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title
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2026-01-06 15:30:55
raw text
Boundary Attention Dark Mode Navigate Return to Top 1. Introduction 2. Model Details a. Overview b. Junction Space c. Boundary Attention d. Training Data 3. Emergent Properties a. Natural Images b. Low Light Boundary Detection c. Output Boundaries d. Evolution of Boundaries e. Output Spatial Affinities f. Embedding of Junction Space 4. Misc Links arXiv - Code & Dataset - BibTex - Contact Info Boundary Attention Learning curves, corners, junctions and grouping Paper arXiv Code Dataset BibTeX Mia Gaia Polansky 1,2 , Charles Herrmann 1 , Junhwa Hur 1 , Deqing Sun 1 , Dor Verbin 1 , Todd Zickler 1 1 Google Research 2 Harvard University We introduce a form of local attention that infers unrasterized boundaries—including contours, corners and junctions—from the bottom-up. Input Smooth colors Boundaries Spatial affinities Unfolded ...
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