5 papers
SuperGrasp: Single-View Object Grasping via Superquadric Similarity Matching, Evaluation, and Refinement
Lijingze Xiao, Jinhong Du, Supeng Diao +2
Robotic grasping from single-view observations remains a critical challenge in manipulation. However, existing methods still struggle to generate reliable grasp candidates and stab…
GAPG: Geometry Aware Push-Grasping Synergy for Goal-Oriented Manipulation in Clutter
Lijingze Xiao, Jinhong Du, Yang Cong +2
Grasping target objects is a fundamental skill for robotic manipulation, but in cluttered environments with stacked or occluded objects, a single-step grasp is often insufficient.…
A Dataset and Benchmark for Robotic Cloth Unfolding Grasp Selection: The ICRA 2024 Cloth Competition
Victor-Louis De Gusseme, Thomas Lips, Remko Proesmans +59
Robotic cloth manipulation suffers from a lack of standardized benchmarks and shared datasets for evaluating and comparing different approaches. To address this, we created a bench…
SAGA: Surface-Aligned Gaussian Avatar
Ronghan Chen, Yang Cong, Jiayue Liu
This paper presents a Surface-Aligned Gaussian representation for creating animatable human avatars from monocular videos,aiming at improving the novel view and pose synthesis perf…
Learning Generalizable 3D Manipulation With 10 Demonstrations
Yu Ren, Yang Cong, Ronghan Chen +1
Learning robust and generalizable manipulation skills from demonstrations remains a key challenge in robotics, with broad applications in industrial automation and service robotics…