3 papers
cs.CV2026
TimeWeaver: Age-Consistent Reference-Based Face Restoration with Identity Preservation
Teer Song, Yue Zhang, Yu Tian +6
Recent progress in face restoration has shifted from visual fidelity to identity fidelity, driving a transition from reference-free to reference-based paradigms that condition rest…
cs.CV2026
MeInTime: Bridging Age Gap in Identity-Preserving Face Restoration
Teer Song, Yue Zhang, Yu Tian +6
To better preserve an individual's identity, face restoration has evolved from reference-free to reference-based approaches, which leverage high-quality reference images of the sam…
cs.CV2025
Lego-Edit: A General Image Editing Framework with Model-Level Bricks and MLLM Builder
Qifei Jia, Yu Liu, Yajie Chai +6
Instruction-based image editing has garnered significant attention due to its direct interaction with users. However, real-world user instructions are immensely diverse, and existi…