Si, Guangzong
- ClearSight: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language Models
2025/03/17 by Yin, Hao, Si, Guangzong, Wang, Zilei · 9 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Lifting the Veil on Visual Information Flow in MLLMs: Unlocking Pathways to Faster Inference
2025/03/17 by Yin, Hao, Si, Guangzong, Wang, Zilei · 6 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- The Mirage of Performance Gains: Why Contrastive Decoding Fails to Mitigate Object Hallucinations in MLLMs?
2025/04/14 by Hao Yin, Guangyao Si, Yin, Hao +3 · 2 citations
Neuroscience · Psychology · #Artificial Intelligence (cs.AI) #Cognitive Functions and Memory #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences