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20242026
most citedRS-MoE: A Vision-Language Model with Mixture of Experts for Remote Sensing Image Captioning and Visual Question Answering

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cs.CV2026

Latent Noise Mask for Reducing Visual Redundancy in Multimodal Large Language Models

Kai Jiang, Ruishu Zhu, Siqi Huang +2

Multimodal large language models (MLLMs) often fail in fine-grained visual reasoning, as question-relevant visual cues are diluted by dense and redundant image tokens. Recent multi…