The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision

26 April 2019

Jiayuan Mao

Chuang Gan

Jiajun Wu

Papers citing "The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision"

50 / 403 papers shown

Title
KANDINSKYPatterns -- An experimental exploration environment for Pattern Analysis and Machine Intelligence Andreas Holzinger Anna Saranti Heimo Mueller 114 10 0 28 Feb 2021
Abstraction and Analogy-Making in Artificial Intelligence Melanie Mitchell 95 167 0 22 Feb 2021
Understanding in Artificial Intelligence S. Maetschke D. M. Iraola Pieter Barnard Elaheh Shafieibavani Peter Zhong Ying Xu Antonio Jimeno Yepes ELM VLM 44 0 0 17 Jan 2021
Language-Mediated, Object-Centric Representation Learning Ruocheng Wang Jiayuan Mao S. Gershman Jiajun Wu 84 12 0 31 Dec 2020
Emergent Symbols through Binding in External Memory Taylor Webb I. Sinha Jonathan Cohen 115 65 0 29 Dec 2020
Causal World Models by Unsupervised Deconfounding of Physical Dynamics Minne Li Mengyue Yang Furui Liu Xu Chen Zhitang Chen Jun Wang SyDa CML 50 13 0 28 Dec 2020
Logic Tensor Networks Samy Badreddine Artur Garcez Luciano Serafini Michael Spranger NAI 178 212 0 25 Dec 2020
Object-Centric Diagnosis of Visual Reasoning Jianwei Yang Jiayuan Mao Jiajun Wu Devi Parikh David D. Cox J. Tenenbaum Chuang Gan OCL 82 16 0 21 Dec 2020
Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Neuro-Symbolic Algorithms Claudio S. Pinhanez Paulo Cavalin Victor Henrique Alves Ribeiro Heloisa Candello J. Nogima ... M. Pichiliani Maira Gatti de Bayser M. Guerra H. Ferreira G. Malfatti 13 2 0 16 Dec 2020
Neurosymbolic AI: The 3rd Wave Artur Garcez Luís C. Lamb NAI 109 315 0 10 Dec 2020
On the Binding Problem in Artificial Neural Networks Klaus Greff Sjoerd van Steenkiste Jürgen Schmidhuber OCL 308 267 0 09 Dec 2020
Neurosymbolic AI for Situated Language Understanding Nikhil Krishnaswamy James Pustejovsky NAI 65 4 0 05 Dec 2020
Learning from Lexical Perturbations for Consistent Visual Question Answering Spencer Whitehead Hui Wu Yi R. Fung Heng Ji Rogerio Feris Kate Saenko 61 11 0 26 Nov 2020
Right for the Right Concept: Revising Neuro-Symbolic Concepts by Interacting with their Explanations Wolfgang Stammer P. Schramowski Kristian Kersting FAtt 101 112 0 25 Nov 2020
XTQA: Span-Level Explanations of the Textbook Question Answering Jie Ma Q. Zheng Jun Liu Qingyu Yin Jianlong Zhou Y. Huang 34 13 0 25 Nov 2020
Interpretable Visual Reasoning via Induced Symbolic Space Zhonghao Wang Kai Wang Mo Yu Jinjun Xiong Wen-mei W. Hwu M. Hasegawa-Johnson Humphrey Shi LRM OCL 56 20 0 23 Nov 2020
Consistency-Aware Graph Network for Human Interaction Understanding Zhenhua Wang Jiajun Meng Dongyan Guo Jianhua Zhang Javen Qinfeng Shi Shengyong Chen GNN 27 3 0 20 Nov 2020
Neural Abstract Reasoner Victor Kolev B. Georgiev Svetlin Penkov NAI 54 10 0 12 Nov 2020
Exploring End-to-End Differentiable Natural Logic Modeling Yufei Feng Zióu Zheng Quan Liu Michael A. Greenspan Xiao-Dan Zhu 92 13 0 08 Nov 2020
Disentangling 3D Prototypical Networks For Few-Shot Concept Learning Mihir Prabhudesai Shamit Lal Darshan Patil H. Tung Adam W. Harley Katerina Fragkiadaki OCL 3DV 3DPC 117 20 0 06 Nov 2020
Modular Networks for Compositional Instruction Following Rodolfo Corona Daniel Fried Coline Devin Dan Klein Trevor Darrell 94 5 0 24 Oct 2020
Modeling Content and Context with Deep Relational Learning Maria Leonor Pacheco Dan Goldwasser NAI 105 34 0 20 Oct 2020
A Survey of Knowledge-Enhanced Text Generation Wenhao Yu Chenguang Zhu Zaitang Li Zhiting Hu Qingyun Wang Heng Ji Meng Jiang 132 290 0 09 Oct 2020
A Benchmark and Baseline for Language-Driven Image Editing Jing Shi Ning Xu Trung Bui Franck Dernoncourt Zheng Wen Chenliang Xu DiffM 219 31 0 05 Oct 2020
