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Learning Continuous 3D Reconstructions for Geometrically Aware Grasping

2 October 2019

Mark Van der Merwe

Qingkai Lu

Balakumar Sundaralingam

Papers citing "Learning Continuous 3D Reconstructions for Geometrically Aware Grasping"

50 / 59 papers shown

Title
Learning from Planned Data to Improve Robotic Pick-and-Place Planning Efficiency Liang Qin Weiwei Wan Jun Takahashi Ryo Negishi Masaki Matsushita Kensuke Harada 24 0 0 18 Jun 2025
Vysics: Object Reconstruction Under Occlusion by Fusing Vision and Contact-Rich Physics Bibit Bianchini Minghan Zhu Mengti Sun Bowen Jiang Camillo J Taylor Michael Posa 81 1 0 25 Apr 2025
Measuring Uncertainty in Shape Completion to Improve Grasp Quality N. Duarte S. S. Mohammadi Plinio Moreno Alessio Del Bue J. Santos-Victor 3DPC 79 0 0 22 Apr 2025
LensDFF: Language-enhanced Sparse Feature Distillation for Efficient Few-Shot Dexterous Manipulation Qian Feng David S. Martinez Lema Jianxiang Feng Zhaopeng Chen Alois C. Knoll 78 0 0 05 Mar 2025
Supermarket-6DoF: A Real-World Grasping Dataset and Grasp Pose Representation Analysis Jason Toskov Akansel Cosgun 86 0 0 22 Feb 2025
Leveraging Foundation Models To learn the shape of semi-fluid deformable objects Omar El Assal Carlos M. Mateo Sebastien Ciron David Fofi 107 0 0 25 Nov 2024
23 DoF Grasping Policies from a Raw Point Cloud Martin Matak Karl Van Wyk Tucker Hermans 3DPC 137 0 0 21 Nov 2024
Get a Grip: Multi-Finger Grasp Evaluation at Scale Enables Robust Sim-to-Real Transfer Tyler Ga Wei Lum Albert H. Li Preston Culbertson K. Srinivasan Aaron D. Ames Mac Schwager Jeannette Bohg 95 3 0 31 Oct 2024
Improving Soft-Capture Phase Success in Space Debris Removal Missions: Leveraging Deep Reinforcement Learning and Tactile Feedback Bahador Beigomi Zheng H. Zhu 65 0 0 18 Sep 2024
DexGANGrasp: Dexterous Generative Adversarial Grasping Synthesis for Task-Oriented Manipulation Qian Feng David S. Martinez Lema M. Malmir Hang Li Jianxiang Feng Zhaopeng Chen Alois C. Knoll 177 6 0 24 Jul 2024
DexGrasp-Diffusion: Diffusion-based Unified Functional Grasp Synthesis Pipeline for Multi-Dexterous Robotic Hands Zhengsheng Zhang Lei Zhou Chenchen Liu Zhiyang Liu Chengran Yuan Sheng Guo Ruiteng Zhao Marcelo H. Ang Francis EH Tay 119 9 0 13 Jul 2024
V-PRISM: Probabilistic Mapping of Unknown Tabletop Scenes Herbert Wright Weiming Zhi Matthew Johnson-Roberson Tucker Hermans 75 8 0 12 Mar 2024
DexDiffuser: Generating Dexterous Grasps with Diffusion Models Zehang Weng Haofei Lu Danica Kragic Jens Lundell 140 34 0 05 Feb 2024
ICGNet: A Unified Approach for Instance-Centric Grasping René Zurbrugg Yifan Liu Francis Engelmann Suryansh Kumar Marco Hutter Vaishakh Patil Fisher Yu 3DV 107 10 0 18 Jan 2024
Informative Rays Selection for Few-Shot Neural Radiance Fields M. Orsingher Anthony DellÉva P. Zani P. Medici Massimo Bertozzi 53 1 0 29 Dec 2023
Geometry Matching for Multi-Embodiment Grasping Maria Attarian Muhammad Adil Asif Jingzhou Liu Ruthrash Hari Animesh Garg Igor Gilitschenski Jonathan Tompson 74 13 0 06 Dec 2023
Towards Feasible Dynamic Grasping: Leveraging Gaussian Process Distance Field, SE(3) Equivariance and Riemannian Mixture Models Ho Jin Choi Nadia Figueroa 100 4 0 05 Nov 2023
Anthropomorphic Grasping with Neural Object Shape Completion Diego Hidalgo-Carvajal Hanzhi Chen G. C. Bettelani Jaesug Jung Melissa Zavaglia Laura Busse Abdeldjallil Naceri Stefan Leutenegger Sami Haddadin 63 8 0 04 Nov 2023
Combining Shape Completion and Grasp Prediction for Fast and Versatile Grasping with a Multi-Fingered Hand Matthias Humt Dominik Winkelbauer Ulrich Hillenbrand Berthold Bäuml 83 5 0 31 Oct 2023
DefGoalNet: Contextual Goal Learning from Demonstrations For Deformable Object Manipulation Bao Thach Tanner Watts S. Ho Tucker Hermans Alan Kuntz 81 1 0 25 Sep 2023
Refining 6-DoF Grasps with Context-Specific Classifiers Tasbolat Taunyazov Heng Zhang John Patrick Eala Na Zhao Harold Soh 60 2 0 14 Aug 2023
Shape Completion with Prediction of Uncertain Regions Matthias Humt Dominik Winkelbauer Ulrich Hillenbrand 58 4 0 01 Aug 2023
Real-time Simultaneous Multi-Object 3D Shape Reconstruction, 6DoF Pose Estimation and Dense Grasp Prediction Shubh Agrawal Nikhil Chavan-Dafle Isaac Kasahara Selim Engin Jinwook Huh Volkan Isler 81 1 0 16 May 2023
