Preserving DEG Rankings for Gene Discovery in Histology-Based Spatial Gene Expression Prediction

arXiv:2609.33928 · cs.CV · Submitted 2026-09-27 · Read on arXiv

cs.CV

Submitted: 2026-09-27

Updated: 2026-09-27

Comments: Accepted to NeurIPS 2026

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Ablation — 6× in this paper · explained in 1 episode
Clustering — 6× in this paper · explained in 2 episodes
Consistency — 5× in this paper · explained in 3 episodes
Objective Function — 5× in this paper · explained in 2 episodes
Adam — 4× in this paper · explained in 2 episodes
Foundation Model — 3× in this paper · explained in 3 episodes
Generalization — 3× in this paper · explained in 13 episodes
Regularization — 3× in this paper · explained in 3 episodes
Representation Learning — 3× in this paper · explained in 2 episodes
Transformer — 3× in this paper · explained in 2 episodes
Alignment — 2× in this paper · explained in 1 episode
Contrastive Learning — 2× in this paper · explained in 5 episodes
Pearson Correlation Coefficient — 2× in this paper
Benchmarking — 1× in this paper · explained in 3 episodes
Diffusion Model — 1× in this paper · explained in 8 episodes
Diffusion Models — 1× in this paper · explained in 6 episodes
Embeddings — 1× in this paper · explained in 2 episodes
Flow Matching — 1× in this paper · explained in 8 episodes
Generalizability — 1× in this paper · explained in 6 episodes
Generative Modeling — 1× in this paper · explained in 3 episodes
Image-based Differentially Expression Ranking — 1× in this paper
Mean Squared Error — 1× in this paper
Pairwise Comparisons — 1× in this paper · explained in 2 episodes

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