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"

45 / 145 papers shown

Title
gComm: An environment for investigating generalization in Grounded Language Acquisition Rishi Hazra Sonu Dixit 31 0 0 09 May 2021
EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use case Natalia Díaz Rodríguez Alberto Lamas Jules Sanchez Gianni Franchi Ivan Donadello Siham Tabik David Filliat P. Cruz Rosana Montes Francisco Herrera 49 77 0 24 Apr 2021
VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks Hung Le Nancy F. Chen Guosheng Lin MLLM 28 19 0 16 Apr 2021
Human-in-the-Loop Deep Reinforcement Learning with Application to Autonomous Driving Jingda Wu Zhiyu Huang Chao Huang Zhongxu Hu Peng Hang Yang Xing Chen Lv 39 40 0 15 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 36 92 0 30 Mar 2021
Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution Chi Zhang Baoxiong Jia Song-Chun Zhu Yixin Zhu 28 71 0 26 Mar 2021
D'ya like DAGs? A Survey on Structure Learning and Causal Discovery M. Vowels Necati Cihan Camgöz Richard Bowden CML 39 297 0 03 Mar 2021
KANDINSKYPatterns -- An experimental exploration environment for Pattern Analysis and Machine Intelligence Andreas Holzinger Anna Saranti Heimo Mueller 46 10 0 28 Feb 2021
Language-Mediated, Object-Centric Representation Learning Ruocheng Wang Jiayuan Mao S. Gershman Jiajun Wu 16 12 0 31 Dec 2020
Emergent Symbols through Binding in External Memory Taylor Webb I. Sinha Jonathan Cohen 67 65 0 29 Dec 2020
Neurosymbolic AI: The 3rd Wave Artur Garcez Luís C. Lamb NAI 65 293 0 10 Dec 2020
Right for the Right Concept: Revising Neuro-Symbolic Concepts by Interacting with their Explanations Wolfgang Stammer P. Schramowski Kristian Kersting FAtt 14 107 0 25 Nov 2020
Modeling Content and Context with Deep Relational Learning Maria Leonor Pacheco Dan Goldwasser NAI 43 34 0 20 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 23 75 0 02 Oct 2020
Graph-based Heuristic Search for Module Selection Procedure in Neural Module Network Yuxuan Wu Hideki Nakayama GNN 25 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 26 39 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 25 306 0 24 Sep 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 38 125 0 05 Aug 2020
Word meaning in minds and machines Brenden M. Lake G. Murphy NAI 15 117 0 04 Aug 2020
The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning Yuhuai Wu Honghua Dong Roger C. Grosse Jimmy Ba CoGe 24 67 0 08 Jul 2020
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning" Saeed Amizadeh Hamid Palangi Oleksandr Polozov Yichen Huang K. Koishida NAI LRM 39 58 0 20 Jun 2020
Capturing Label Characteristics in VAEs Thomas Joy Sebastian M. Schmon Philip Torr N. Siddharth Tom Rainforth CML DRL 30 43 0 17 Jun 2020
Conversational Neuro-Symbolic Commonsense Reasoning Forough Arabshahi Jennifer Lee Mikayla Gawarecki Kathryn Mazaitis A. Azaria Tom Michael Mitchell LRM 25 48 0 17 Jun 2020
Dynamic Tensor Rematerialization Marisa Kirisame Steven Lyubomirsky Altan Haan Jennifer Brennan Mike He Jared Roesch Tianqi Chen Zachary Tatlock 29 93 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 30 12 0 16 Jun 2020
Systematic Generalisation through Task Temporal Logic and Deep Reinforcement Learning Borja G. Leon Murray Shanahan Francesco Belardinelli NAI AI4CE 31 28 0 12 Jun 2020
From Probability to Consilience: How Explanatory Values Implement Bayesian Reasoning Zachary Wojtowicz Simon DeDeo FAtt 13 29 0 03 Jun 2020
Semi-Lexical Languages -- A Formal Basis for Unifying Machine Learning and Symbolic Reasoning in Computer Vision Briti Gangopadhyay S. Hazra P. Dasgupta NAI 23 0 0 25 Apr 2020
Will we ever have Conscious Machines? P. Krauss Andreas Maier 38 30 0 31 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 19 11 0 16 Mar 2020
Cops-Ref: A new Dataset and Task on Compositional Referring Expression Comprehension Zhenfang Chen Peng Wang Lin Ma Kwan-Yee K. Wong Qi Wu ObjD 31 67 0 01 Mar 2020
The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence G. Marcus VLM 32 355 0 14 Feb 2020
Measuring Compositional Generalization: A Comprehensive Method on Realistic Data Daniel Keysers Nathanael Scharli Nathan Scales Hylke Buisman Daniel Furrer ... Tibor Tihon Dmitry Tsarkov Tianlin Li Marc van Zee Olivier Bousquet CoGe 21 348 0 20 Dec 2019
Explainable Artificial Intelligence (XAI) for 6G: Improving Trust between Human and Machine Weisi Guo 32 40 0 11 Nov 2019
A Spoken Dialogue System for Spatial Question Answering in a Physical Blocks World Georgiy Platonov Benjamin Kane A. Gindi Lenhart K. Schubert 13 15 0 06 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 43 457 0 03 Oct 2019
Embodied Language Grounding with 3D Visual Feature Representations Mihir Prabhudesai H. Tung Syed Ashar Javed Maximilian Sieb Adam W. Harley Katerina Fragkiadaki 14 21 0 02 Oct 2019
Fusion of Detected Objects in Text for Visual Question Answering Chris Alberti Jeffrey Ling Michael Collins David Reitter 17 173 0 14 Aug 2019
An Empirical Study on Leveraging Scene Graphs for Visual Question Answering Cheng Zhang Wei-Lun Chao D. Xuan 23 50 0 28 Jul 2019
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods Aditya Mogadala M. Kalimuthu Dietrich Klakow VLM 25 132 0 22 Jul 2019
Neural Probabilistic Logic Programming in DeepProbLog Robin Manhaeve Sebastijan Dumancic Angelika Kimmig T. Demeester Luc de Raedt NAI 35 542 0 18 Jul 2019
Relational Reasoning using Prior Knowledge for Visual Captioning Jingyi Hou Xinxiao Wu Yayun Qi Wentian Zhao Jiebo Luo Yunde Jia 17 14 0 04 Jun 2019
Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader Wenhan Xiong Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang RALM 28 114 0 17 May 2019
Language-Conditioned Graph Networks for Relational Reasoning Ronghang Hu Anna Rohrbach Trevor Darrell Kate Saenko 31 171 0 10 May 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 29 97 0 04 Feb 2019