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
Analogy-Forming Transformers for Few-Shot 3D Parsing N. Gkanatsios M. Singh Zhaoyuan Fang Shubham Tulsiani Katerina Fragkiadaki 3DPC 3DV 62 2 0 27 Apr 2023
Interpretable Neural-Symbolic Concept Reasoning Pietro Barbiero Gabriele Ciravegna Francesco Giannini M. Zarlenga Lucie Charlotte Magister Alberto Tonda Pietro Lio F. Precioso M. Jamnik G. Marra NAI LRM 131 41 0 27 Apr 2023
Programmatically Grounded, Compositionally Generalizable Robotic Manipulation Renhao Wang Jiayuan Mao Joy Hsu Hang Zhao Jiajun Wu Yang Gao LM&Ro 170 31 0 26 Apr 2023
The Roles of Symbols in Neural-based AI: They are Not What You Think! D. Silver Tom Michael Mitchell 13 4 0 26 Apr 2023
Learning Situation Hyper-Graphs for Video Question Answering Aisha Urooj Khan Hilde Kuehne Bo Wu Kim Chheu Walid Bousselham Chuang Gan N. Lobo M. Shah 90 16 0 18 Apr 2023
LASER: A Neuro-Symbolic Framework for Learning Spatial-Temporal Scene Graphs with Weak Supervision Jiani Huang Ziyang Li Mayur Naik Ser-Nam Lim 163 5 0 15 Apr 2023
Scallop: A Language for Neurosymbolic Programming Ziyang Li Jiani Huang Mayur Naik ReLM LRM NAI 93 34 0 10 Apr 2023
Embodied Concept Learner: Self-supervised Learning of Concepts and Mapping through Instruction Following Mingyu Ding Yan Xu Zhenfang Chen David D. Cox Ping Luo J. Tenenbaum Chuang Gan LM&Ro 91 21 0 07 Apr 2023
ImageEye: Batch Image Processing Using Program Synthesis Celeste Barnaby Qiaochuan Chen R. Samanta Işıl Dillig DiffM 65 7 0 06 Apr 2023
Grounding Object Relations in Language-Conditioned Robotic Manipulation with Semantic-Spatial Reasoning Qian Luo Yunfei Li Yi Wu LM&Ro 60 5 0 31 Mar 2023
Shepherding Slots to Objects: Towards Stable and Robust Object-Centric Learning Jinwoo Kim Janghyuk Choi Ho-Jin Choi Seon Joo Kim OCL VLM 99 14 0 31 Mar 2023
Neuro-Symbolic Execution of Generic Source Code Yaojie Hu Jin Tian NAI 78 0 0 23 Mar 2023
NS3D: Neuro-Symbolic Grounding of 3D Objects and Relations Joy Hsu Jiayuan Mao Jiajun Wu PINN 91 53 0 23 Mar 2023
3D Concept Learning and Reasoning from Multi-View Images Yining Hong Chun-Tse Lin Yilun Du Zhenfang Chen J. Tenenbaum Chuang Gan 3DV 94 52 0 20 Mar 2023
Variational Cross-Graph Reasoning and Adaptive Structured Semantics Learning for Compositional Temporal Grounding Juncheng Li Siliang Tang Linchao Zhu Wenqiao Zhang Yi Yang Tat-Seng Chua Fei Wu Yueting Zhuang BDL 78 17 0 22 Jan 2023
Dissociating language and thought in large language models Kyle Mahowald Anna A. Ivanova I. Blank Nancy Kanwisher J. Tenenbaum Evelina Fedorenko ELM ReLM 108 215 0 16 Jan 2023
See, Think, Confirm: Interactive Prompting Between Vision and Language Models for Knowledge-based Visual Reasoning Zhenfang Chen Qinhong Zhou Songlin Yang Yining Hong Hao Zhang Chuang Gan LRM VLM 101 41 0 12 Jan 2023
VQA and Visual Reasoning: An Overview of Recent Datasets, Methods and Challenges R. Zakari Jim Wilson Owusu Hailin Wang Ke Qin Zaharaddeen Karami Lawal Yue-hong Dong LRM 71 16 0 26 Dec 2022
Towards Unsupervised Visual Reasoning: Do Off-The-Shelf Features Know How to Reason? Monika Wysoczañska Tom Monnier Tomasz Trzciñski David Picard ReLM OCL 73 1 0 20 Dec 2022
LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning Sayan Ghosh Rakesh R Menon Shashank Srivastava 75 2 0 18 Dec 2022
Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning Zhuowan Li Xingrui Wang Elias Stengel-Eskin Adam Kortylewski Wufei Ma Benjamin Van Durme Max Planck Institute for Informatics OOD LRM 102 70 0 01 Dec 2022
A Probabilistic-Logic based Commonsense Representation Framework for Modelling Inferences with Multiple Antecedents and Varying Likelihoods Shantanu Jaiswal Liu Yan Dongkyu Choi Kenneth Kwok 67 0 0 30 Nov 2022
Neuro-Symbolic Spatio-Temporal Reasoning Pascal Hitzler Michael Sioutis Md Kamruzzaman Sarker Marjan Alirezaie Aaron Eberhart Stefan Wermter NAI 76 0 0 28 Nov 2022
A Short Survey of Systematic Generalization Yuanpeng Li AI4CE 90 1 0 22 Nov 2022