DeformerNet: Learning Bimanual Manipulation of 3D Deformable Objects Bao Thach Brian Y. Cho Shing-Hei Ho Tucker Hermans Alan Kuntz 75 5 0 08 May 2023
Implicit representation priors meet Riemannian geometry for Bayesian robotic grasping Norman Marlier Julien Gustin O. Bruls Gilles Louppe 83 0 0 18 Apr 2023
Generalized Anthropomorphic Functional Grasping with Minimal Demonstrations Wei Wei Peng Wang S. Wang 96 10 0 31 Mar 2023
Simulation-based Bayesian inference for robotic grasping Norman Marlier O. Bruls Gilles Louppe 60 4 0 10 Mar 2023
FRoGGeR: Fast Robust Grasp Generation via the Min-Weight Metric Albert H. Li Preston Culbertson J. W. Burdick Aaron D. Ames OffRL 100 14 0 27 Feb 2023
Perceiving Unseen 3D Objects by Poking the Objects Linghao Chen Yunzhou Song Hujun Bao Xiaowei Zhou 107 9 0 26 Feb 2023
3DSGrasp: 3D Shape-Completion for Robotic Grasp S. S. Mohammadi N. Duarte D. Dimou Yiming Wang M. Taiana ... Atabak Dehban Plinio Moreno Alexandre Bernardino Alessio Del Bue J. Santos-Victor 3DPC 64 19 0 02 Jan 2023
A Review of Scene Representations for Robot Manipulators Carter Sifferman LM&Ro SSL 95 0 0 22 Dec 2022
Planning Visual-Tactile Precision Grasps via Complementary Use of Vision and Touch Martin Matak Tucker Hermans 80 16 0 16 Dec 2022
Where To Start? Transferring Simple Skills to Complex Environments Vitalis Vosylius Edward Johns 78 13 0 12 Dec 2022
Grasp Learning: Models, Methods, and Performance Robert Platt 92 24 0 09 Nov 2022
Learning Neural Radiance Fields from Multi-View Geometry M. Orsingher P. Zani P. Medici Massimo Bertozzi AI4CE 78 3 0 24 Oct 2022
Towards Confidence-guided Shape Completion for Robotic Applications Andrea Rosasco Stefano Berti Fabrizio Bottarel Michele Colledanchise Lorenzo Natale 3DV 77 5 0 09 Sep 2022
Deep Learning Approaches to Grasp Synthesis: A Review Rhys Newbury Morris Gu Lachlan Chumbley Arsalan Mousavian Clemens Eppner ... A. Morales Tamim Asfour Danica Kragic Dieter Fox Akansel Cosgun 152 172 0 06 Jul 2022
Efficient and Accurate Candidate Generation for Grasp Pose Detection in SE(3) A. T. Pas Colin Keil Robert Platt 51 4 0 03 Apr 2022
Learning High-DOF Reaching-and-Grasping via Dynamic Representation of Gripper-Object Interaction Qijin She Ruizhen Hu Juzhan Xu Min Liu Kai Xu Hui Huang 68 83 0 03 Apr 2022
Self-Supervised Learning for Joint Pushing and Grasping Policies in Highly Cluttered Environments Yongliang Wang Kamal Mokhtar C. Heemskerk Hamidreza Kasaei SSL 88 11 0 04 Mar 2022
Learning Multi-Object Dynamics with Compositional Neural Radiance Fields Danny Driess Zhiao Huang Yunzhu Li Russ Tedrake Marc Toussaint OCL AI4CE 205 87 0 24 Feb 2022
Deep Visual Constraints: Neural Implicit Models for Manipulation Planning from Visual Input Jung-Su Ha Danny Driess Marc Toussaint 69 12 0 09 Dec 2021
Learning Visual Shape Control of Novel 3D Deformable Objects from Partial-View Point Clouds Bao Thach Brian Y. Cho Alan Kuntz Tucker Hermans 3DPC 84 30 0 10 Oct 2021
Learning Models as Functionals of Signed-Distance Fields for Manipulation Planning Danny Driess Jung-Su Ha Marc Toussaint Russ Tedrake 178 63 0 02 Oct 2021
Simultaneous Object Reconstruction and Grasp Prediction using a Camera-centric Object Shell Representation Nikhil Chavan-Dafle S. Popovych Shubham Agrawal Daniel D. Lee Volkan Isler 84 9 0 14 Sep 2021
Learning to Detect Multi-Modal Grasps for Dexterous Grasping in Dense Clutter Matt Corsaro Stefanie Tellex George Konidaris 3DPC 68 9 0 07 Jun 2021
Synergies Between Affordance and Geometry: 6-DoF Grasp Detection via Implicit Representations Zhenyu Jiang Yifeng Zhu Maxwell Svetlik Kuan Fang Yuke Zhu 86 140 0 04 Apr 2021
Volumetric Grasping Network: Real-time 6 DOF Grasp Detection in Clutter Michel Breyer Jen Jen Chung Lionel Ott Roland Siegwart Juan I. Nieto 3DPC 96 172 0 04 Jan 2021
Object Rearrangement Using Learned Implicit Collision Functions Michael Danielczuk Arsalan Mousavian Clemens Eppner Dieter Fox 3DPC 98 79 0 21 Nov 2020
A Long Horizon Planning Framework for Manipulating Rigid Pointcloud Objects Anthony Simeonov Yilun Du Beomjoon Kim F. Hogan J. Tenenbaum Pulkit Agrawal Alberto Rodriguez 3DPC 59 50 0 16 Nov 2020