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@mlbio-epfl

MLBio Lab

Machine Learning for Biomedicine Lab @ EPFL

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  1. turtle turtle Public

    [ICML 2024] Let Go of Your Labels with Unsupervised Transfer

    Python 81 7

  2. systema systema Public

    Jupyter Notebook 71 8

  3. LaMer LaMer Public

    [ICLR 2026] Meta-RL Induces Exploration in Language Agents

    Python 46 7

  4. Aristotelian Aristotelian Public

    We revisit the Platonic Representation Hypothesis using calibrated representational similarity metrics with statistical guarantees.

    Python 38 2

  5. LUNA LUNA Public

    Tissue reassembly with generative AI

    Python 32 9

  6. STRUCTURE STRUCTURE Public

    [NeurIPS 2025] TL;DR: Aligning pretrained unimodal models with the proposed framework using limited paired data yields ~52% gains in cross-modality zero-shot classification and ~92% in retrieval.

    Python 24 2

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