Minimal standalone example of diffusion model
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Jun 4, 2022 - Jupyter Notebook
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The official implementation of the CCS'23 paper, Narcissus clean-label backdoor attack -- only takes THREE images to poison a face recognition dataset in a clean-label way and achieves a 99.89% attack success rate.
adversarial-machine-learning adversarial-attacks ai-security backdoor-attacks deep- poisoning-attacks
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May 9, 2023 - Python
A repository containing deep learning models and evaluation methods for enhancing medical image segmentation in Computed Tomography (CT) scans, with a focus on U-Net variants, nnUNet, and Swin-UNet architectures.
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Jan 20, 2024 - Python
Breaking the Trilemma of Privacy, Utility, Efficiency via Controllable Machine Unlearning
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Dec 19, 2024 - Python
A cross-platform, multi-threaded population simulation in which organisms make decisions using a neural network and evolve through horizontal gene transfer, replication and mutation
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Jun 26, 2020 - C++
Single-Agent Deep-Q Learning: Exploratory versus Greedy polices for the traversal of a randomly generated 2-D labyrinth.
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May 16, 2022 - Python
Explore practical machine learning projects, from predicting taxi fares to visualizing neural networks, making AI concepts simple and accessible for everyone!
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Nov 26, 2024 - Jupyter Notebook
Simple generative adversarial network implementation using pytorch on MNIST dataset.
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Sep 29, 2022 - Jupyter Notebook
Code for various probabilistic deep learning models
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Jun 28, 2023 - Jupyter Notebook
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