MLBio Lab
- 37 followers
- Switzerland
- https://brbiclab.epfl.ch/
Popular repositories Loading
-
Aristotelian
Aristotelian Public[ICML 2026] We revisit the Platonic Representation Hypothesis using calibrated representational similarity metrics with statistical guarantees.
Repositories
- COMPASS Public
[NeurIPS 2026] COMPASS is a cheap and theoretically grounded pre-transfer diagnostic that predicts whether two pretrained models will align or merge successfully by measuring local k-NN agreement through pair-specific ease and paradigm-level ceiling.
- Aristotelian Public
[ICML 2026] We revisit the Platonic Representation Hypothesis using calibrated representational similarity metrics with statistical guarantees.
- PORTAL Public
[NeurIPS 2026] PORTAL shows that multimodal-LLM projector alignment is largely coarse distribution matching, enabling a training-free optimal-transport initialization that skips paired Stage-I data while matching the standard trained pipeline.
- HeurekaBench Public
[ICLR 2026] A framework to "create benchmarks" and "evaluate AI co-scientists" in experimental data-driven real-world scientific research.
- PACER Public
- 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.
- COSMIC Public
- systema Public
Top languages
Loading…
Most used topics
Loading…