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University of Cambridge
- Cambridge
- https://www.linkedin.com/in/pingfan-song-8648a0b7?originalSubdomain=uk
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Light-field Microscopy has emerged as a type of scanless, high-speed, 3D imaging tool. We propose model-based explainable deep learning approaches for LFM imaging, which integrates wave-optics theo…
UpdatedApr 19, 2024 -
CASNet Public
Forked from Guaishou74851/CASNetContent-aware Scalable Deep Compressed Sensing (TIP 2022) [PyTorch]
Python UpdatedAug 1, 2023 -
deepmind-research Public
Forked from google-deepmind/deepmind-researchThis repository contains implementations and illustrative code to accompany DeepMind publications
Jupyter Notebook Apache License 2.0 UpdatedJun 2, 2023 -
Causal_Learn_Hackathon Public
A repository for Turing AI Fellow Hackathon event
GNU General Public License v3.0 UpdatedMar 29, 2023 -
deepxde Public
Forked from lululxvi/deepxdeA library for scientific machine learning and physics-informed learning
Python GNU Lesser General Public License v2.1 UpdatedMar 22, 2023 -
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Reproducible-Deep-Compressive-Sensing Public
Forked from ngcthuong/Reproducible-Deep-Compressive-SensingCollection of reproducible deep learning for compressive sensing
UpdatedMar 11, 2023 -
TCS-Net Public
Forked from ICSResearch/TCS-NetFrom Patch to Pixel: A Transformer-based Hierarchical Framework for Compressive Image Sensing
Python MIT License UpdatedFeb 27, 2023 -
TransCS Public
Forked from ICSResearch/TransCSTransCS: A Transformer-Based Hybrid Architecture for Image Compressed Sensing
Python UpdatedFeb 27, 2023 -
neuraloperator Public
Forked from neuraloperator/neuraloperatorLearning in infinite dimension with neural operators.
Python MIT License UpdatedFeb 22, 2023 -
dagma Public
Forked from kevinsbello/dagmaDAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization
Python Apache License 2.0 UpdatedDec 15, 2022 -
notears Public
Forked from xunzheng/notearsDAGs with NO TEARS: Continuous Optimization for Structure Learning
Python Apache License 2.0 UpdatedDec 9, 2022 -
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Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)
Python MIT License UpdatedNov 21, 2022 -
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bart-webinars Public
Forked from mrirecon/bart-webinarsLanding page for BART Webinars
Jupyter Notebook UpdatedSep 22, 2022 -
handson-ml2 Public
Forked from ageron/handson-ml2A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Jupyter Notebook Apache License 2.0 UpdatedAug 2, 2022 -
fastMRI Public
Forked from facebookresearch/fastMRIA large-scale dataset of both raw MRI measurements and clinical MRI images.
Python MIT License UpdatedJul 21, 2022 -
pytorch-tutorial Public
Forked from yunjey/pytorch-tutorialPyTorch Tutorial for Deep Learning Researchers
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mlforhealthlabpub Public
Forked from vanderschaarlab/mlforhealthlabpubMachine Learning and Artificial Intelligence for Medicine.
Python Other UpdatedJun 9, 2022 -
the-turing-way Public
Forked from the-turing-way/the-turing-wayHost repository for The Turing Way: a how to guide for reproducible data science
HTML Other UpdatedMay 23, 2022 -
Deep-Generalized-Unfolding-Networks-for-Image-Restoration Public
Forked from MC-E/Deep-Generalized-Unfolding-Networks-for-Image-RestorationAccepted by CVPR 2022
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deeplearning-models Public
Forked from rasbt/deeplearning-modelsA collection of various deep learning architectures, models, and tips
Jupyter Notebook MIT License UpdatedMay 4, 2022 -
ISTA-Net-PyTorch Public
Forked from jianzhangcs/ISTA-Net-PyTorchISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR2018 (PyTorch Code)
Python UpdatedMay 1, 2022 -
BlochBuster Public
Forked from bretglun/BlochBusterGraphical simulation of NMR Bloch equations written in Python
Python GNU General Public License v3.0 UpdatedApr 5, 2022 -
gradio Public
Forked from gradio-app/gradioCreate UIs for your machine learning model in Python in 3 minutes
Python Apache License 2.0 UpdatedMar 23, 2022 -
DCDicL_denoising Public
Forked from natezhenghy/DCDicL_denoisingOfficial implementation of Deep Convolutional Dictionary Learning for Image Denoising.
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poolformer Public
Forked from sail-sg/poolformerPoolFormer: MetaFormer is Actually What You Need for Vision (CVPR 2022)
Jupyter Notebook Apache License 2.0 UpdatedMar 2, 2022 -
COAST Public
Forked from jianzhangcs/COASTCOAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing, TIP2021 [PyTorch Code]
Python UpdatedMar 2, 2022 -
MoDL_PyTorch Public
Forked from bo-10000/MoDL_PyTorchPyTorch implementation of MoDL: Model Based Deep Learning Architecture for Inverse Problems
Python UpdatedJan 30, 2022