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20212026
most citedUnderstanding and Testing Generalization of Deep Networks on Out-of-Distribution Data

4 citations · 5 across the 6 of their papers we have counts for

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cs.CL2024

ODE: Open-Set Evaluation of Hallucinations in Multimodal Large Language Models

Yahan Tu, Rui Hu, Jitao Sang

Hallucination poses a persistent challenge for multimodal large language models (MLLMs). However, existing benchmarks for evaluating hallucinations are generally static, which may…

cs.CV2024

Prescribing the Right Remedy: Mitigating Hallucinations in Large Vision-Language Models via Targeted Instruction Tuning

Rui Hu, Yahan Tu, Shuyu Wei +2

Despite achieving outstanding performance on various cross-modal tasks, current large vision-language models (LVLMs) still suffer from hallucination issues, manifesting as inconsis…