| Semantic Scene Completion from a Single Depth Image S Song, F Yu, A Zeng, AX Chang, M Savva, T Funkhouser IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 | 902 | 2017 |
| Matterport3D: Learning from RGB-D Data in Indoor Environments A Chang, A Dai, T Funkhouser, M Halber, M Niessner, M Savva, S Song, ... IEEE International Conference on 3D Vision (3DV), 2017 | 898 | 2017 |
| 3DMatch: Learning Local Geometric Descriptors from RGB-D Reconstructions A Zeng, S Song, M Nießner, M Fisher, J Xiao, T Funkhouser IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 | 541 | 2017 |
| Robotic Pick-and-Place of Novel Objects in Clutter with Multi-Affordance Grasping and Cross-Domain Image Matching A Zeng, S Song, KT Yu, E Donlon, FR Hogan, M Bauza, D Ma, O Taylor, ... The International Journal of Robotics Research (IJRR), 2018 | 434 | 2018 |
| Multi-view Self-supervised Deep Learning for 6D Pose Estimation in the Amazon Picking Challenge A Zeng, KT Yu, S Song, D Suo, E Walker, A Rodriguez, J Xiao IEEE International Conference on Robotics and Automation (ICRA), 2017 | 357 | 2017 |
| Learning Synergies between Pushing and Grasping with Self-supervised Deep Reinforcement Learning A Zeng, S Song, S Welker, J Lee, A Rodriguez, T Funkhouser IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2018 | 322 | 2018 |
| TossingBot: Learning to Throw Arbitrary Objects with Residual Physics A Zeng, S Song, J Lee, A Rodriguez, T Funkhouser Robotics: Science and Systems (RSS), 2019 | 198 | 2019 |
| ClearGrasp: 3D Shape Estimation of Transparent Objects for Manipulation SS Sajjan, M Moore, M Pan, G Nagaraja, J Lee, A Zeng, S Song IEEE International Conference on Robotics and Automation (ICRA), 2020 | 77 | 2020 |
| Grasping in the Wild: Learning 6DoF Closed-Loop Grasping from Low-Cost Demonstrations S Song, A Zeng, J Lee, T Funkhouser IEEE Robotics and Automation Letters (RA-L), 2020 | 76 | 2020 |
| Form2Fit: Learning Shape Priors for Generalizable Assembly from Disassembly K Zakka, A Zeng, J Lee, S Song IEEE International Conference on Robotics and Automation (ICRA), 2020 | 71 | 2020 |
| Transporter Networks: Rearranging the Visual World for Robotic Manipulation A Zeng, P Florence, J Tompson, S Welker, J Chien, M Attarian, ... Conference on Robot Learning (CoRL), 2020 | 69 | 2020 |
| Im2Pano3D: Extrapolating 360° Structure and Semantics Beyond the Field of View S Song, A Zeng, AX Chang, M Savva, S Savarese, T Funkhouser IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 | 63 | 2018 |
| DensePhysNet: Learning Dense Physical Object Representations via Multi-step Dynamic Interactions Z Xu, J Wu, A Zeng, JB Tenenbaum, S Song Robotics: Science and Systems (RSS), 2019 | 61 | 2019 |
| Learning the Matching of Local 3D Geometry in Range Scans A Zeng, S Song, M Nießner, M Fisher, J Xiao, T Funkhouser CVPR 1 (2), 4, 2017 | 60 | 2017 |
| Walker, Alberto Rodriguez, and Jianxiong Xiao. Multi-view self-supervised deep learning for 6d pose estimation in the amazon picking challenge A Zeng, KT Yu, S Song, D Suo IEEE International Conference on Robotics and Automation (ICRA), 1386-1383, 2017 | 58 | 2017 |
| Learning to Rearrange Deformable Cables, Fabrics, and Bags with Goal-Conditioned Transporter Networks D Seita, P Florence, J Tompson, E Coumans, V Sindhwani, K Goldberg, ... IEEE International Conference on Robotics and Automation (ICRA), 2021 | 42 | 2021 |
| Learning to See before Learning to Act: Visual Pre-training for Manipulation L Yen-Chen, A Zeng, S Song, P Isola, TY Lin IEEE International Conference on Robotics and Automation (ICRA), 2020 | 39 | 2020 |
| What are the Important Technologies for Bin Picking? Technology Analysis of Robots in Competitions Based on a Set of Performance Metrics M Fujita, Y Domae, A Noda, GA Garcia Ricardez, T Nagatani, A Zeng, ... Advanced Robotics, 1-15, 2019 | 38 | 2019 |
| Implicit Behavioral Cloning P Florence, C Lynch, A Zeng, O Ramirez, A Wahid, L Downs, A Wong, ... Conference on Robot Learning (CoRL), 2021 | 35 | 2021 |
| Spatial Action Maps for Mobile Manipulation J Wu, X Sun, A Zeng, S Song, J Lee, S Rusinkiewicz, T Funkhouser Robotics: Science and Systems (RSS), 2020 | 28 | 2020 |
Shuran SongColumbia UniversityVerified email at cs.columbia.edu
