Discover seansaito/code-book-defenses Open Source project

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Created about 6 years ago
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Evaluation of adversarial robustness of neural networks that use MSE and code-book target representations

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ndsc_code_gakko_workshop

Repository of code for the Shopee NDSC Object Detection Workshop

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Explaining-Away-Attacks-Against-Neural-Networks

Code for my blog post titled "Explaining Away Attacks Against Neural Networks"

Jupyter Notebook

Etheroll-Web

Web Client for Ethereum-based service that allows ride-sharing

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Electionaire

A questionnaire that matches users with a Singapore political party

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CLEAR

Counterfactual Local Explanations via Regression (CLEAR)

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nf-jax-sap

Using Normalizing Flows to generate the SAP logo. Implemented using JAX.

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softshell

Turn hard-coded parameters into dynamic ones without refactoring

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pylah

A Python module for translating English text to Singlish

Masking-Important-Pixels

Code for experiments from the blog post: "What happens when we mask out the "unimportant" parts of an image?" https://seansaito.github.io/2019/12/03/masked-accuracy/

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Capstone-Submission

Submission of Capstone Code

Jupyter Notebook

pystan-football

Notebooks for my blog post on modeling football match outcomes with PyStan

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DiabeticRetinopathyDetection

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seansaito/code-book-defenses

seansaito

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