AIBullisharXiv – CS AI · 6h ago7/10
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VLM3: Vision Language Models Are Native 3D Learners
Researchers introduce VLM3, a method that enables standard Vision Language Models to effectively learn 3D tasks through simple techniques like focal length unification and text-based pixel references, eliminating the need for complex task-specific architectures. The approach advances depth estimation accuracy and enables diverse 3D capabilities while maintaining standard VLM architecture, suggesting a paradigm shift toward simpler, more scalable 3D learning.