuts
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