SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation

• Published in: Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) pp. 8069 - 8078
• Main Authors: Zhang, Yuxuan, Song, Yiren, Liu, Jiaming, Wang, Rui, Yu, Jinpeng, Tang, Hao, Li, Huaxia, Tang, Xu, Hu, Yao, Pan, Han, Jing, Zhongliang
• Format: Conference Proceeding
• Language: English
• Published: IEEE 16.06.2024
• Subjects: Adaptation models; Computer vision; Ecosystems; Feature extraction; Image coding; Image synthesis; Training

Recent advancements in subject-driven image generation have led to zero-shot generation, yet precise selection and focus on crucial subject representations remain challenging. Addressing this, we introduce the SSR-Encoder, a novel architecture designed for selectively capturing any subject from sing...