3 papers
cs.CV2026
SketchSense: Learning to Interpret Imperfect Sketch Guidance for Image Inpainting
Zian Yang
Sketch-guided image inpainting provides intuitive structural control, yet real sketches often mix reliable global intent with locally crowded, displaced, incomplete, or deliberatel…
cs.CV2026
SmartFont: Dynamic Condition Allocation for Few-Shot Font Generation
Zian Yang, Zixin Wang
Few-shot font generation simultaneously requires global structural completeness and fine-grained local style fidelity. Existing methods usually either rely on global content-style…
cs.CV2025
Improving VQA Reliability: A Dual-Assessment Approach with Self-Reflection and Cross-Model Verification
Xixian Wu, Yang Ou, Pengchao Tian +4
Vision-language models (VLMs) have demonstrated significant potential in Visual Question Answering (VQA). However, the susceptibility of VLMs to hallucinations can lead to overconf…