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cs.CV2025
Can MLLMs Find Their Way in a City? Exploring Emergent Navigation from Web-Scale Knowledge
Dwip Dalal, Utkarsh Mishra, Narendra Ahuja +1
Leveraging multimodal large language models (MLLMs) to develop embodied agents offers significant promise for addressing complex real-world tasks. However, current evaluation bench…
cs.CV2025
Language-driven Description Generation and Common Sense Reasoning for Video Action Recognition
Xiaodan Hu, Chuhang Zou, Suchen Wang +2
Recent video action recognition methods have shown excellent performance by adapting large-scale pre-trained language-image models to the video domain. However, language models con…