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"

25 / 425 papers shown

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CLEVRER: CoLlision Events for Video REpresentation and ReasoningInternational Conference on Learning Representations (ICLR), 2019 Kexin Yi Yuta Saito Yunzhu Li Pushmeet Kohli Jiajun Wu Antonio Torralba J. Tenenbaum NAI 335 480 0 03 Oct 2019
Embodied Language Grounding with 3D Visual Feature RepresentationsComputer Vision and Pattern Recognition (CVPR), 2019 Mihir Prabhudesai H. Tung Syed Ashar Javed Maximilian Sieb Adam W. Harley Katerina Fragkiadaki 208 26 0 02 Oct 2019
Environmental drivers of systematicity and generalization in a situated agentInternational Conference on Learning Representations (ICLR), 2019 Felix Hill Andrew Kyle Lampinen R. Schneider S. Clark M. Botvinick James L. McClelland Adam Santoro OOD 334 109 0 01 Oct 2019
On Incorporating Semantic Prior Knowledge in Deep Learning Through Embedding-Space Constraints Damien Teney Ehsan Abbasnejad Anton Van Den Hengel NAI 202 9 0 30 Sep 2019
CoPhy: Counterfactual Learning of Physical DynamicsInternational Conference on Learning Representations (ICLR), 2019 Fabien Baradel Natalia Neverova J. Mille Greg Mori Christian Wolf CML AI4CE 326 100 0 26 Sep 2019
An Automated Engineering Assistant: Learning Parsers for Technical DrawingsAAAI Conference on Artificial Intelligence (AAAI), 2019 Dries Van Daele Nicholas Decleyre Herman Dubois Wannes Meert 67 17 0 18 Sep 2019
PHYRE: A New Benchmark for Physical ReasoningNeural Information Processing Systems (NeurIPS), 2019 A. Bakhtin Laurens van der Maaten Justin Johnson Laura Gustafson Ross B. Girshick LRM 160 147 0 15 Aug 2019
Fusion of Detected Objects in Text for Visual Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Chris Alberti Jeffrey Ling Michael Collins David Reitter 220 181 0 14 Aug 2019
An Empirical Study on Leveraging Scene Graphs for Visual Question AnsweringBritish Machine Vision Conference (BMVC), 2019 Cheng Zhang Wei-Lun Chao D. Xuan 150 56 0 28 Jul 2019
Modeling question asking using neural program generationAnnual Meeting of the Cognitive Science Society (CogSci), 2019 ZiYun Wang Brenden M. Lake 175 9 0 23 Jul 2019
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and MethodsJournal of Artificial Intelligence Research (JAIR), 2019 Aditya Mogadala M. Kalimuthu Dietrich Klakow VLM 376 141 0 22 Jul 2019
Neural Probabilistic Logic Programming in DeepProbLog Robin Manhaeve Sebastijan Dumancic Angelika Kimmig T. Demeester Luc de Raedt NAI 366 649 0 18 Jul 2019
Learning by Abstraction: The Neural State MachineNeural Information Processing Systems (NeurIPS), 2019 Drew A. Hudson Christopher D. Manning NAI OCL 415 277 0 09 Jul 2019
Visually Grounded Neural Syntax AcquisitionAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Freda Shi Jiayuan Mao Kevin Gimpel Karen Livescu NAI 198 85 0 07 Jun 2019
Towards conceptual generalization in the embedding space Luka Nenadović Vladimir Prelovac 81 0 0 05 Jun 2019
Relational Reasoning using Prior Knowledge for Visual Captioning Jingyi Hou Xinxiao Wu Yayun Qi Wentian Zhao Jiebo Luo Yunde Jia 188 13 0 04 Jun 2019
What Can Neural Networks Reason About?International Conference on Learning Representations (ICLR), 2019 Keyulu Xu Jingling Li Mozhi Zhang S. Du Ken-ichi Kawarabayashi Stefanie Jegelka NAI AI4CE 282 268 0 30 May 2019
Learning Dynamics of Attention: Human Prior for Interpretable Machine ReasoningNeural Information Processing Systems (NeurIPS), 2019 Wonjae Kim Yoonho Lee 191 6 0 28 May 2019
Improving Question Answering over Incomplete KBs with Knowledge-Aware ReaderAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Wenhan Xiong Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang RALM 123 121 0 17 May 2019
Neural-Symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning Artur Garcez Marco Gori Luís C. Lamb Luciano Serafini Michael Spranger Son N. Tran NAI 209 336 0 15 May 2019
Language-Conditioned Graph Networks for Relational ReasoningIEEE International Conference on Computer Vision (ICCV), 2019 Ronghang Hu Anna Rohrbach Trevor Darrell Kate Saenko 182 182 0 10 May 2019
Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering Ramakrishna Vedantam Karan Desai Stefan Lee Marcus Rohrbach Dhruv Batra Devi Parikh NAI BDL 237 88 0 21 Feb 2019
Can We Automate Diagrammatic Reasoning?Pattern Recognition (Pattern Recognit.), 2019 Sk. Arif Ahmed D. P. Dogra S. Kar P. Roy D. Prasad 140 4 0 13 Feb 2019
Deep Node Ranking for Neuro-symbolic Structural Node Embedding and ClassificationInternational Journal of Intelligent Systems (IJIS), 2019 Blaž Škrlj Jan Kralj Janez Konc Marko Robnik-Šikonja Nada Lavrac GNN BDL 262 5 0 11 Feb 2019
Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers Haoyu Wang Ming Tan Mo Yu Shiyu Chang Dakuo Wang Kun Xu Xiaoxiao Guo Saloni Potdar ViT 183 102 0 04 Feb 2019