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Form2Fit: Learning Shape Priors for Generalizable Assembly from
  Disassembly
v1v2 (latest)

Form2Fit: Learning Shape Priors for Generalizable Assembly from Disassembly

IEEE International Conference on Robotics and Automation (ICRA), 2019
30 October 2019
Kevin Zakka
Andy Zeng
Johnny Lee
Shuran Song
    3DPC
ArXiv (abs)PDFHTML

Papers citing "Form2Fit: Learning Shape Priors for Generalizable Assembly from Disassembly"

50 / 80 papers shown
Title
Combinative Matching for Geometric Shape Assembly
Combinative Matching for Geometric Shape Assembly
Nahyuk Lee
Juhong Min
Junhong Lee
Chunghyun Park
Minsu Cho
3DV
139
0
0
13 Aug 2025
Master Rules from Chaos: Learning to Reason, Plan, and Interact from Chaos for Tangram Assembly
Master Rules from Chaos: Learning to Reason, Plan, and Interact from Chaos for Tangram AssemblyIEEE International Conference on Robotics and Automation (ICRA), 2025
Chao Zhao
Chunli Jiang
Lifan Luo
Guanlan Zhang
Hongyu Yu
Michael Yu Wang
Qifeng Chen
LRM
145
0
0
17 May 2025
Two by Two: Learning Multi-Task Pairwise Objects Assembly for Generalizable Robot Manipulation
Two by Two: Learning Multi-Task Pairwise Objects Assembly for Generalizable Robot ManipulationComputer Vision and Pattern Recognition (CVPR), 2025
Yu Qi
Yuanchen Ju
Tianming Wei
Chi Chu
Lawson L. S. Wong
Huazhe Xu
263
11
0
09 Apr 2025
Slot-Level Robotic Placement via Visual Imitation from Single Human Video
Slot-Level Robotic Placement via Visual Imitation from Single Human Video
Dandan Shan
Kaichun Mo
Wei Yang
Yu-Wei Chao
David Fouhey
Dieter Fox
Arsalan Mousavian
222
1
0
02 Apr 2025
Histogram Transporter: Learning Rotation-Equivariant Orientation Histograms for High-Precision Robotic Kitting
Histogram Transporter: Learning Rotation-Equivariant Orientation Histograms for High-Precision Robotic Kitting
Jiadong Zhou
Yadan Zeng
Huixu Dong
I. Chen
214
0
0
16 Mar 2025
Zero-Shot Peg Insertion: Identifying Mating Holes and Estimating SE(2) Poses with Vision-Language Models
Masaru Yajima
Kei Ota
Asako Kanezaki
Rei Kawakami
233
0
0
08 Mar 2025
Geometric Point Attention Transformer for 3D Shape Reassembly
Geometric Point Attention Transformer for 3D Shape Reassembly
Jiahan Li
Chaoran Cheng
Jianzhu Ma
Ge Liu
3DPCViT
375
2
0
26 Nov 2024
Learning to Build by Building Your Own Instructions
Learning to Build by Building Your Own InstructionsEuropean Conference on Computer Vision (ECCV), 2024
Aaron Walsman
Muru Zhang
Adam Fishman
Ali Farhadi
Dieter Fox
172
1
0
01 Oct 2024
A Survey of Embodied Learning for Object-Centric Robotic Manipulation
A Survey of Embodied Learning for Object-Centric Robotic ManipulationMachine Intelligence Research (MIR), 2024
Ying Zheng
Lei Yao
Yuejiao Su
Yi Zhang
Yi Wang
Sicheng Zhao
Yiyi Zhang
Lap-Pui Chau
LM&Ro
223
22
0
21 Aug 2024
TreeSBA: Tree-Transformer for Self-Supervised Sequential Brick Assembly
