The official implementation of our ECCV 2020 paper "Learning Camera-Aware Noise Models".
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Dec 7, 2020 - Python
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noise-models
Here are 6 public repositories matching this topic...
QECops is a lightweight, open-source Monte Carlo simulation framework for studying how noise assumptions influence logical error behavior in quantum error correction (QEC). The question it seeks to answer is: How sensitive are QEC performance conclusions to the choice of noise model assumptions?
reproducible-research scientific-computing quantum-computing monte-carlo-simulation quantum-information model-validation error-analysis probabilistic-modeling binomial-distribution quantum-simulation quantum-error-correction numerical-simulation quantum-noise noise-models error-modeling qecops quantum-error-modeling
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Aug 15, 2026 - Python
MedLesSynth-LD : Lesion Synthesis using Physics-Based Noise Models for Robust Lesion Segmentation in Low-Data Medical Imaging Regimes
deep-learning mri ultrasound ct lesion-segmentation anomaly-segmentation low-data-regime noise-models lesion-simulation medlessynth-ld generalisability
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Nov 27, 2024 - Python
In this project we will train stable diffusion model on CIFAR10 dataset and then try to generate images form ten different classes.
python machine-learning computer-vision deep-learning tensorflow keras jupyter-notebook image-processing artificial-intelligence data-generation image-generation unet cifar-10 image-synthesis colab-notebook diffusion-models noise-models stable-diffusion generative-ai
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Jul 27, 2024 - Jupyter Notebook
Tutorial series on quantum error mitigation: noise fingerprints, readout mitigation, and zero noise extrapolation.
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Aug 13, 2026 - Jupyter Notebook
Simulating 3-qubit Bit-Flip, Phase-Flip, and 9-qubit Shor error correction codes under Depolarizing and Amplitude Damping noise using Qiskit. Pseudo-threshold analysis and comparison with analytical scaling laws
python simulation quantum-computing qubits qiskit quantum-error-correction noise-models shor-code repitition-code
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Aug 17, 2026 - Jupyter Notebook
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