PTR: A Benchmark for Part-based Conceptual, Relational, and Physical Reasoning

9 December 2021

Yining Hong

Li Yi

J. Tenenbaum

Antonio Torralba

Chuang Gan

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Papers citing "PTR: A Benchmark for Part-based Conceptual, Relational, and Physical Reasoning"

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Title
Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad? Antonia Wüst Tim Nelson Tobiasch Lukas Helff Inga Ibs Wolfgang Stammer Devendra Singh Dhami Constantin Rothkopf Kristian Kersting CoGe ReLM VLM LRM 159 3 0 25 Oct 2024
MacGyver: Are Large Language Models Creative Problem Solvers? Yufei Tian Abhilasha Ravichander Lianhui Qin Ronan Le Bras Raja Marjieh Nanyun Peng Yejin Choi Thomas Griffiths Faeze Brahman AI4CE LLMAG 116 14 0 16 Nov 2023
STUPD: A Synthetic Dataset for Spatial and Temporal Relation Reasoning Palaash Agrawal Haidi Azaman Cheston Tan 138 3 0 13 Sep 2023
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning Pan Lu Ran Gong Shibiao Jiang Liang Qiu Siyuan Huang Xiaodan Liang Song-Chun Zhu AIMat LRM 79 243 0 10 May 2021
MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding Aishwarya Kamath Mannat Singh Yann LeCun Gabriel Synnaeve Ishan Misra Nicolas Carion ObjD VLM 192 895 0 26 Apr 2021
Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning Zhenfang Chen Jiayuan Mao Jiajun Wu Kwan-Yee K. Wong J. Tenenbaum Chuang Gan VGen 96 94 0 30 Mar 2021
VLGrammar: Grounded Grammar Induction of Vision and Language Yining Hong Qing Li Song-Chun Zhu Siyuan Huang VLM 83 25 0 24 Mar 2021
How to represent part-whole hierarchies in a neural network Geoffrey E. Hinton OCL MoE 94 204 0 25 Feb 2021
Language-Mediated, Object-Centric Representation Learning Ruocheng Wang Jiayuan Mao S. Gershman Jiajun Wu 84 12 0 31 Dec 2020
SMART: A Situation Model for Algebra Story Problems via Attributed Grammar Yining Hong Qing Li Ran Gong Daniel Ciao Siyuan Huang Song-Chun Zhu AIMat 74 32 0 27 Dec 2020
Learning by Fixing: Solving Math Word Problems with Weak Supervision Yining Hong Qing Li Daniel Ciao Siyuan Huang Song-Chun Zhu AIMat 77 60 0 19 Dec 2020
ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation Chuang Gan Jeremy Schwartz S. Alter Damian Mrowca Martin Schrimpf ... Antonio Torralba J. DiCarlo J. Tenenbaum Josh H. McDermott Daniel L. K. Yamins VGen 173 315 0 09 Jul 2020
Object-Centric Learning with Slot Attention Francesco Locatello Dirk Weissenborn Thomas Unterthiner Aravindh Mahendran G. Heigold Jakob Uszkoreit Alexey Dosovitskiy Thomas Kipf OCL 239 859 0 26 Jun 2020
Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning Qing Li Siyuan Huang Yining Hong Yixin Chen Ying Nian Wu Song-Chun Zhu NAI 84 83 0 11 Jun 2020
SAPIEN: A SimulAted Part-based Interactive ENvironment Fanbo Xiang Yuzhe Qin Kaichun Mo Yikuan Xia Hao Zhu ... He Wang Li Yi Angel X. Chang Leonidas Guibas Hao Su 285 511 0 19 Mar 2020
Learning to Group: A Bottom-Up Framework for 3D Part Discovery in Unseen Categories Tiange Luo Kaichun Mo Zhiao Huang Jiarui Xu Siyu Hu Liwei Wang Hao Su 3DPC 105 39 0 16 Feb 2020
StructEdit: Learning Structural Shape Variations Kaichun Mo Paul Guerrero L. Yi Hao Su Peter Wonka Niloy Mitra Leonidas Guibas 3DPC 62 45 0 25 Nov 2019
CLEVRER: CoLlision Events for Video REpresentation and Reasoning Kexin Yi Yuta Saito Yunzhu Li Pushmeet Kohli Jiajun Wu Antonio Torralba J. Tenenbaum NAI 136 475 0 03 Oct 2019
