3 papers
cs.CV2026
Augmented Radiance Field: A General Framework for Enhanced Gaussian Splatting
Yixin Yang, Bojian Wu, Yang Zhou +1
Due to the real-time rendering performance, 3D Gaussian Splatting (3DGS) has emerged as the leading method for radiance field reconstruction. However, its reliance on spherical har…
cs.CV2025
MIFO: Learning and Synthesizing Multi-Instance from One Image
Kailun Su, Ziqi He, Xi Wang +1
This paper proposes a method for precise learning and synthesizing multi-instance semantics from a single image. The difficulty of this problem lies in the limited training data, a…
cs.CV2025
Dynamic Importance in Diffusion U-Net for Enhanced Image Synthesis
Xi Wang, Ziqi He, Yang Zhou
Traditional diffusion models typically employ a U-Net architecture. Previous studies have unveiled the roles of attention blocks in the U-Net. However, they overlook the dynamic ev…