Bongard-LOGO: A New Benchmark for Human-Level Concept Learning and Reasoning Weili Nie Zhiding Yu Lei Mao Ankit B. Patel Yuke Zhu Anima Anandkumar VLM LRM 102 77 0 02 Oct 2020
Graph-based Heuristic Search for Module Selection Procedure in Neural Module Network Yuxuan Wu Hideki Nakayama GNN 37 3 0 30 Sep 2020
A Comprehensive Survey of Machine Learning Applied to Radar Signal Processing Ping Lang Xiongjun Fu M. Martorella Jian Dong Rui Qin Xianpeng Meng M. Xie 41 42 0 29 Sep 2020
How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks Keyulu Xu Mozhi Zhang Jingling Li S. Du Ken-ichi Kawarabayashi Stefanie Jegelka MLT 182 313 0 24 Sep 2020
Extending Answer Set Programs with Neural Networks Zhun Yang ReLM NAI LRM 116 0 0 22 Sep 2020
Span-based Semantic Parsing for Compositional Generalization Jonathan Herzig Jonathan Berant ReLM LRM 78 102 0 13 Sep 2020
Understanding Boolean Function Learnability on Deep Neural Networks: PAC Learning Meets Neurosymbolic Models Márcio Nicolau Anderson R. Tavares Zhiwei Zhang Pedro H. C. Avelar J. Flach Luís C. Lamb Moshe Y. Vardi NAI 70 2 0 13 Sep 2020
Planning with Learned Object Importance in Large Problem Instances using Graph Neural Networks Tom Silver Rohan Chitnis Aidan Curtis J. Tenenbaum Tomas Lozano-Perez L. Kaelbling GNN 93 80 0 11 Sep 2020
Compositional Generalization via Neural-Symbolic Stack Machines Xinyun Chen Chen Liang Adams Wei Yu Basel Alomair Denny Zhou BDL 76 101 0 15 Aug 2020
Robot Action Selection Learning via Layered Dimension Informed Program Synthesis Jarrett Holtz Arjun Guha Joydeep Biswas 68 8 0 10 Aug 2020
Learning abstract structure for drawing by efficient motor program induction Lucas Y. Tian Kevin Ellis Marta Kryven J. Tenenbaum 79 37 0 08 Aug 2020
A Neural-Symbolic Framework for Mental Simulation Michael D Kissner 24 0 0 05 Aug 2020
More Than Privacy: Applying Differential Privacy in Key Areas of Artificial Intelligence Tianqing Zhu Dayong Ye Wei Wang Wanlei Zhou Philip S. Yu SyDa 76 130 0 05 Aug 2020
Word meaning in minds and machines Brenden M. Lake G. Murphy NAI 112 118 0 04 Aug 2020
The Computational Limits of Deep Learning Neil C. Thompson Kristjan Greenewald Keeheon Lee Gabriel F. Manso VLM 91 531 0 10 Jul 2020
Multi-Granularity Modularized Network for Abstract Visual Reasoning Xiangru Tang Haoyuan Wang Xiang Pan Jiyang Qi 24 1 0 09 Jul 2020
The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning Yuhuai Wu Honghua Dong Roger C. Grosse Jimmy Ba CoGe 71 68 0 08 Jul 2020
A Competence-aware Curriculum for Visual Concepts Learning via Question Answering Qing Li Siyuan Huang Yining Hong Song-Chun Zhu 119 29 0 03 Jul 2020
Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering Ben Bogin Sanjay Subramanian Matt Gardner Jonathan Berant ReLM OOD BDL LRM 55 28 0 01 Jul 2020
Empirically Verifying Hypotheses Using Reinforcement Learning Kenneth Marino Rob Fergus Arthur Szlam Abhinav Gupta OffRL 35 1 0 29 Jun 2020
Learning Task-General Representations with Generative Neuro-Symbolic Modeling Reuben Feinman Brenden M. Lake GAN 61 19 0 25 Jun 2020
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning" Saeed Amizadeh Hamid Palangi Oleksandr Polozov Yichen Huang K. Koishida NAI LRM 119 60 0 20 Jun 2020
Abstract Diagrammatic Reasoning with Multiplex Graph Networks Duo Wang M. Jamnik Pietro Lio 58 66 0 19 Jun 2020
Capturing Label Characteristics in VAEs Thomas Joy Sebastian M. Schmon Philip Torr N. Siddharth Tom Rainforth CML DRL 95 47 0 17 Jun 2020
Conversational Neuro-Symbolic Commonsense Reasoning Forough Arabshahi Jennifer Lee Mikayla Gawarecki Kathryn Mazaitis A. Azaria Tom Michael Mitchell LRM 109 48 0 17 Jun 2020
Dynamic Tensor Rematerialization Marisa Kirisame Steven Lyubomirsky Altan Haan Jennifer Brennan Mike He Jared Roesch Tianqi Chen Zachary Tatlock 92 94 0 17 Jun 2020