TreeSBA: Tree-Transformer for Self-Supervised Sequential Brick Assembly
Mengqi Guo
Chen Li
Yuyang Zhao
Gim Hee Lee
ViT
173
1
0
22 Jul 2024
3D Geometric Shape Assembly via Efficient Point Cloud Matching
3D Geometric Shape Assembly via Efficient Point Cloud Matching
Nahyuk Lee
Juhong Min
Junha Lee
Seungwook Kim
Kanghee Lee
Jaesik Park
Minsu Cho
236
8
0
15 Jul 2024
JUICER: Data-Efficient Imitation Learning for Robotic Assembly
JUICER: Data-Efficient Imitation Learning for Robotic AssemblyIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024
Lars Ankile
Anthony Simeonov
Idan Shenfeld
Pulkit Agrawal
LM&Ro
254
40
0
04 Apr 2024
Discretizing SO(2)-Equivariant Features for Robotic Kitting
Discretizing SO(2)-Equivariant Features for Robotic Kitting
Jiadong Zhou
Yadan Zeng
Huixu Dong
I-Ming Chen
147
2
0
20 Mar 2024
SPAFormer: Sequential 3D Part Assembly with Transformers
SPAFormer: Sequential 3D Part Assembly with TransformersInternational Conference on 3D Vision (3DV), 2024
Boshen Xu
Sipeng Zheng
Qin Jin
254
5
0
09 Mar 2024
RT-Sketch: Goal-Conditioned Imitation Learning from Hand-Drawn Sketches
RT-Sketch: Goal-Conditioned Imitation Learning from Hand-Drawn Sketches
Priya Sundaresan
Q. Vuong
Jiayuan Gu
Peng Xu
Ted Xiao
...
Ajinkya Jain
Karol Hausman
Dorsa Sadigh
Jeannette Bohg
S. Schaal
VGen
205
38
0
05 Mar 2024
Generative 3D Part Assembly via Part-Whole-Hierarchy Message Passing
Generative 3D Part Assembly via Part-Whole-Hierarchy Message Passing
Bián Du
Yantao Du
Wei Hu
Renjie Liao
295
13
0
27 Feb 2024
FMB: a Functional Manipulation Benchmark for Generalizable Robotic
  Learning
FMB: a Functional Manipulation Benchmark for Generalizable Robotic Learning
Jianlan Luo
Charles Xu
Fangchen Liu
Liam Tan
Zipeng Lin
Jeffrey Wu
Pieter Abbeel
Sergey Levine
156
67
0
16 Jan 2024
Many-Objective-Optimized Semi-Automated Robotic Disassembly Sequences
Many-Objective-Optimized Semi-Automated Robotic Disassembly Sequences
Takuya Kiyokawa
Kensuke Harada
Weiwei Wan
Tomoki Ishikura
Naoya Miyaji
Genichiro Matsuda
177
5
0
03 Jan 2024
Working Backwards: Learning to Place by Picking
Working Backwards: Learning to Place by PickingIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Oliver Limoyo
Abhisek Konar
Trevor Ablett
Jonathan Kelly
F. Hogan
Gregory Dudek
297
0
0
04 Dec 2023
Evaluating Robustness of Visual Representations for Object Assembly Task
  Requiring Spatio-Geometrical Reasoning
Evaluating Robustness of Visual Representations for Object Assembly Task Requiring Spatio-Geometrical Reasoning
Chahyon Ku
Carl Winge
Ryan Diaz
Wentao Yuan
Karthik Desingh
255
4
0
15 Oct 2023
ASAP: Automated Sequence Planning for Complex Robotic Assembly with
  Physical Feasibility
ASAP: Automated Sequence Planning for Complex Robotic Assembly with Physical FeasibilityIEEE International Conference on Robotics and Automation (ICRA), 2023
Yong Zhao
Karl D. D. Willis
Bassel Al Omari
Jieliang Luo
Pingchuan Ma
...
