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cs.CV2026
PACE: Pareto-Adaptive Compression for Efficient Native MLLMs
Lei Tian, Chunzheng Zhu, Kai Wu +2
Native multimodal large language models (native MLLMs) jointly encode visual and linguistic sequences within a unified autoregressive Transformer, emerging as a promising paradigm…
cs.CV2026
MIRA: Medical Image Reflection for Agentic Diagnosis
Shengzhi Wang, Jun Yang, Kai Wu +11
Medical visual agents can use tools to inspect images and retrieve external knowledge, but indiscriminate tool use may introduce noisy or misleading evidence. Reliable diagnosis th…