PolarNet: 3D Point Clouds for Language-Guided Robotic Manipulation

27 September 2023

Papers citing "PolarNet: 3D Point Clouds for Language-Guided Robotic Manipulation"

31 / 31 papers shown

Title
Train a Multi-Task Diffusion Policy on RLBench-18 in One Day with One GPU Yutong Hu Pinhao Song Kehan Wen R. Detry VLM 21 0 0 14 May 2025
GPA-RAM: Grasp-Pretraining Augmented Robotic Attention Mamba for Spatial Task Learning Juyi Sheng Yangjun Liu Sheng Xu Zhixin Yang Mengyuan Liu 59 0 0 28 Apr 2025
Spatial-Temporal Graph Diffusion Policy with Kinematic Modeling for Bimanual Robotic Manipulation Qi Lv Hao Li Xiang Deng Rui Shao Yinchuan Li Jianye Hao Longxiang Gao Michael Yu Wang Liqiang Nie 46 0 0 13 Mar 2025
FP3: A 3D Foundation Policy for Robotic Manipulation Rujia Yang Geng Chen Chuan Wen Yang Gao LM&Ro 78 1 0 11 Mar 2025
iManip: Skill-Incremental Learning for Robotic Manipulation Zexin Zheng Jia-Feng Cai Xiao-Ming Wu Yi-Lin Wei Yu-Ming Tang Wei-Shi Zheng CLL 54 0 0 10 Mar 2025
AirExo-2: Scaling up Generalizable Robotic Imitation Learning with Low-Cost Exoskeletons Hongjie Fang Chenxi Wang Yiming Wang J. Chen Shangning Xia ... Xinyu Zhan Lixin Yang Weiming Wang Cewu Lu Hao-Shu Fang 87 1 0 05 Mar 2025
Generative Artificial Intelligence in Robotic Manipulation: A Survey Anton van den Hengel Peng Yun Jun Cen Junhao Cai DiDi Zhu ... Qifeng Chen Jia Pan Wei Zhang Bo Yang Hua Chen 59 1 0 05 Mar 2025
SoFar: Language-Grounded Orientation Bridges Spatial Reasoning and Object Manipulation Zekun Qi Wenyao Zhang Yufei Ding Runpei Dong Xinqiang Yu ... Xin Jin Kaisheng Ma Zhizheng Zhang He Wang Li Yi LM&Ro 131 4 0 18 Feb 2025
Lift3D Foundation Policy: Lifting 2D Large-Scale Pretrained Models for Robust 3D Robotic Manipulation Yueru Jia Jiaming Liu Sixiang Chen Chenyang Gu Z. Wang ... Lily Lee Pengwei Wang Zhongyuan Wang Renrui Zhang Shanghang Zhang 89 11 0 27 Nov 2024
PIVOT-R: Primitive-Driven Waypoint-Aware World Model for Robotic Manipulation Kaipeng Zhang Pengzhen Ren Bingqian Lin Junfan Lin Shikui Ma Hang Xu Xiaodan Liang 23 0 0 14 Oct 2024
SPA: 3D Spatial-Awareness Enables Effective Embodied Representation Haoyi Zhu Honghui Yang Yating Wang Jiange Yang Limin Wang Tong He 3DH 51 6 0 10 Oct 2024
Towards Generalizable Vision-Language Robotic Manipulation: A Benchmark and LLM-guided 3D Policy Ricardo Garcia Shizhe Chen Cordelia Schmid LM&Ro 42 7 0 02 Oct 2024
GravMAD: Grounded Spatial Value Maps Guided Action Diffusion for Generalized 3D Manipulation Yangtao Chen Zixuan Chen Junhui Yin Jing Huo Pinzhuo Tian Jieqi Shi Yang Gao LM&Ro 54 2 0 30 Sep 2024
Towards Effective Utilization of Mixed-Quality Demonstrations in Robotic Manipulation via Segment-Level Selection and Optimization Jingjing Chen Hongjie Fang Hao-Shu Fang Cewu Lu 40 2 0 30 Sep 2024
