Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency

20 May 2025

Papers citing "Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency"

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Title
PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training Cong Chen Mingyu Liu Chenchen Jing Y. Zhou Fengyun Rao Hao Chen Bo Zhang Chunhua Shen MLLM AAML VLM 164 8 0 09 Mar 2025
NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples Baiqi Li Zhiqiu Lin Wenxuan Peng Jean de Dieu Nyandwi Daniel Jiang Zixian Ma Simran Khanuja Ranjay Krishna Graham Neubig Deva Ramanan AAML CoGe VLM 296 37 0 18 Oct 2024