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Elaine Sui

2 accepted papers

2025

Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation

CVPR 2025poster

The rapid development of vision language models (VLMs) demands rigorous and reliable evaluation. However, current visual question answering (VQA) benchmarks often depend on open-ended questions, making accurate evaluation difficult due to the variability in natural language responses. To address thi…

2024

Connect, Collapse, Corrupt: Learning Cross-Modal Tasks with Uni-Modal Data

ICLR 2024poster

Building cross-modal applications is challenging due to limited paired multi-modal data. Recent works have shown that leveraging a pre-trained multi-modal contrastive representation space enables cross-modal tasks to be learned from uni-modal data. This is based on the assumption that contrastive op…