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Preprint Aug 2026

Universal Concept Disruption for SAM3 Image Segmentation

SAM3 extends promptable segmentation from geometry-driven mask prediction to open-vocabulary concept segmentation, where a text-conditioned grounding model decides whether a concept is present and segments all matching instances. While this presence-gated design improves concept-level prediction, its adversarial robust...

Hao Wang, Yuxuan Zhang, Wei Yang · 0 citations
Open access Jun 2025

A Quantum Annealing Approach for Solving Optimal Feature Selection and Next Release Problems

Search-based software engineering (SBSE) tackles critical optimization problems in software engineering, including the next release problem (NRP) and feature selection problem (FSP). Traditional heuristic approaches and integer linear programming (ILP) methods work well for small- to medium-scale problems but face grow...

Shu-Chang Wang, Xiao-Peng Qiu, Yina Xue et al. · 1 citation

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