Rensselaer Polytechnic Institute

Cryo-EM pose estimation conditioned on a reference volume handed in at inference, assigning particle orientations zero-shot on unseen structures.

Codon language model trained with synonymous-codon-constrained masking, so its embeddings encode nucleotide-level signal, not amino acid identity.

Transformer pretrained on raw fNIRS brain signals that scores procedural skill and transfers to unseen surgical procedures via a tiny adapter.

Non-coding RNA language model using masked discrete diffusion to unify sequence generation with representation learning, trained on 30M ncRNAs.

865M-parameter multimodal foundation model that fuses 3D low-dose chest CT with clinical data to answer 17 lung cancer screening questions.

Imaging-genetics foundation model pairing SNP genotypes with brain-MRI phenotypes by contrastive learning to surface many-to-many associations.