Kavli Affiliate: Yuchong Tai | First 5 Authors: Tianqin Li, Tianqin Li, , , | Summary: Despite remarkable progress in computer vision, modern recognition systems remain fundamentally limited by their dependence on rich, redundant visual inputs. In contrast, humans can effortlessly understand sparse, minimal representations like line drawings, suggesting that structure, rather than appearance, underlies […]
Continue.. Learning More by Seeing Less: Structure First Learning for Efficient, Transferable, and Human-Aligned Vision