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🤖 AI·大模型 arXiv AI 2026-07-21

GMoT: Gated Motion-Aware Tokenization for Fine-Grained Micro-Gesture Video Reasoning with Multimodal LLMs

多模态大模型新突破，门控运动感知标记化精准分析微手势视频推理，已被顶级会议ACM MM 2026收录。

arXiv:2607.16322v1 Announce Type: cross Abstract: Micro-gesture recognition demands the detection of fleeting, spatially localized movements that are …

微手势识别门控运动感知多模态大模型视频推理细粒度识别

📝 深度技术 arXiv 计算机视觉 2026-06-25

V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning

不靠标准答案也能蒸馏？对比证据门控加持，让细粒度视觉推理在无标签场景下自举优化，高效又亮眼。

arXiv:2606.25319v1 Announce Type: new Abstract: Fine-grained visual reasoning requires multimodal large language models (MLLMs) to identify task-relev…

视觉推理知识蒸馏对比学习无标签训练多模态

📝 深度技术 arXiv 计算机视觉 2026-05-21

FruitEnsemble: MLLM-Guided Arbitration for Heterogeneous ensemble in Fine-Grained Fruit Recognition

将多模态大语言模型引入细粒度水果识别，通过仲裁机制实现异构集成，大幅提升准确率。

arXiv:2605.20892v1 Announce Type: new Abstract: Fine-grained fruit classification is a critical yet challenging task in agricultural computer vision, …

细粒度识别 mllm 集成学习计算机视觉水果识别

📅 日期

2026-05-20 2026-05-19

🐂 牛哥精选

GMoT: Gated Motion-Aware Tokenization for Fine-Grained Micro-Gesture Video Reasoning with Multimodal LLMs

V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning

FruitEnsemble: MLLM-Guided Arbitration for Heterogeneous ensemble in Fine-Grained Fruit Recognition

📅 日期