🏢 NAVER AI Lab
Polyhedral Complex Derivation from Piecewise Trilinear Networks
·2972 words·14 mins·
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Computer Vision
3D Vision
🏢 NAVER AI Lab
This paper presents a novel method for analytically extracting meshes from neural implicit surface networks using trilinear interpolation, offering theoretical insights and practical efficiency.
Direct Unlearning Optimization for Robust and Safe Text-to-Image Models
·4016 words·19 mins·
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AI Generated
Computer Vision
Image Generation
🏢 NAVER AI Lab
Direct Unlearning Optimization (DUO) robustly removes unsafe content from text-to-image models by using paired image data and output-preserving regularization, effectively defending against adversaria…