Smart-Insertion-V is a dual-stream closed-loop framework with Dual-World-View RoPE and a Decoupled Guidance Module that inserts reference objects into videos while achieving stylistic harmony despite domain gaps.
Denoising diffusion proba- bilistic models
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2representative citing papers
A U-GNN diffusion policy trained on primal-dual expert samples generates near-optimal, near-feasible stochastic power allocations for ergodic wireless networks and transfers across QoS and size.
citing papers explorer
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Smart-Insertion-V: Photorealistic Video Insertion via a Closed-Loop Feedback Dual-Stream Framework
Smart-Insertion-V is a dual-stream closed-loop framework with Dual-World-View RoPE and a Decoupled Guidance Module that inserts reference objects into videos while achieving stylistic harmony despite domain gaps.
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Graph Signal Diffusion Models for Wireless Resource Allocation
A U-GNN diffusion policy trained on primal-dual expert samples generates near-optimal, near-feasible stochastic power allocations for ergodic wireless networks and transfers across QoS and size.