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
Neuro-Symbolic Forward Reasoning Hikaru Shindo Devendra Singh Dhami Kristian Kersting NAI LRM 82 23 0 18 Oct 2021
Towards Language-guided Visual Recognition via Dynamic Convolutions Gen Luo Yiyi Zhou Xiaoshuai Sun Yongjian Wu Yue Gao Rongrong Ji ObjD 98 19 0 17 Oct 2021
Improving the Robustness to Variations of Objects and Instructions with a Neuro-Symbolic Approach for Interactive Instruction Following Kazutoshi Shinoda Yuki Takezawa Masahiro Suzuki Yusuke Iwasawa Y. Matsuo 23 1 0 13 Oct 2021
Dynamic Inference with Neural Interpreters Nasim Rahaman Muhammad Waleed Gondal S. Joshi Peter V. Gehler Yoshua Bengio Francesco Locatello Bernhard Schölkopf 100 31 0 12 Oct 2021
SLASH: Embracing Probabilistic Circuits into Neural Answer Set Programming Arseny Skryagin Wolfgang Stammer Daniel Ochs Devendra Singh Dhami Kristian Kersting NAI 59 6 0 07 Oct 2021
Coarse-to-Fine Reasoning for Visual Question Answering Binh X. Nguyen Tuong Khanh Long Do Huy Tran Erman Tjiputra Quang-Dieu Tran A. Nguyen NAI 134 40 0 06 Oct 2021
ProTo: Program-Guided Transformer for Program-Guided Tasks Zelin Zhao Karan Samel Binghong Chen Le Song ViT LM&Ro 85 30 0 02 Oct 2021
Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images Zhuowan Li Elias Stengel-Eskin Yixiao Zhang Cihang Xie Q. Tran Benjamin Van Durme Alan Yuille VLM 68 15 0 01 Oct 2021
Grounding Predicates through Actions Toki Migimatsu Jeannette Bohg 199 35 0 29 Sep 2021
Visually Grounded Concept Composition Bowen Zhang Hexiang Hu Linlu Qiu Peter Shaw Fei Sha CoGe 117 6 0 29 Sep 2021
Systematic Generalization on gSCAN: What is Nearly Solved and What is Next? Linlu Qiu Hexiang Hu Bowen Zhang Peter Shaw Fei Sha 81 21 0 25 Sep 2021
CLIPort: What and Where Pathways for Robotic Manipulation Mohit Shridhar Lucas Manuelli Dieter Fox LM&Ro 133 661 0 24 Sep 2021
Weakly Supervised Explainable Phrasal Reasoning with Neural Fuzzy Logic Zijun Wu Zi Xuan Zhang Atharva Naik Zhijian Mei Mauajama Firdaus Lili Mou LRM NAI 64 14 0 18 Sep 2021
Neuro-Symbolic AI: An Emerging Class of AI Workloads and their Characterization Zachary Susskind Bryce Arden L. John Patrick A Stockton E. John NAI 52 41 0 13 Sep 2021
Learning with Holographic Reduced Representations Ashwinkumar Ganesan Hang Gao S. Gandhi Edward Raff Tim Oates James Holt Mark McLean 84 25 0 05 Sep 2021
Phy-Q as a measure for physical reasoning intelligence Cheng Xue Vimukthini Pinto C. Gamage Ekaterina Nikonova Peng Zhang Jochen Renz LRM 68 12 0 31 Aug 2021
From Statistical Relational to Neurosymbolic Artificial Intelligence: a Survey Giuseppe Marra Sebastijan Dumancic Robin Manhaeve Luc de Raedt NAI 104 65 0 25 Aug 2021
Greedy Gradient Ensemble for Robust Visual Question Answering Xinzhe Han Shuhui Wang Chi Su Qingming Huang Q. Tian 65 78 0 27 Jul 2021
Neural Abstructions: Abstractions that Support Construction for Grounded Language Learning Kaylee Burns Christopher D. Manning Li Fei-Fei 42 0 0 20 Jul 2021
Graphhopper: Multi-Hop Scene Graph Reasoning for Visual Question Answering Rajat Koner Hang Li Marcel Hildebrandt Deepan Das Volker Tresp Stephan Günnemann 63 34 0 13 Jul 2021
DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering Jianyu Wang Bingkun Bao Changsheng Xu 66 75 0 10 Jul 2021
Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning Maxwell Nye Michael Henry Tessler J. Tenenbaum Brenden M. Lake 75 119 0 06 Jul 2021
Learning by Planning: Language-Guided Global Image Editing Jing Shi Ning Xu Yihang Xu Trung Bui Franck Dernoncourt Chenliang Xu DiffM LM&Ro 55 33 0 24 Jun 2021
