GraspNet-1Billion
PulseAugur coverage of GraspNet-1Billion — every cluster mentioning GraspNet-1Billion across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New MMGNet enhances robotic grasping in cluttered scenes
Researchers have developed MMGNet, a novel Multi-Modal Grasp Synthesis Network designed to improve robotic grasping in cluttered environments. This network addresses limitations in using point clouds and RGB images by e…
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New method GraRe improves grasp candidate ranking for robotic manipulation
Researchers have developed GraRe, a novel method for re-ranking grasp candidates generated by existing 6-DoF grasp detectors. Analysis of GraspNet-1Billion revealed that detector confidence often poorly aligns with actu…
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New framework boosts robot grasp accuracy with cross-view fusion
Researchers have developed a novel cross-view fusion framework designed to improve the accuracy and robustness of 6-DoF grasp pose estimation, particularly in challenging corner-view scenarios. The system incorporates a…