✏️ Knowledge Editing

🎞️ ECCV2026 · 1 paper notes

📌 Same area in other venues: 📷 CVPR2026 (2) · 🔬 ICLR2026 (15) · 💬 ACL2026 (10) · 🧪 ICML2026 (8) · 🤖 AAAI2026 (4) · 🧠 NeurIPS2025 (6)

Leveraging Cross-Modal Knowledge Transfer for Knowledge-Aware Concept Customization

Addressing the instability and lack of semantic reasoning in conventional rare-token concept customization, this paper introduces the knowledge-aware concept customization task alongside MoKus, a two-stage framework that leverages cross-modal knowledge transfer to project diverse natural language knowledge onto a visual anchor via closed-form model editing, achieving efficient and high-fidelity customized generation.