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@KGML-lab

KGML Lab

Knowledge-guided Machine Learning Lab

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  1. VLM4Bio VLM4Bio Public

    Forked from Imageomics/VLM4Bio

    [NeurIPS 2024]

    Python

  2. phylo-diffusion phylo-diffusion Public

    Forked from Imageomics/phylo-diffusion

    Code Repository for Phylo-Diffusion. Accepted at ECCV 2024

    Python

  3. MEMTrack MEMTrack Public

    Forked from sawhney-medha/MEMTrack

    Bacteria Detection and Tracking in complex environments such as Collagen

    Jupyter Notebook 2

  4. Generalized-Forward-Inverse-Framework-for-DL4SI Generalized-Forward-Inverse-Framework-for-DL4SI Public

    [ICLR 2025] This is the official repository for the paper “A Unified Framework for Forward and Inverse Problems in Subsurface Imaging Using Latent Space Translations." This work proposes a generali…

    Jupyter Notebook 14 3

  5. CellForceEstimation CellForceEstimation Public

    [PNAS 2026]

    Python

  6. LakeFM LakeFM Public

    [KDD 2026] Toward Domain-specific Foundation Models capable of handling irregular multivariate multi-depth time-series data

    Python 2 2

Repositories

Showing 10 of 15 repositories
  • KGML-lab.github.io Public
    KGML-lab/KGML-lab.github.io's past year of commit activity
    HTML 0 MIT 1 0 0 Updated Oct 19, 2026
  • LakeFM Public

    [KDD 2026] Toward Domain-specific Foundation Models capable of handling irregular multivariate multi-depth time-series data

    KGML-lab/LakeFM's past year of commit activity
    Python 2 MIT 2 0 0 Updated Aug 21, 2026
  • BioAdapter Public Forked from tencent-ailab/IP-Adapter

    The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt.

    KGML-lab/BioAdapter's past year of commit activity
    Jupyter Notebook 0 Apache-2.0 441 0 0 Updated Jul 3, 2026
  • Knowledge-guided-Gen-AI-ICML-2026.github.io Public
    KGML-lab/Knowledge-guided-Gen-AI-ICML-2026.github.io's past year of commit activity
    HTML 0 CC0-1.0 0 0 0 Updated Feb 11, 2026
  • MissTSM Public Forked from abhilash-neog/SparseTimeSeriesModeling

    [TMLR, 2026] Simple, model-agnostic approach for modeling partially observed time series without explicit imputation or complex architectures.

    KGML-lab/MissTSM's past year of commit activity
    Python 1 MIT 1 0 0 Updated Jan 17, 2026
  • Generalized-Forward-Inverse-Framework-for-DL4SI Public

    [ICLR 2025] This is the official repository for the paper “A Unified Framework for Forward and Inverse Problems in Subsurface Imaging Using Latent Space Translations." This work proposes a generalized framework to solve forward and inverse problems, utilizing the latent space. We also propose an invertible architecture for the OpenFWI dataset.

    KGML-lab/Generalized-Forward-Inverse-Framework-for-DL4SI's past year of commit activity
    Jupyter Notebook 14 3 1 0 Updated Apr 25, 2025
  • MEMTrack Public Forked from sawhney-medha/MEMTrack

    Bacteria Detection and Tracking in complex environments such as Collagen

    KGML-lab/MEMTrack's past year of commit activity
    Jupyter Notebook 2 MIT 1 0 0 Updated Apr 9, 2025
  • Fluorescent-Cell-Mask-Generation Public

    Code to generate fluorescent sasks from phase images of cells

    KGML-lab/Fluorescent-Cell-Mask-Generation's past year of commit activity
    Python 0 0 0 0 Updated Jan 28, 2025
  • CellForceEstimation Public

    [PNAS 2026]

    KGML-lab/CellForceEstimation's past year of commit activity
    Python 0 0 0 0 Updated Oct 23, 2024
  • phylo-diffusion Public Forked from Imageomics/phylo-diffusion

    Code Repository for Phylo-Diffusion. Accepted at ECCV 2024

    KGML-lab/phylo-diffusion's past year of commit activity
    Python 0 MIT 2 0 0 Updated Sep 6, 2024
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