Author

Yake Wei

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Preprint Sep 2026

Gestalt: Large Multimodal Interplay Model

In this paper, we propose Gestalt, a new paradigm of large multimodal model built around multimodal interplay. Despite rapid advances, large multimodal models are reaching a bottleneck: existing approaches focus primarily on accommodating additional modalities while overlooking the distinct characteristics of each moda...

Ze-Qun Yang, Yu-Zhuo Miao, Hao-Cheng Ni et al. · 0 citations

Jul 2026

Segmentation before Answering: Pixel Grounding for MLLM Visual Reasoning

This paper proposes SegAnswer, which shifts the unit of zoom-in from the popular bounding box to pixel-level segmentation mask, and demonstrates its capability for reliable pixel grounding.

Yake Wei, Yuan Wang, Fengyun Rao et al. · arXiv.org · 0 citations