Eastern Institute of Technology, Ningbo

🏛 Eastern Institute of Technology, Ningbo

2 papers across 1 session

Poster Session 3

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

The Mirage of Performance Gains: Why Contrastive Decoding Fails to Mitigate Object Hallucinations in MLLMs?

#1411 · Hao Yin, Guangzong Si, Zilei Wang

Contrastive decoding fails to mitigate object hallucinations in MLLMs—apparent improvements stem from misleading factors rather than genuine effectiveness.

Diff-ICMH: Harmonizing Machine and Human Vision in Image Compression with Generative Prior

#5200 · Ruoyu Feng, Yunpeng Qi, Jinming Liu, Yixin Gao, Xin Li, Xin Jin, Zhibo Chen