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cs.CV2026
Intervention-Aware Multiscale Representation Learning from Imaging Phenomics and Perturbation Transcriptomics
Jiayuan Chen, Ruoqi Liu, Zishan Gu +1
Microscopy-based phenotypic profiling is scalable for drug discovery but lacks the mechanistic depth of transcriptomics, which remains costly and scarce. Existing multimodal approa…
cs.CV2024
MedVH: Towards Systematic Evaluation of Hallucination for Large Vision Language Models in the Medical Context
Zishan Gu, Changchang Yin, Fenglin Liu +1
Large Vision Language Models (LVLMs) have recently achieved superior performance in various tasks on natural image and text data, which inspires a large amount of studies for LVLMs…