3 papers
cs.CV2026
Astrolabe: Spherical-Map Guidance Across Diffusion Pipelines for Full-Body Capture from Unconstrained Images
Shuliang Zhu, Qi Wang, Ryugo Morita +1
Full-body capture from unconstrained photographs requires global correspondence across arbitrary views, poses, crops, and occlusions. Yet pose, geometry, and foundation features es…
cs.CV2026
Coarse Semantic Injection for LLM-Conditioned Structured Indoor Prediction
Shuliang Zhu, Tomiwa Adey, Jinjia Zhou
Large language models (LLMs) have recently been used as structured decoders for indoor understanding from 3D point-token inputs. However, point cloud encoders often under-represent…
cs.CV2025
Adaptive Sampling Scheduler
Qi Wang, Shuliang Zhu, Jinjia Zhou
Consistent distillation methods have evolved into effective techniques that significantly accelerate the sampling process of diffusion models. Although existing methods have achiev…