2 papers
cs.CV2026
Nexus: Structured Synergy for Efficient Text-to-Image Generation using Rectified Flow Model
Yizhao Wang
Diffusion and flow matching models have made significant progress in text-to-image generation, yet high computation, quadratic complexity, and large memory footprint hinder high-re…
cs.CV2026
Beyond Similarity Matching: Structured Reasoning for Open-Vocabulary Referring Segmentation in 3DGS
Yizhao Wang, Xinfa Wang, Jingbo Wang +4
Open-vocabulary referring segmentation in 3D Gaussian Splatting (3DGS) requires a neural model to select Gaussian primitives according to free-form language expressions. Existing 3…