MLBio Lab
Machine Learning for Biomedicine Lab @ EPFL
- 23 followers
- Switzerland
- https://brbiclab.epfl.ch/
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joint-inference
joint-inference Public[ICLR 2025] Large (Vision) Language Models are Unsupervised In-Context Learners
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- Aristotelian Public
We revisit the Platonic Representation Hypothesis using calibrated representational similarity metrics with statistical guarantees.
mlbio-epfl/Aristotelian’s past year of commit activity - HeurekaBench Public
[ICLR 2026] A framework to "create benchmarks" and "evaluate AI co-scientists" in experimental data-driven real-world scientific research.
mlbio-epfl/HeurekaBench’s past year of commit activity - 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.
mlbio-epfl/STRUCTURE’s past year of commit activity - joint-inference Public
[ICLR 2025] Large (Vision) Language Models are Unsupervised In-Context Learners
mlbio-epfl/joint-inference’s past year of commit activity
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