3 papers
cs.CV2025
Boomda: Balanced Multi-objective Optimization for Multimodal Domain Adaptation
Jun Sun, Xinxin Zhang, Simin Hong +2
Multimodal learning, while contributing to numerous success stories across various fields, faces the challenge of prohibitively expensive manual annotation. To address the scarcity…
cs.CV2025
Robust ID-Specific Face Restoration via Alignment Learning
Yushun Fang, Lu Liu, Xiang Gao +5
The latest developments in Face Restoration have yielded significant advancements in visual quality through the utilization of diverse diffusion priors. Nevertheless, the uncertain…
cs.CV2025
TD-BFR: Truncated Diffusion Model for Efficient Blind Face Restoration
Ziying Zhang, Xiang Gao, Zhixin Wang +2
Diffusion-based methodologies have shown significant potential in blind face restoration (BFR), leveraging their robust generative capabilities. However, they are often criticized…