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cs.CV2026
Mitigating Object Hallucinations in LVLMs via Attention Imbalance Rectification
Han Sun, Qin Li, Peixin Wang +1
Object hallucination in Large Vision-Language Models (LVLMs) severely compromises their reliability in real-world applications, posing a critical barrier to their deployment in hig…
cs.CV2024
High-Discriminative Attribute Feature Learning for Generalized Zero-Shot Learning
Yu Lei, Guoshuai Sheng, Fangfang Li +3
Zero-shot learning(ZSL) aims to recognize new classes without prior exposure to their samples, relying on semantic knowledge from observed classes. However, current attention-based…