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cs.CV2026

SemVideo: Reconstructs What You Watch from Brain Activity via Hierarchical Semantic Guidance

Minghan Yang, Lan Yang, Ke Li +3

Reconstructing dynamic visual experiences from brain activity provides a compelling avenue for exploring the neural mechanisms of human visual perception. While recent progress in…

cs.CV2026

SynMind: Reducing Semantic Hallucination in fMRI-Based Image Reconstruction

Lan Yang, Minghan Yang, Ke Li +3

Recent advances in fMRI-based image reconstruction have achieved remarkable photo-realistic fidelity. Yet, a persistent limitation remains: while reconstructed images often appear…

cs.CV2025

Annotation-Free Human Sketch Quality Assessment

Lan Yang, Kaiyue Pang, Honggang Zhang +1

As lovely as bunnies are, your sketched version would probably not do them justice (Fig.~\ref{fig:intro}). This paper recognises this very problem and studies sketch quality assess…

cs.CV2024

VersaGen: Unleashing Versatile Visual Control for Text-to-Image Synthesis

Zhipeng Chen, Lan Yang, Yonggang Qi +4

Despite the rapid advancements in text-to-image (T2I) synthesis, enabling precise visual control remains a significant challenge. Existing works attempted to incorporate multi-face…

cs.CV2024

Wired Perspectives: Multi-View Wire Art Embraces Generative AI

Zhiyu Qu, Lan Yang, Honggang Zhang +3

Creating multi-view wire art (MVWA), a static 3D sculpture with diverse interpretations from different viewpoints, is a complex task even for skilled artists. In response, we prese…