IPC Lab

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10 repositories

private-ml-for-health
Public
Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)
machine-learning privacy squeezenet differential-privacy medical-image-processing diabetic-retinopathy-detection medical-application diabetic-retinopathy deep-neural-network federated-learning
Python
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MIT License
•17•72•1•0•Updated Feb 9, 2025Feb 9, 2025
collaborative-inference-oac
Public
Source code of the paper "Private Collaborative Edge Inference via Over-the-Air Computation".
machine-learning ensemble-learning wireless-communications differential-privacy multi-view-learning edge-inference over-the-air-computation collaborative-inference distributed-inference
Python
•0•1•0•0•Updated Jan 14, 2025Jan 14, 2025
deepjscc-diffusion
Public
Implementation of the paper "High Perceptual Quality Wireless Image Delivery with Denoising Diffusion Models"
Python
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MIT License
•1•8•0•0•Updated Sep 23, 2024Sep 23, 2024
deepjscc-wz
Public
Implementation of "Distributed Deep Joint Source-Channel Coding with Decoder-Only Side Information" paper (ICMLCN 2024)
deep-learning data-driven neural-networks wireless-communications wireless-communication jscc image-transmission end-to-end-communications-system joint-source-channel-coding deepjscc-wz
Python
•2•18•0•0•Updated Sep 20, 2024Sep 20, 2024
deepjscc-noma
Public
Implementation of "Distributed Deep Joint Source-Channel Coding over a Multiple Access Channel" paper (ICC 2023)
mac deep-learning autoencoder wireless-communications curriculum-learning noma non-orthogonal-multiple-access image-transmission multiple-access joint-source-channel-coding
Python
•4•25•0•0•Updated Oct 12, 2023Oct 12, 2023
NDIC-CAM
Public
Neural Distributed Image Compression using Cross-Attention Feature Alignment (NDIC-CAM) [WACV 2023]
compression information-theory distributed dsc image-compression side-information deep-learning pytorch
Python
•4•12•0•0•Updated Jul 19, 2022Jul 19, 2022
NDIC
Public
Neural Distributed Image Compression using Common Information (NDIC) [DCC 2022]
information-theory distributed dsc image-compression cityscapes kitti stereo-images side-information common-information-model compression
Python
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MIT License
•11•32•0•0•Updated Jul 10, 2022Jul 10, 2022
Brain-Segmentation
Public
Python
•0•0•0•0•Updated Sep 9, 2020Sep 9, 2020
gpu-monitor
Public
This is a tool intended to monitor the GPU usage on the various GPU-servers at the LIP6 Lab, Paris
PHP
•17•0•0•0•Updated May 19, 2020May 19, 2020
deepJSCC-feedback
Public
Joint Source-Channel Coding of Images With Feedback
Python
•6•11•0•0•Updated Apr 21, 2020Apr 21, 2020