Joshua Jacob
Shinjiro Sueda
Hui Li
Sachin Chitta
Wojciech Matusik
210
32
0
29 Sep 2023
Gradient based Grasp Pose Optimization on a NeRF that Approximates Grasp
  Success
Gradient based Grasp Pose Optimization on a NeRF that Approximates Grasp Success
Gergely Sóti
Björn Hein
C. Wurll
120
3
0
14 Sep 2023
Leveraging SE(3) Equivariance for Learning 3D Geometric Shape Assembly
Leveraging SE(3) Equivariance for Learning 3D Geometric Shape AssemblyIEEE International Conference on Computer Vision (ICCV), 2023
Kai Cheng
Chenrui Tie
Yushi Du
Yan Zhao
Hao Dong
295
28
0
13 Sep 2023
Leveraging Symmetries in Pick and Place
Leveraging Symmetries in Pick and Place
Hao-zhe Huang
Dian Wang
Arsh Tangri
Robin Walters
Robert Platt
194
26
0
15 Aug 2023
Waypoint-Based Imitation Learning for Robotic Manipulation
Waypoint-Based Imitation Learning for Robotic ManipulationConference on Robot Learning (CoRL), 2023
Lu Shi
Archit Sharma
Tony Zhao
Chelsea Finn
254
77
0
26 Jul 2023
Rearrangement Planning for General Part Assembly
Rearrangement Planning for General Part AssemblyConference on Robot Learning (CoRL), 2023
Yulong Li
Andy Zeng
Shuran Song
237
14
0
01 Jul 2023
QDP: Learning to Sequentially Optimise Quasi-Static and Dynamic
  Manipulation Primitives for Robotic Cloth Manipulation
QDP: Learning to Sequentially Optimise Quasi-Static and Dynamic Manipulation Primitives for Robotic Cloth ManipulationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
David Blanco Mulero
G. Alcan
Fares J. Abu-Dakka
Ville Kyrki
257
14
0
23 Mar 2023
Category-Level Multi-Part Multi-Joint 3D Shape Assembly
Category-Level Multi-Part Multi-Joint 3D Shape AssemblyComputer Vision and Pattern Recognition (CVPR), 2023
Yichen Li
Kaichun Mo
Yueqi Duan
He Wang
Jiequan Zhang
Lin Shao
Wojciech Matusik
Leonidas Guibas
241
19
0
10 Mar 2023
Towards Generalized Robot Assembly through Compliance-Enabled Contact
  Formations
Towards Generalized Robot Assembly through Compliance-Enabled Contact FormationsIEEE International Conference on Robotics and Automation (ICRA), 2023
A. S. Morgan
Quentin Bateux
Mei Hao
A. Dollar
85
10
0
09 Mar 2023
Train What You Know -- Precise Pick-and-Place with Transporter Networks
Train What You Know -- Precise Pick-and-Place with Transporter NetworksIEEE International Conference on Robotics and Automation (ICRA), 2023
Gergely Sóti
Xi Huang
C. Wurll
B. Hein
128
7
0
17 Feb 2023
MIRA: Mental Imagery for Robotic Affordances
MIRA: Mental Imagery for Robotic AffordancesConference on Robot Learning (CoRL), 2022
Lin Yen-Chen
Pete Florence
Andy Zeng
Jonathan T. Barron
Yilun Du
Wei-Chiu Ma
Anthony Simeonov
Alberto Rodriguez Garcia
Phillip Isola
LM&Ro
273
38
0
12 Dec 2022
Canonical Fields: Self-Supervised Learning of Pose-Canonicalized Neural
  Fields
Canonical Fields: Self-Supervised Learning of Pose-Canonicalized Neural FieldsComputer Vision and Pattern Recognition (CVPR), 2022
Rohith Agaram
Shaurya Dewan
Rahul Sajnani
A. Poulenard
Madhava Krishna
Srinath Sridhar
340
10
0
05 Dec 2022
Assemble Them All: Physics-Based Planning for Generalizable Assembly by
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Assemble Them All: Physics-Based Planning for Generalizable Assembly by DisassemblyACM Transactions on Graphics (TOG), 2022
Yunsheng Tian
Jie Xu
Yichen Li
Jieliang Luo
Shinjiro Sueda
Hui Li
Karl D. D. Willis
Wojciech Matusik
149
32
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08 Nov 2022
Bag All You Need: Learning a Generalizable Bagging Strategy for
  Heterogeneous Objects
Bag All You Need: Learning a Generalizable Bagging Strategy for Heterogeneous ObjectsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Arpit Bahety
Shreeya Jain
Huy Ha
Nathalie Hager
Benjamin Burchfiel
Eric A. Cousineau
S. Feng
Shuran Song
223
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18 Oct 2022
Neural Shape Mating: Self-Supervised Object Assembly with Adversarial
  Shape Priors
Neural Shape Mating: Self-Supervised Object Assembly with Adversarial Shape PriorsComputer Vision and Pattern Recognition (CVPR), 2022
