2 papers
cs.LG2026
Reading the Cell, Designing the Cure: Perturbation-Conditioned Molecular Diffusion for Function-Oriented Drug Design
Ziyu Xu, Zijian Zhang, Liang Wang +3
When reliable target structures are unavailable at scale or phenotypes arise from dysregulated pathways, transcriptomic perturbations provide a system-level functional readout for…
cs.CV2024
Focusing Image Generation to Mitigate Spurious Correlations
Xuewei Li, Zhenzhen Nie, Mei Yu +4
Instance features in images exhibit spurious correlations with background features, affecting the training process of deep neural classifiers. This leads to insufficient attention…