most citedNonconvex One-bit Single-label Multi-label Learning

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cs.CV2026

Correcting Visual Blur Induced by Attention Distraction to Reduce Hallucinations: Algorithm and Theory

Quanjiang Li, Zhiming Liu, Wei Luo +2

Multimodal large language models (MLLMs) frequently suffer from object hallucinations, yet the visual perceptual mechanism underlying this failure remains poorly understood. In thi…