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cs.CV2026
Spotlight and Shadow: Attention-Guided Dual-Anchor Introspective Decoding for MLLM Hallucination Mitigation
Yebo Wu, Han Jin, Zhijiang Guo +1
Multimodal Large Language Models (MLLMs) have demonstrated remarkable reasoning capabilities yet continue to suffer from hallucination, where generated text contradicts visual cont…
cs.CV2022
Scene Graph Modification as Incremental Structure Expanding
Xuming Hu, Zhijiang Guo, Yu Fu +2
A scene graph is a semantic representation that expresses the objects, attributes, and relationships between objects in a scene. Scene graphs play an important role in many cross m…