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Unified MLLM

2 papers across 2 sessions

Poster Session 1

1 paper
Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations
#4807 · Jiaming Han, Hao Chen, Yang Zhao, Hanyu Wang, Qi Zhao, Ziyan Yang, Hao He, Xiangyu Yue, Lu Jiang

We propose a text-aligned visual representation to unify both visual understanding and generation within a single MLLM.

Poster Session 3

1 paper
Thursday, December 4, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO
#4800 · Yicheng Xiao, Lin Song, Yukang Chen, Yingmin Luo, Yuxin Chen, Yukang Gan, Wei Huang, Xiu Li, Xiaojuan Qi, Ying Shan