Pytorch implementation of convolutional neural network adversarial attack techniques
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Dec 3, 2018 - Python
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gradient-ascent
Here are 31 public repositories matching this topic...
Latent-based Directed Evolution guided by Gradient Ascent for Protein Design
evolutionary-algorithm gradient-ascent variational-autoencoder protein-language-model directed-evolution protein-optimization
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Apr 16, 2024 - Python
Generative deep learning: DeepDream
python deep-learning image-processing deepdream inception gans upscale gradient-ascent generative-models convnets octaves
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May 1, 2022 - Jupyter Notebook
CLIP GUI - XAI app ~ explainable (and guessable) AI with ViT & ResNet models
game gui attention vit image-to-text clip gradient-ascent xai attention-visualization vision-transformer
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Sep 13, 2024 - Python
Get CLIP ViT text tokens about an image, visualize attention as a heatmap.
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Aug 8, 2023 - Python
Visualizing and interpreting features of CNN model
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Jul 2, 2018 - Python
Submission for the Flipkart GRiD 2.0 hackathon under the track "Fashion Intelligence Systems"
ratings fashion clustering yolo object-detection recommendation-algorithms flipkart gradient-ascent fashion-ai fashion-recommendation scraping-data feature-encodings fashion-portals ecommerce-sites popularity-metric lagging-products
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Aug 9, 2020 - Python
Repository for machine learning problems implemented in python
python machine-learning svm linear-regression logistic-regression kmeans gauss-elimination decision-trees ridge-regression knn adagrad qr-decomposition newtons-method gradient-ascent quasi-newton cholesky-decomposition armijo bold-driver sklearn-regularization ham-filter
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Feb 8, 2018 - Jupyter Notebook
Numerical Optimization using "hill climbing" (aka Gradient Ascent)
optimization mathematics hill-climbing optimization-tools numerical-optimization optimization-algorithms gradient-ascent
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Mar 5, 2017 - MATLAB
Image classifier which classifies MNIST database of handwritten digits 0-9 using 28x28 pixel images
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Jan 7, 2023 - Python
A user-friendly web application built with Streamlit that offers personalized movie recommendations based on user ratings using a baseline predictive model and RBM neural network
machine-learning neural-network algorithms linear-algebra restricted-boltzmann-machine gradient-ascent baseline-prediction
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Sep 12, 2023 - Jupyter Notebook
Use CLIP to create matching texts + embeddings for given images; useful for XAI, adversarial training
embeddings clip gradient-ascent adversarial-examples adversarial-attacks text-image text-embeddings contrastive-language-image-pretraining typographic-attack
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Dec 9, 2024 - Python
Simple example notebooks using PyTorch
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Oct 20, 2017 - Jupyter Notebook
This repository hosts the programming exercises for the course "Machine Learning" of AUEB Informatics.
machine-learning clustering numpy supervised-learning mnist-dataset image-classification image-segmentation expectation-maximization-algorithm gradient-ascent unsupervised-machine-learning cifar-10 feed-forward-neural-networks
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Mar 21, 2024 - Jupyter Notebook
What do we learn from inverting CLIP models? And what does a CLIP 'see' in an image?
ai model inversion transformer vision clip text-to-image image-to-image gradient-ascent xai text-encoder
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Nov 18, 2024 - Python
Base R Implementation of Logistic Regression from Scratch with Regularization, Laplace Approximation and more
s3 logistic-regression regularization gradient-ascent logistic-regression-algorithm newton-method logistic-regression-models base-r regularized-logistic-regression laplace-approximation logistic-regression-scratch logistic-regression-classifier bayesian-logistic-regression
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Jan 13, 2020 - R
Choose which data to make your model forget (Unlearn!), but watch out - every deletion ripples!
machine-learning privacy deep-neural-networks ai deep-learning neural-network artificial-intelligence neural-networks artificial-neural-networks deeplearning fairness privacy-enhancing-technologies gradient-ascent privacy-protection privacy-tools catastrophic-forgetting unlearn fairness-ai fairness-ml unlearning
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Nov 26, 2024 - HTML
Computational Studies of Adja Magatte Fall Internship
reproducible-research model-selection stochastic-block-model newton-raphson gaussian-graphical-models maximum-likelihood-estimation gradient-ascent graphical-lasso slope-heuristic
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Mar 18, 2018 - Jupyter Notebook
Repo for working on the additional Machine Learning seminar tasks, year 2023-2024.
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Jan 13, 2024 - Python
A simple heuristic optimizer.
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Jun 25, 2023 - C#
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