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cs.CV2026
InstancePin: Instance-Addressable Layout-to-Image Diffusion via Coordinate Pinning
Chaoyue Wu, Yunfei Zhang, Si Wu
Layout-to-image diffusion models have achieved impressive semantic controllability by conditioning generation on category-level segmentation maps. However, such category-aligned co…
cs.CV2025
Discrete Prior-based Temporal-coherent Content Prediction for Blind Face Video Restoration
Lianxin Xie, Bingbing Zheng, Wen Xue +5
Blind face video restoration aims to restore high-fidelity details from videos subjected to complex and unknown degradations. This task poses a significant challenge of managing te…