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TARS: MinMax Token-Adaptive Preference Strategy for MLLM Hallucination Reduction

Kejia Zhang, Keda Tao, Zhiming Luo, Chang Liu, Jiasheng Tang, Huan Wang

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TARS: MinMax Token-Adaptive Preference Strategy for MLLM Hallucination Reduction

Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs

Kejia Zhang, Keda Tao, Jiasheng Tang, Huan Wang

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Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs

Towards Adversarial Robustness via Debiased High-Confidence Logit Alignment

Kejia Zhang, Juanjuan Weng, Shaozi Li, Zhiming Luo

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Towards Adversarial Robustness via Debiased High-Confidence Logit Alignment

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