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20212026
most citedUnveiling the Potential of Structure Preserving for Weakly Supervised Object Localization

8 citations · 13 across the 16 of their papers we have counts for

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19 papers · 1 filter

cs.CV2026

Object-Uni: A Unified Model for Object-Centric Spatial Understanding and Controllable Generation

Mining Tan, Yinuo Wang, Ziqi Zhou +6

Unified models for visual understanding and generation have made rapid progress, yet they still lack the ability to understand and manipulate the spatial states of object instances…

cs.CV2026

Sissi: Zero-shot Style-guided Image Synthesis via Semantic-style Integration

Yingying Deng, Xiangyu He, Fan Tang +2

Text-guided image generation has advanced rapidly with large-scale diffusion models, yet achieving precise stylization with visual exemplars remains difficult. Existing approaches…

cs.CV2025

Inversion-Free Style Transfer with Dual Rectified Flows

Yingying Deng, Xiangyu He, Fan Tang +2

Style transfer, a pivotal task in image processing, synthesizes visually compelling images by seamlessly blending realistic content with artistic styles, enabling applications in p…

cs.CV2025

Multi-turn Consistent Image Editing

Zijun Zhou, Yingying Deng, Xiangyu He +2

Many real-world applications, such as interactive photo retouching, artistic content creation, and product design, require flexible and iterative image editing. However, existing i…

cs.CV2025

Z-Magic: Zero-shot Multiple Attributes Guided Image Creator

Yingying Deng, Xiangyu He, Fan Tang +1

The customization of multiple attributes has gained popularity with the rising demand for personalized content creation. Despite promising empirical results, the contextual coheren…

cs.CV2025

IP-Prompter: Training-Free Theme-Specific Image Generation via Dynamic Visual Prompting

Yuxin Zhang, Minyan Luo, Weiming Dong +6

The stories and characters that captivate us as we grow up shape unique fantasy worlds, with images serving as the primary medium for visually experiencing these realms. Personaliz…