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 / 425 papers shown

Title
Extending Answer Set Programs with Neural Networks Zhun Yang ReLM NAI LRM 171 0 0 22 Sep 2020
Span-based Semantic Parsing for Compositional GeneralizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Jonathan Herzig Jonathan Berant ReLM LRM 222 103 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 251 2 0 13 Sep 2020
Planning with Learned Object Importance in Large Problem Instances using Graph Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2020 Tom Silver Rohan Chitnis Aidan Curtis J. Tenenbaum Tomas Lozano-Perez L. Kaelbling GNN 165 91 0 11 Sep 2020
Compositional Generalization via Neural-Symbolic Stack Machines Xinyun Chen Chen Liang Adams Wei Yu Basel Alomair Denny Zhou BDL 225 105 0 15 Aug 2020
Robot Action Selection Learning via Layered Dimension Informed Program SynthesisConference on Robot Learning (CoRL), 2020 Jarrett Holtz Arjun Guha Joydeep Biswas 174 9 0 10 Aug 2020
Learning abstract structure for drawing by efficient motor program inductionNeural Information Processing Systems (NeurIPS), 2020 Lucas Y. Tian Kevin Ellis Marta Kryven J. Tenenbaum 202 39 0 08 Aug 2020
A Neural-Symbolic Framework for Mental Simulation Michael D Kissner 98 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 149 157 0 05 Aug 2020
Word meaning in minds and machines Brenden M. Lake G. Murphy NAI 267 138 0 04 Aug 2020
The Computational Limits of Deep Learning Neil C. Thompson Kristjan Greenewald Keeheon Lee Gabriel F. Manso VLM 269 622 0 10 Jul 2020
Multi-Granularity Modularized Network for Abstract Visual Reasoning Xiangru Tang Haoyuan Wang Xiang Pan Jiyang Qi 133 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 154 73 0 08 Jul 2020
A Competence-aware Curriculum for Visual Concepts Learning via Question Answering Qing Li Siyuan Huang Yining Hong Song-Chun Zhu 299 33 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 208 28 0 01 Jul 2020
Empirically Verifying Hypotheses Using Reinforcement Learning Kenneth Marino Rob Fergus Arthur Szlam Abhinav Gupta OffRL 87 2 0 29 Jun 2020
Learning Task-General Representations with Generative Neuro-Symbolic Modeling Reuben Feinman Brenden M. Lake GAN 132 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 284 68 0 20 Jun 2020
Abstract Diagrammatic Reasoning with Multiplex Graph Networks Duo Wang M. Jamnik Pietro Lio 138 71 0 19 Jun 2020
Capturing Label Characteristics in VAEs Thomas Joy Sebastian M. Schmon Juil Sock N. Siddharth Tom Rainforth CML DRL 329 51 0 17 Jun 2020
Conversational Neuro-Symbolic Commonsense Reasoning Forough Arabshahi Jennifer Lee Mikayla Gawarecki Kathryn Mazaitis A. Azaria Tom Michael Mitchell LRM 235 51 0 17 Jun 2020
Dynamic Tensor Rematerialization Marisa Kirisame Steven Lyubomirsky Altan Haan Jennifer Brennan Mike He Jared Roesch Tianqi Chen Zachary Tatlock 309 108 0 17 Jun 2020
A Study of Compositional Generalization in Neural Models Tim Klinger D. Adjodah Vincent Marois Joshua Joseph Matthew D Riemer Alex Pentland Murray Campbell CoGe NAI 390 13 0 16 Jun 2020
Extrapolatable Relational Reasoning With Comparators in Low-Dimensional Manifolds Duo Wang M. Jamnik Pietro Lio OOD 140 1 0 15 Jun 2020
Systematic Generalisation through Task Temporal Logic and Deep Reinforcement Learning Borja G. Leon Murray Shanahan Francesco Belardinelli NAI AI4CE 229 32 0 12 Jun 2020
Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic ReasoningInternational Conference on Machine Learning (ICML), 2020 Qing Li Siyuan Huang Yining Hong Yixin Chen Ying Nian Wu Song-Chun Zhu NAI 264 88 0 11 Jun 2020
From Probability to Consilience: How Explanatory Values Implement Bayesian ReasoningTrends in Cognitive Sciences (Trends Cogn Sci), 2020 Zachary Wojtowicz Simon DeDeo FAtt 207 32 0 03 Jun 2020
History-Aware Question Answering in a Blocks World Dialogue System Benjamin Kane Georgiy Platonov Lenhart K. Schubert KELM 99 3 0 26 May 2020
BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps Peng Guo Hexiang Hu Jiacheng Chen Zhiwei Deng Vihan Jain Eugene Ie Fei Sha LM&Ro 198 77 0 10 May 2020
Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge BasesInternational Conference on Artificial Neural Networks (ICANN), 2020 Henrique Lemos Pedro H. C. Avelar Marcelo O. R. Prates Luís C. Lamb Artur Garcez NAI 83 3 0 05 May 2020
ESPRIT: Explaining Solutions to Physical Reasoning TasksAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Nazneen Rajani Rui Zhang Y. Tan Stephan Zheng Jeremy C. Weiss Aadit Vyas Abhijit Gupta Caiming Xiong R. Socher Dragomir R. Radev ReLM LRM 196 22 0 02 May 2020
Obtaining Faithful Interpretations from Compositional Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Sanjay Subramanian Ben Bogin Nitish Gupta Tomer Wolfson Sameer Singh Jonathan Berant Matt Gardner 210 43 0 02 May 2020
Semi-Lexical Languages -- A Formal Basis for Unifying Machine Learning and Symbolic Reasoning in Computer Vision Briti Gangopadhyay S. Hazra P. Dasgupta NAI 105 0 0 25 Apr 2020
TuringAdvice: A Generative and Dynamic Evaluation of Language Use Rowan Zellers Ari Holtzman Elizabeth Clark Lianhui Qin Ali Farhadi Yejin Choi ELM LRM 202 13 0 07 Apr 2020
SHOP-VRB: A Visual Reasoning Benchmark for Object PerceptionIEEE International Conference on Robotics and Automation (ICRA), 2020 Michal Nazarczuk K. Mikolajczyk 143 24 0 06 Apr 2020
Will we ever have Conscious Machines?Frontiers in Computational Neuroscience (FCN), 2020 P. Krauss Andreas Maier 162 31 0 31 Mar 2020
From Statistical Relational to Neuro-Symbolic Artificial IntelligenceInternational Joint Conference on Artificial Intelligence (IJCAI), 2020 Luc de Raedt Sebastijan Dumancic Robin Manhaeve Giuseppe Marra NAI 189 124 0 18 Mar 2020
Deep Adaptive Semantic Logic (DASL): Compiling Declarative Knowledge into Deep Neural Networks Karan Sikka Andrew Silberfarb John Byrnes Indranil Sur Edmond Chow Ajay Divakaran R. Rohwer NAI 141 11 0 16 Mar 2020
Cops-Ref: A new Dataset and Task on Compositional Referring Expression ComprehensionComputer Vision and Pattern Recognition (CVPR), 2020 Zhenfang Chen Peng Wang Lin Ma Kwan-Yee K. Wong Qi Wu ObjD 205 77 0 01 Mar 2020
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and PerspectiveInternational Joint Conference on Artificial Intelligence (IJCAI), 2020 Luís C. Lamb Artur S. dÁvila Garcez Marco Gori Marcelo O. R. Prates Pedro H. C. Avelar Moshe Y. Vardi NAI AI4CE 313 92 0 29 Feb 2020
VQA-LOL: Visual Question Answering under the Lens of LogicEuropean Conference on Computer Vision (ECCV), 2020 Tejas Gokhale Pratyay Banerjee Chitta Baral Yezhou Yang CoGe 184 78 0 19 Feb 2020
The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence G. Marcus VLM 217 425 0 14 Feb 2020
Visual Concept-Metaconcept LearningNeural Information Processing Systems (NeurIPS), 2020 Chi Han Jiayuan Mao Chuang Gan J. Tenenbaum Jiajun Wu NAI LRM 144 70 0 04 Feb 2020
Measuring Compositional Generalization: A Comprehensive Method on Realistic DataInternational Conference on Learning Representations (ICLR), 2019 Daniel Keysers Nathanael Scharli Nathan Scales Hylke Buisman Daniel Furrer ... Tibor Tihon Dmitry Tsarkov Tianlin Li Marc van Zee Olivier Bousquet CoGe 172 380 0 20 Dec 2019
From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group) Zied Bouraoui Antoine Cornuéjols Thierry Denoeux Sebastien Destercke Didier Dubois ... Jérôme Mengin H. Prade Steven Schockaert M. Serrurier Christel Vrain 227 14 0 13 Dec 2019
Neural Module Networks for Reasoning over TextInternational Conference on Learning Representations (ICLR), 2019 Nitish Gupta Kevin Lin Dan Roth Sameer Singh Matt Gardner NAI ReLM LRM 190 133 0 10 Dec 2019
Explainable Artificial Intelligence (XAI) for 6G: Improving Trust between Human and Machine Weisi Guo 176 42 0 11 Nov 2019
Multimodal Intelligence: Representation Learning, Information Fusion, and ApplicationsIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2019 Chao Zhang Zichao Yang Xiaodong He Li Deng HAI AI4TS 243 396 0 10 Nov 2019
A Spoken Dialogue System for Spatial Question Answering in a Physical Blocks WorldSIGDIAL Conferences (SIGDIAL), 2019 Georgiy Platonov Benjamin Kane A. Gindi Lenhart K. Schubert 182 15 0 06 Nov 2019
Meta Module Network for Compositional Visual ReasoningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 Wenhu Chen Zhe Gan Linjie Li Yu Cheng Wenjie Wang Jingjing Liu LRM 269 75 0 08 Oct 2019