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@XiaoFuLab Xiao Fu Lab

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    12 repositories

    • Shared-Component-Analysis

      Public
      Official PyTorch code for the NeurIPS 2024 paper "Identifiable Shared Component Analysis of Unpaired Multimodal Mixtures" — recovering shared latent components …
      Python
      •1•2•0•0•Updated Aug 18, 2026Aug 18, 2026

    • FRESCO_Unregistered-Spectral-Image-Fusion

      Public
      Python
      •0•0•0•0•Updated May 22, 2026May 22, 2026

    • Radio-Map-Estimation-Untrained-Neural-Network

      Public
      IEEE SPL 2025 — Domain-factored untrained deep prior (Deep Decoder-style) for spectrum cartography / radio map estimation. PyTorch, demo notebook, sample .mat d…
      Python
      •1•1•0•0•Updated May 18, 2026May 18, 2026

    • Radio-map-simulator

      Public
      Synthetic spectrum-cartography data: multi-emitter radio maps with shadowing (NumPy). CLI, bulk .npz export, and Flask web UI. Companion to IEEE TSP / SPL paper…
      Python
      •2•4•0•0•Updated May 18, 2026May 18, 2026

    • Quantized-Radio-Map-Estimation-BTD-and-DGM

      Public
      IEEE TSP 2023 code — quantized radio map (SLF) estimation with block-term decomposition (BTD) and deep generative (GAN) priors; PyTorch.
      Python
      •1•10•1•0•Updated May 18, 2026May 18, 2026

    • MIMO-estimation-from-bits

      Public
      MATLAB
      •1•2•0•0•Updated Oct 5, 2025Oct 5, 2025

    • Identifiable-UDT

      Public
      Implementation of identifiable unsupervised domain translation from the paper "Towards Identifiable Unsupervised Domain Tranlsation: A diversified distribution …
      Jupyter Notebook
      •1•3•0•0•Updated Mar 2, 2024Mar 2, 2024

    • Deep-SC

      Public
      Spectrum cartography via a mix of model-based and deep learning aided method.
      MATLAB
      •4•1•0•0•Updated Aug 26, 2023Aug 26, 2023

    • federated_max_var_gcca

      Public
      Error feedback based quantization aided and convergence guaranteed Communication Efficient Federated Linear and Deep GCCA
      machine-learningdistributed-optimizationfederated-learning
      machine-learningdistributed-optimizationfederated-learning
      Jupyter Notebook
      •2•1•0•0•Updated Jul 22, 2023Jul 22, 2023

    • Antenna-Selection-and-Beamforming-with-BandB-and-ML

      Public
      Machine learning accelerated Branch and Bound for Joint beamforming and antenna selection
      machine-learningwireless-communication
      machine-learningwireless-communication
      Python
      •8•28•0•0•Updated Jul 20, 2023Jul 20, 2023

    • Frank-Wolfe-based-method-for-SD-MMV

      Public
      We solve separable NMF problem under convex relaxation in the form of self-dictionary multiple measurement vectors (SD-MMV), using Frank-Wolfe algorithm. It pos…
      C++
      •5•1•0•0•Updated May 23, 2022May 23, 2022

    • multiview_and_self-supervision

      Public
      multiview and self-supervised learning
      Python
      •
      Apache License 2.0
      •7•0•0•0•Updated May 8, 2022May 8, 2022
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