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@MLI-lab Machine Learning and Information Processing Laboratory

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    40 repositories

    • OT-next-data

      Public
      Dataset preparation, verification, and teacher-model evaluation with Harbor on HPC clusters.
      Python
      •1•3•0•2•Updated Oct 27, 2026Oct 27, 2026

    • pddr

      Public
      Piecewise Dynamic Diffusion Regularization for Reconstruction of Cardiac Cine MRI
      Python
      •
      BSD 2-Clause "Simplified" License
      •1•2•0•0•Updated Sep 26, 2026Sep 26, 2026

    • robust_diffusion_prior_based_3d_mri

      Public
      Python
      •0•0•0•0•Updated Sep 18, 2026Sep 18, 2026

    • fetal_magnetocardiography

      Public
      Signal Reconstruction Framework for Fetal Magnetocardiography
      Python
      •1•0•0•0•Updated Sep 16, 2026Sep 16, 2026

    • TReconLM

      Public
      TReconLM: Trace reconstruction using next-token prediction for DNA data storage.
      Python
      •0•3•0•0•Updated Jun 4, 2026Jun 4, 2026

    • ProPicker

      Public
      Prompt-based segmentation and fine-tuning for data-efficient and flexible particle picking in cryo-ET tomograms
      deep-learningcryo-emcryo-et
      deep-learningcryo-emcryo-etparticle-pickingpromptable-segmentation
      Jupyter Notebook
      •2•14•1•0•Updated Mar 30, 2026Mar 30, 2026

    • DistributedFunSearch

      Public
      A scalable multi-node asynchronous implementation of DeepMind’s FunSearch using RabbitMQ.
      rabbitmqevolutionary-algorithmsasynchronous-computing
      rabbitmqevolutionary-algorithmsasynchronous-computingfunsearch
      Python
      •2•7•0•0•Updated Mar 25, 2026Mar 25, 2026

    • TTRA_evaluation

      Public
      0•0•0•0•Updated Mar 12, 2026Mar 12, 2026

    • DeepETPicker_ProPicker

      Public
      Python
      •
      GNU General Public License v3.0
      •10•0•0•0•Updated Dec 1, 2025Dec 1, 2025

    • data_filtering_for_accelerated_mri

      Public
      Jupyter Notebook
      •
      MIT License
      •0•3•0•0•Updated Oct 1, 2025Oct 1, 2025

    • BESSer_hackers

      Public
      Huawei Hackathon Repo
      Python
      •0•0•0•0•Updated Sep 29, 2025Sep 29, 2025

    • deep_inverse_book.github.io

      Public
      Jupyter Notebook
      •4•30•0•0•Updated Sep 18, 2025Sep 18, 2025

    • DeepDeWedge

      Public
      Self-supervised deep learning for denoising and missing wedge reconstruction of cryo-ET tomograms
      deep-learningtomographydenoising
      deep-learningtomographydenoisingcryo-etself-supervised-learningmissing-wedge
      Jupyter Notebook
      •
      BSD 2-Clause "Simplified" License
      •18•56•10•3•Updated Jul 29, 2025Jul 29, 2025

    • flow_based_signal_recovery

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated May 30, 2025May 30, 2025

    • MRI_MotionTTT

      Public
      Jupyter Notebook
      •
      BSD 2-Clause "Simplified" License
      •2•13•0•0•Updated May 28, 2025May 28, 2025

    • PMoC3D

      Public
      Python
      •
      MIT License
      •0•1•0•0•Updated May 16, 2025May 16, 2025

    • LLM_data_bias

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated May 15, 2025May 15, 2025

    • resolution_robust_3d_mri

      Public
      Python
      •2•4•1•0•Updated Dec 30, 2024Dec 30, 2024

    • TTT_Denoising

      Public
      Jupyter Notebook
      •0•12•1•0•Updated Dec 12, 2024Dec 12, 2024

    • imaging_MLPs

      Public
      Jupyter Notebook
      •
      MIT License
      •2•9•0•0•Updated Mar 12, 2024Mar 12, 2024

    • cinemri

      Public
      Python
      •3•14•0•0•Updated Jan 10, 2024Jan 10, 2024

    • mri_data_diversity

      Public
      Python
      •
      Apache License 2.0
      •0•2•0•0•Updated Dec 14, 2023Dec 14, 2023

    • sample_complexity_ss_recon

      Public
      Jupyter Notebook
      •0•5•1•0•Updated Oct 27, 2023Oct 27, 2023

    • robust_reconstructors_via_jittering

      Public
      Python
      •
      Apache License 2.0
      •0•1•0•0•Updated Jul 25, 2023Jul 25, 2023

    • recalibrating_conformal_prediction

      Public
      QTC: Test-time recalibration of conformal predictors under distribution shift based on unlabeled examples
      Jupyter Notebook
      •2•3•0•0•Updated Oct 29, 2022Oct 29, 2022

    • monotonic_risk_relationships

      Public
      Jupyter Notebook
      •1•1•0•0•Updated Oct 16, 2022Oct 16, 2022

    • Scaling_Laws_For_Deep_Learning_Based_Image_Reconstruction

      Public
      Jupyter Notebook
      •0•5•0•0•Updated Sep 27, 2022Sep 27, 2022

    • early_stopping_double_descent

      Public
      Code for reproducing figures and results in the paper ``Early stopping in deep networks: Double descent and how to eliminate it''
      Jupyter Notebook
      •7•15•5•2•Updated Jun 27, 2022Jun 27, 2022

    • regularization-wise_double_descent

      Public
      Jupyter Notebook
      •0•0•1•0•Updated May 12, 2022May 12, 2022

    • ttt_for_deep_learning_cs

      Public
      Jupyter Notebook
      •3•17•0•0•Updated Apr 27, 2022Apr 27, 2022
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