AEGIS localizes sparse semantic-injecting attention heads in diffusion models and applies similarity-aware repulsion at those heads to block visual synonym jailbreaks while preserving benign generation.
Regularization paths for generalized linear models via coordinate descent
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
CONDITIONAL 2representative citing papers
QUACOD decomposes drone-scheduling QUBOs into small blocks solved by VQE and reports up to ~5x more drones and ~35x more routes than QUADRO, though the largest claim is overstated.
citing papers explorer
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AEGIS: A Mechanism-Guided Defense against Visual Synonym Jailbreaks in Text-to-Image Models
AEGIS localizes sparse semantic-injecting attention heads in diffusion models and applies similarity-aware repulsion at those heads to block visual synonym jailbreaks while preserving benign generation.
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QUACOD: Quantum Optimization via Coordinate Descent for Scalable Drone Scheduling
QUACOD decomposes drone-scheduling QUBOs into small blocks solved by VQE and reports up to ~5x more drones and ~35x more routes than QUADRO, though the largest claim is overstated.