MATCH POLICY: A Simple Pipeline from Point Cloud Registration to Manipulation Policies Haojie Huang Haotian Liu Dian Wang Robin Walters Robert Platt 3DPC 106 2 0 23 Sep 2024
VoxAct-B: Voxel-Based Acting and Stabilizing Policy for Bimanual Manipulation I-Chun Arthur Liu Sicheng He Daniel Seita Gaurav Sukhatme LM&Ro 43 11 0 04 Jul 2024
Object Segmentation from Open-Vocabulary Manipulation Instructions Based on Optimal Transport Polygon Matching with Multimodal Foundation Models Takayuki Nishimura Katsuyuki Kuyo Motonari Kambara Komei Sugiura DiffM 30 0 0 01 Jul 2024
Mitigating the Human-Robot Domain Discrepancy in Visual Pre-training for Robotic Manipulation Jiaming Zhou Teli Ma Kun-Yu Lin Ronghe Qiu Zifan Wang Junwei Liang 52 4 0 20 Jun 2024
Contrastive Imitation Learning for Language-guided Multi-Task Robotic Manipulation Teli Ma Jiaming Zhou Zifan Wang Ronghe Qiu Junwei Liang 48 9 0 14 Jun 2024
RVT-2: Learning Precise Manipulation from Few Demonstrations Ankit Goyal Valts Blukis Jie Xu Yijie Guo Yu-Wei Chao Dieter Fox 35 40 0 12 Jun 2024
SAM-E: Leveraging Visual Foundation Model with Sequence Imitation for Embodied Manipulation Junjie Zhang Chenjia Bai Haoran He Wenke Xia Zhigang Wang Bin Zhao Xiu Li Xuelong Li 43 12 0 30 May 2024
ViViDex: Learning Vision-based Dexterous Manipulation from Human Videos Zerui Chen Shizhe Chen Cordelia Schmid Ivan Laptev Cordelia Schmid 35 12 0 24 Apr 2024
RISE: 3D Perception Makes Real-World Robot Imitation Simple and Effective Chenxi Wang Hongjie Fang Haoshu Fang Cewu Lu VGen 34 19 0 18 Apr 2024
SUGAR: Pre-training 3D Visual Representations for Robotics Shizhe Chen Ricardo Garcia Pinel Ivan Laptev Cordelia Schmid 47 14 0 01 Apr 2024
GaussianGrasper: 3D Language Gaussian Splatting for Open-vocabulary Robotic Grasping Yuhang Zheng Xiangyu Chen Yupeng Zheng Songen Gu Runyi Yang ... Chao Yang Dawei Wang Zhen Chen Xiaoxiao Long Meiqing Wang 58 43 0 14 Mar 2024
ManiGaussian: Dynamic Gaussian Splatting for Multi-task Robotic Manipulation Guanxing Lu Shiyi Zhang Ziwei Wang Changliu Liu Jiwen Lu Yansong Tang 51 50 0 13 Mar 2024
3D Diffuser Actor: Policy Diffusion with 3D Scene Representations Tsung-Wei Ke N. Gkanatsios Katerina Fragkiadaki VGen 39 108 0 16 Feb 2024
Perceiver-Actor: A Multi-Task Transformer for Robotic Manipulation Mohit Shridhar Lucas Manuelli D. Fox LM&Ro 163 457 0 12 Sep 2022
Instruction-driven history-aware policies for robotic manipulations Pierre-Louis Guhur Shizhe Chen Ricardo Garcia Pinel Makarand Tapaswi Ivan Laptev Cordelia Schmid LM&Ro 110 102 0 11 Sep 2022
Language-Conditioned Imitation Learning for Robot Manipulation Tasks Simon Stepputtis Joseph Campbell Mariano Phielipp Stefan Lee Chitta Baral H. B. Amor LM&Ro 124 193 0 22 Oct 2020
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,103 0 02 Dec 2016