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Wuyue Zhao

2 accepted papers

2025

ALTo: Adaptive-Length Tokenizer for Autoregressive Mask Generation

NeurIPS 2025poster

While humans effortlessly draw visual objects and shapes by adaptively allocating attention based on their complexity, existing multimodal large language models (MLLMs) remain constrained by rigid token representations. Bridging this gap, we propose ALTo, an adaptive length tokenizer for autoregress…

Cited by 0SourcecodeScholar
2025

HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal Model

ICCV 2025poster

The remarkable performance of large multimodal models (LMMs) has attracted significant interest from the image segmentation community.To align with the next-token-prediction paradigm, current LMM-driven segmentation methods either use object boundary points to represent masks or introduce special se…