20 citations · 22 across the 6 of their papers we have counts for
7 papers
The Curse of Precision: A Data Scaling Law for High-Precision Robotic Manipulation
Cuijie Xu, Yuanfan Xu, Min Xue +5
While scaling laws for imitation learning have primarily focused on generalization in open-world settings, the relationship between data and precision in closed-world tasks like ro…
Virtualization & Microservice Architecture for Software-Defined Vehicles: An Evaluation and Exploration
Long Wen, Markus Rickert, Fengjunjie Pan +4
The emergence of Software-Defined Vehicles (SDVs) signifies a shift from a distributed network of electronic control units (ECUs) to a centralized computing architecture within the…
Gassidy: Gaussian Splatting SLAM in Dynamic Environments
Long Wen, Shixin Li, Yu Zhang +5
3D Gaussian Splatting (3DGS) allows flexible adjustments to scene representation, enabling continuous optimization of scene quality during dense visual simultaneous localization an…
Automatic Platform Configuration and Software Integration for Software-Defined Vehicles
Fengjunjie Pan, Jianjie Lin, Markus Rickert
In the automotive industry, platform configuration and software integration are mostly manual tasks performed during the development phase, requiring consideration of various safet…
Grasp Planning for Flexible Production with Small Lot Sizes based on CAD models using GPIS and Bayesian Optimization
Jianjie Lin, Markus Rickert, Alois Knoll
Grasp planning for multi-fingered hands is still a challenging task due to the high nonlinear quality metrics, the high dimensionality of hand posture configuration, and complex ob…
Lightweight Convolutional Neural Network with Gaussian-based Grasping Representation for Robotic Grasping Detection
Hu Cao, Guang Chen, Zhijun Li +2
The method of deep learning has achieved excellent results in improving the performance of robotic grasping detection. However, the deep learning methods used in general object det…
Oscillation Damping Control of Pendulum-like Manipulation Platform using Moving Masses
Min Jun Kim, Jianjie Lin, Konstantin Kondak +2
This paper presents an approach to damp out the oscillatory motion of the pendulum-like hanging platform on which a robotic manipulator is mounted. To this end, moving masses were…