Mapping 3D-super-enhancers with machine learning to pinpoint regulators of cell identity

Scientists usually study the molecular machinery that controls gene expression from the perspective of a linear, two-dimensional genome—even though DNA and its bound proteins function in three ...
IEEE

GraphGSOcc: Semantic-Geometric Graph Transformer with Dynamic-Static Decoupling for 3D Gaussian Splatting-based Occupancy Prediction

Abstract: Focusing on the task of 3D semantic occupancy prediction for autonomous driving, we address three key issues in existing 3D Gaussian splitting (3DGS) methods: (1) unified feature aggregation ...
IEEE

Multi-granularity Superpoint Graph Learning for Weakly Supervised 3D Semantic Segmentation

Abstract: Weakly supervised 3D semantic segmentation has proven effective in alleviating the heavy dependence on dense annotations by generating high-quality pseudo-labels. However, due to the scene ...
Machine Design

Additive/3D Printing

Machine Design distills the cutting-edge landscape of advanced manufacturing through the eyes of multidisciplinary engineers, covering technical insights on the foundational and emerging principles of ...