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Jihan Yin

2 accepted papers

2024

Detecting and Preventing Hallucinations in Large Vision Language Models

AAAI 2024technical

Instruction tuned Large Vision Language Models (LVLMs) have significantly advanced in generalizing across a diverse set of multi-modal tasks, especially for Visual Question Answering (VQA). However, generating detailed responses that are visually grounded is still a challenging task for these models…

2021

NBDT: Neural-Backed Decision Tree

ICLR 2021poster

Machine learning applications such as finance and medicine demand accurate and justifiable predictions, barring most deep learning methods from use. In response, previous work combines decision trees with deep learning, yielding models that (1) sacrifice interpretability for accuracy or (2) sacrific…