SDM-NET: Deep Generative Network for Structured Deformable Mesh Lin Gao Jie Yang Tong Wu Yu-Jie Yuan Hongbo Fu Yu-Kun Lai Hao Zhang 3DV 83 197 0 13 Aug 2019
Language-Conditioned Graph Networks for Relational Reasoning Ronghang Hu Anna Rohrbach Trevor Darrell Kate Saenko 82 173 0 10 May 2019
ShapeGlot: Learning Language for Shape Differentiation Panos Achlioptas Judy Fan Robert D. Hawkins Noah D. Goodman Leonidas Guibas 124 83 0 08 May 2019
The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision Jiayuan Mao Chuang Gan Pushmeet Kohli J. Tenenbaum Jiajun Wu NAI 142 704 0 26 Apr 2019
Shape2Motion: Joint Analysis of Motion Parts and Attributes from 3D Shapes Xiaogang Wang Bin Zhou Yahao Shi Xiaowu Chen Qinping Zhao Kai Xu 3DPC 95 129 0 10 Mar 2019
RAVEN: A Dataset for Relational and Analogical Visual rEasoNing Chi Zhang Feng Gao Baoxiong Jia Yixin Zhu Song-Chun Zhu AIMat 74 312 0 07 Mar 2019
PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding Kaichun Mo Shilin Zhu Angel X. Chang L. Yi Subarna Tripathi Leonidas Guibas Hao Su 3DPC 3DV 126 735 0 06 Dec 2018
From Recognition to Cognition: Visual Commonsense Reasoning Rowan Zellers Yonatan Bisk Ali Farhadi Yejin Choi LRM BDL OCL ReLM 188 883 0 27 Nov 2018
A Corpus for Reasoning About Natural Language Grounded in Photographs Alane Suhr Stephanie Zhou Ally Zhang Iris Zhang Huajun Bai Yoav Artzi LRM 110 609 0 01 Nov 2018
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding Kexin Yi Jiajun Wu Chuang Gan Antonio Torralba Pushmeet Kohli J. Tenenbaum NAI 86 614 0 04 Oct 2018
The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers Dongxiang Zhang Lei Wang Nuo Xu B. Dai Heng Tao Shen ReLM AIMat 86 127 0 22 Aug 2018
The RBO Dataset of Articulated Objects and Interactions Roberto Martín-Martín Clemens Eppner Oliver Brock 69 46 0 17 Jun 2018
Compositional Attention Networks for Machine Reasoning Drew A. Hudson Christopher D. Manning BDL OOD LRM 199 577 0 08 Mar 2018
VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation Chuang Gan Yandong Li Haoxiang Li Chen Sun Boqing Gong 96 127 0 15 Aug 2017
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould Lei Zhang AIMat 131 4,224 0 25 Jul 2017
Learning Hierarchical Shape Segmentation and Labeling from Online Repositories L. Yi Leonidas Guibas Aaron Hertzmann Vladimir G. Kim Hao Su Ersin Yumer 3DPC 3DV 63 52 0 04 May 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 391 27,275 0 20 Mar 2017
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 319 2,392 0 20 Dec 2016
3D Shape Segmentation with Projective Convolutional Networks E. Kalogerakis Melinos Averkiou Subhransu Maji S. Chaudhuri 3DV 3DPC 91 364 0 08 Dec 2016
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Yash Goyal Tejas Khot D. Summers-Stay Dhruv Batra Devi Parikh CoGe 362 3,274 0 02 Dec 2016
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Ranjay Krishna Yuke Zhu Oliver Groth Justin Johnson Kenji Hata ... Yannis Kalantidis Li Li David A. Shamma Michael S. Bernstein Fei-Fei Li 237 5,766 0 23 Feb 2016
ShapeNet: An Information-Rich 3D Model Repository Angel X. Chang Thomas Funkhouser Leonidas Guibas Pat Hanrahan Qi-Xing Huang ... Shuran Song Hao Su Jianxiong Xiao L. Yi Feng Yu 3DV 176 5,538 0 09 Dec 2015
Visual7W: Grounded Question Answering in Images Yuke Zhu Oliver Groth Michael S. Bernstein Li Fei-Fei 108 889 0 11 Nov 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 243 5,512 0 03 May 2015