Yun-Chun Chen
Haoda Li
Dylan Turpin
Alec Jacobson
Animesh Garg
3DPC
179
51
0
30 May 2022
BulletArm: An Open-Source Robotic Manipulation Benchmark and Learning
  Framework
BulletArm: An Open-Source Robotic Manipulation Benchmark and Learning FrameworkInternational Symposium of Robotics Research (ISRR), 2022
Dian Wang
Colin Kohler
Xu Zhu
Ming Jia
Robert Platt
224
13
0
28 May 2022
Learning to Assemble Geometric Shapes
Learning to Assemble Geometric ShapesInternational Joint Conference on Artificial Intelligence (IJCAI), 2022
Jinhwi Lee
Jungtaek Kim
H. Chung
Jaesik Park
Minsu Cho
190
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24 May 2022
Learning A Simulation-based Visual Policy for Real-world Peg In Unseen
  Holes
Learning A Simulation-based Visual Policy for Real-world Peg In Unseen HolesReview of Scientific Instruments (RSI), 2022
Liangru Xie
Hongxiang Yu
Kechun Xu
Tong Yang
Minhang Wang
Haojian Lu
R. Xiong
Yue Wang
127
2
0
09 May 2022
Learning to Fill the Seam by Vision: Sub-millimeter Peg-in-hole on
  Unseen Shapes in Real World
Learning to Fill the Seam by Vision: Sub-millimeter Peg-in-hole on Unseen Shapes in Real WorldIEEE International Conference on Robotics and Automation (ICRA), 2022
Liang Xie
Hongxiang Yu
Yinghao Zhao
Haodong Zhang
Zhongxiang Zhou
Minhang Wang
Yue Wang
R. Xiong
155
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16 Apr 2022
Learning Design and Construction with Varying-Sized Materials via
  Prioritized Memory Resets
Learning Design and Construction with Varying-Sized Materials via Prioritized Memory ResetsIEEE International Conference on Robotics and Automation (ICRA), 2022
Yunfei Li
Tao Kong
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Yi Wu
231
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0
12 Apr 2022
Automating Reinforcement Learning with Example-based Resets
Automating Reinforcement Learning with Example-based ResetsIEEE Robotics and Automation Letters (RA-L), 2022
Jigang Kim
Jaehyeon Park
Daesol Cho
H. J. Kim
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267
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05 Apr 2022
Graph-based Reinforcement Learning meets Mixed Integer Programs: An
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Graph-based Reinforcement Learning meets Mixed Integer Programs: An application to 3D robot assembly discoveryIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Niklas Funk
Svenja Menzenbach
Georgia Chalvatzaki
Jan Peters
189
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Learning Multi-step Robotic Manipulation Policies from Visual
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Learning Multi-step Robotic Manipulation Policies from Visual Observation of Scene and Q-value Predictions of Previous ActionIEEE International Conference on Robotics and Automation (ICRA), 2022
Sulabh Kumra
Shirin Joshi
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203
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Hao-zhe Huang
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496
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SafePicking: Learning Safe Object Extraction via Object-Level Mapping
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Stephen James
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IFR-Explore: Learning Inter-object Functional Relationships in 3D Indoor
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Tool as Embodiment for Recursive Manipulation
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241
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Dashun Guo
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Scene Editing as Teleoperation: A Case Study in 6DoF Kit Assembly
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Yulong Li
Shubh Agrawal
Jen-Shuo Liu
Steven K. Feiner
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287
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