Versatile Diffusion: Text, Images and Variations All in One Diffusion Model Xingqian Xu Zhangyang Wang Eric Zhang Kai Wang Humphrey Shi DiffM 153 198 0 15 Nov 2022
Simulated Mental Imagery for Robotic Task Planning Shijia Li Tomas Kulvicius M. Tamosiunaite Florentin Wörgötter LM&Ro 58 1 0 15 Nov 2022
Learning Neuro-symbolic Programs for Language Guided Robot Manipulation Namasivayam Kalithasan H. Singh Vishal Bindal Arnav Tuli Vishwajeet Agrawal Rahul Jain Parag Singla Rohan Paul LM&Ro 80 18 0 12 Nov 2022
CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question Answering Maitreya Patel Tejas Gokhale Chitta Baral Yezhou Yang 124 12 0 07 Nov 2022
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations Chi Han Hengzhi Pei Xinya Du Heng Ji NAI 84 3 0 07 Nov 2022
Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems Wang Zhu Jesse Thomason Robin Jia VLM OOD NAI LRM 53 6 0 26 Oct 2022
Neural Attentive Circuits Nasim Rahaman M. Weiß Francesco Locatello C. Pal Yoshua Bengio Bernhard Schölkopf Erran L. Li Nicolas Ballas 124 7 0 14 Oct 2022
Self-explaining deep models with logic rule reasoning Seungeon Lee Xiting Wang Sungwon Han Xiaoyuan Yi Xing Xie M. Cha NAI ReLM LRM 87 17 0 13 Oct 2022
Neural-Symbolic Recursive Machine for Systematic Generalization Qing Li Yixin Zhu Yitao Liang Ying Nian Wu Song-Chun Zhu Siyuan Huang NAI 92 9 0 04 Oct 2022
Extending Compositional Attention Networks for Social Reasoning in Videos Christina Sartzetaki Georgios Paraskevopoulos Alexandros Potamianos LRM 43 3 0 03 Oct 2022
Enhancing Interpretability and Interactivity in Robot Manipulation: A Neurosymbolic Approach Georgios Tziafas Hamidreza Kasaei LM&Ro 85 3 0 03 Oct 2022
Formal Conceptual Views in Neural Networks Johannes Hirth Tom Hanika 37 2 0 27 Sep 2022
Greybox XAI: a Neural-Symbolic learning framework to produce interpretable predictions for image classification Adrien Bennetot Gianni Franchi Javier Del Ser Raja Chatila Natalia Díaz Rodríguez AAML 79 28 0 26 Sep 2022
Towards Faithful Model Explanation in NLP: A Survey Qing Lyu Marianna Apidianaki Chris Callison-Burch XAI 235 120 0 22 Sep 2022
The Embeddings World and Artificial General Intelligence M. H. Chehreghani 21 1 0 14 Sep 2022
Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions Paul Pu Liang Amir Zadeh Louis-Philippe Morency 114 88 0 07 Sep 2022
Trust in Language Grounding: a new AI challenge for human-robot teams David M. Bossens C. Evers 84 1 0 05 Sep 2022
JARVIS: A Neuro-Symbolic Commonsense Reasoning Framework for Conversational Embodied Agents Kai Zheng KAI-QING Zhou Jing Gu Yue Fan Jialu Wang Zong-xiao Li Xuehai He Xinze Wang LM&Ro 106 40 0 28 Aug 2022
Learning and Compositionality: a Unification Attempt via Connectionist Probabilistic Programming Ximing Qiao Hai Helen Li 13 0 0 26 Aug 2022
Neuro-Symbolic Visual Dialog Adnen Abdessaied Mihai Bâce Andreas Bulling NAI 53 3 0 22 Aug 2022
Challenges in Applying Robotics to Retail Store Management Vartika Sengar Aditya Kapoor Nijil George Vighnesh Vatsal J. Gubbi P. Balamuralidhar Arpan Pal 40 5 0 18 Aug 2022
CLEVR-Math: A Dataset for Compositional Language, Visual and Mathematical Reasoning Adam Dahlgren Lindström Savitha Sam Abraham 55 58 0 10 Aug 2022
Neuro-Symbolic Learning: Principles and Applications in Ophthalmology Muhammad Hassan Haifei Guan Aikaterini Melliou Yuqi Wang Qianhui Sun ... Qi Huang Jiefu Tan Qinwang Xing Peiwu Qin Dongmei Yu NAI 99 15 0 31 Jul 2022
3D Concept Grounding on Neural Fields Yining Hong Yilun Du Chun-Tse Lin J. Tenenbaum Chuang Gan 97 20 0 13 Jul 2022
Hierarchical Symbolic Reasoning in Hyperbolic Space for Deep Discriminative Models Ainkaran Santhirasekaram Avinash Kori A. Rockall Mathias Winkler Francesca Toni Ben Glocker FAtt 66 4 0 05 Jul 2022
Interpretable by Design: Learning Predictors by Composing Interpretable Queries Aditya Chattopadhyay Stewart Slocum B. Haeffele René Vidal D. Geman 111 24 0 03 Jul 2022