Research map / Vision-language and multimodal

Robot action and navigation: research map

630 accepted papers on Robot action and navigation in Vision-language and multimodal, from ICML, NeurIPS, ICLR, CVPR and AAAI (2016–2026), grouped into 2 clusters and 6 approaches. The busiest year so far is 2026.

Within Vision-language and multimodal, its share grew from 4.8% in 2023–24 to 10.4% in 2025–26 (76 → 497 papers at ICML, NeurIPS, CVPR and AAAI, the venues with data for all four years).

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Approaches and key papers

Related topics in Vision-language and multimodal

• Human and embodied modeling (1,673)
• Visual question answering (546)
• Multimodal LLMs (2,371)
• CLIP and zero-shot (959)
• Cross-modal learning (1,303)