Leveraging Language to Learn Program Abstractions and Search Heuristics Catherine Wong Kevin Ellis J. Tenenbaum Jacob Andreas 96 56 0 18 Jun 2021
How Modular Should Neural Module Networks Be for Systematic Generalization? Vanessa D’Amario Tomotake Sasaki Xavier Boix 66 17 0 15 Jun 2021
pix2rule: End-to-end Neuro-symbolic Rule Learning Nuri Cingillioglu A. Russo NAI 72 9 0 14 Jun 2021
Supervising the Transfer of Reasoning Patterns in VQA Corentin Kervadec Christian Wolf G. Antipov M. Baccouche Madiha Nadri Wolf 76 11 0 10 Jun 2021
Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations Patrick Emami Pan He Sanjay Ranka Anand Rangarajan OCL 140 45 0 07 Jun 2021
End-to-End Neuro-Symbolic Architecture for Image-to-Image Reasoning Tasks Ananye Agarwal P. Shenoy Mausam 37 5 0 06 Jun 2021
GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning Jiaqi Chen Jianheng Tang Jinghui Qin Xiaodan Liang Lingbo Liu Eric Xing Liang Lin AIMat 103 188 0 30 May 2021
Linguistic Structures as Weak Supervision for Visual Scene Graph Generation Keren Ye Adriana Kovashka 61 54 0 28 May 2021
Livewired Neural Networks: Making Neurons That Fire Together Wire Together Thomas Schumacher 70 4 0 17 May 2021
Neuro-Symbolic Artificial Intelligence: Current Trends Md Kamruzzaman Sarker Lu Zhou Aaron Eberhart Pascal Hitzler NAI 66 94 0 11 May 2021
Intelligent interactive technologies for mental health and well-being M. Jovanovic Aleksandar Jevremovic M. Pejović-Milovančević 46 2 0 11 May 2021
Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules Aisha Urooj Khan Hilde Kuehne Kevin Duarte Chuang Gan N. Lobo M. Shah 71 36 0 11 May 2021
gComm: An environment for investigating generalization in Grounded Language Acquisition Rishi Hazra Sonu Dixit 68 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 136 78 0 24 Apr 2021
VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks Hung Le Nancy F. Chen Guosheng Lin MLLM 83 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 87 42 0 15 Apr 2021
Jointly Learning Truth-Conditional Denotations and Groundings using Parallel Attention Leon Bergen Dzmitry Bahdanau Timothy J. O'Donnell FedML 20 1 0 14 Apr 2021
Neuro-Symbolic VQA: A review from the perspective of AGI desiderata Ian Berlot-Attwell 25 3 0 13 Apr 2021
Improved and efficient inter-vehicle distance estimation using road gradients of both ego and target vehicles Robik Shrestha Jinkyu Lee Kushal Kafle S. Hwang Il Yong Chun 77 1 0 01 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 103 94 0 30 Mar 2021
AGQA: A Benchmark for Compositional Spatio-Temporal Reasoning Madeleine Grunde-McLaughlin Ranjay Krishna Maneesh Agrawala CoGe 85 119 0 30 Mar 2021
Domain-robust VQA with diverse datasets and methods but no target labels Ruotong Wang Tristan D. Maidment Ahmad Diab Adriana Kovashka R. Hwa OOD 129 23 0 29 Mar 2021
ACRE: Abstract Causal REasoning Beyond Covariation Chi Zhang Baoxiong Jia Mark Edmonds Song-Chun Zhu Yixin Zhu CML 130 48 0 26 Mar 2021
Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution Chi Zhang Baoxiong Jia Song-Chun Zhu Yixin Zhu 125 72 0 26 Mar 2021
Self-Labeling of Fully Mediating Representations by Graph Alignment M. Oldenhof Adam Arany Yves Moreau Jaak Simm 20 2 0 25 Mar 2021
How to Design Sample and Computationally Efficient VQA Models Karan Samel Zelin Zhao Binghong Chen Kuan-Chieh Wang Haozheng Luo Le Song 43 4 0 22 Mar 2021
D'ya like DAGs? A Survey on Structure Learning and Causal Discovery M. Vowels Necati Cihan Camgöz Richard Bowden CML 147 305 0 03 Mar 2021