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20242026
most citedJust Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models

1 citations · 2 across the 5 of their papers we have counts for

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cs.CV2026

PerturbBridge: Direct Phenotypic Supervision for Cellular Perturbation Generation

Yucheng Yang, Xiaoxiao Sun, Huangqingbo Sun +3

Virtual cell models should capture phenotypes induced by specific perturbations. However, image-based models are typically trained and evaluated to match real-image distributions,…

cs.CV2026

DataComp-VLM: Improved Open Datasets for Vision-Language Models

Matteo Farina, Vishaal Udandarao, Thao Nguyen +33

Building performant Vision-Language Models (VLMs) requires carefully curating large-scale training datasets, yet the community lacks systematic benchmarks for evaluating such curat…