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A Novel Neural-symbolic System under Statistical Relational Learning

16 September 2023

Papers citing "A Novel Neural-symbolic System under Statistical Relational Learning"

37 / 37 papers shown

Title
NeurASP: Embracing Neural Networks into Answer Set Programming Zhun Yang Adam Ishay Joohyung Lee NAI 144 158 0 15 Jul 2023
Neural Message Passing for Visual Relationship Detection Yue Hu Siheng Chen Xu Chen Ya Zhang Xiao Gu 80 17 0 08 Aug 2022
DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning Zhuo Chen Yufen Huang Jiaoyan Chen Yuxia Geng Wen Zhang Yin Fang Jeff Z. Pan Huajun Chen VLM 92 66 0 04 Jul 2022
NeuPSL: Neural Probabilistic Soft Logic Connor Pryor Charles Dickens Eriq Augustine Alon Albalak William Wang Lise Getoor NAI 70 34 0 27 May 2022
MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning Shiming Chen Ziming Hong Guosen Xie Wenhan Wang Qinmu Peng Kai Wang Jian-jun Zhao Xinge You VLM 79 107 0 07 Mar 2022
Generalizable Neuro-symbolic Systems for Commonsense Question Answering A. Oltramari Jonathan M Francis Filip Ilievski Kaixin Ma Roshanak Mirzaee NAI 78 8 0 17 Jan 2022
TransZero: Attribute-guided Transformer for Zero-Shot Learning Shiming Chen Ziming Hong Yang Liu Guosen Xie Baigui Sun Hao Li Qinmu Peng Kelvin Lu Xinge You ViT 89 137 0 03 Dec 2021
DeepPSL: End-to-end perception and reasoning Sridhar Dasaratha Sai Akhil Puranam Karmvir Singh Phogat Sunil R. Tiyyagura Nigel P. Duffy BDL ReLM LRM 79 3 0 28 Sep 2021
Attribute Prototype Network for Zero-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata 65 294 0 19 Aug 2020
Symbolic Logic meets Machine Learning: A Brief Survey in Infinite Domains Vaishak Belle NAI LRM 93 36 0 15 Jun 2020
GPS-Net: Graph Property Sensing Network for Scene Graph Generation Xin Lin Changxing Ding Jinquan Zeng Dacheng Tao 103 283 0 29 Mar 2020
Efficient Probabilistic Logic Reasoning with Graph Neural Networks Yuyu Zhang Xinshi Chen Yu’an Yang Arun Ramamurthy Yue Liu Yuan Qi Le Song AI4CE 150 111 0 29 Jan 2020
Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning Yibo Sun Duyu Tang Nan Duan Yeyun Gong Xiaocheng Feng Bing Qin Daxin Jiang NAI MedIm 57 25 0 12 Sep 2019
Neural Probabilistic Logic Programming in DeepProbLog Robin Manhaeve Sebastijan Dumancic Angelika Kimmig T. Demeester Luc de Raedt NAI 97 561 0 18 Jul 2019
Probabilistic Logic Neural Networks for Reasoning Meng Qu Jian Tang 69 164 0 20 Jun 2019
Neural Markov Logic Networks G. Marra Ondrej Kuzelka NAI 76 43 0 31 May 2019
On Exploring Undetermined Relationships for Visual Relationship Detection Yibing Zhan Jun-chen Yu Ting Yu Dacheng Tao 66 83 0 05 May 2019
The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision Jiayuan Mao Chuang Gan Pushmeet Kohli J. Tenenbaum Jiajun Wu NAI 138 703 0 26 Apr 2019
Context-Aware Zero-Shot Recognition Ruotian Luo Ning Zhang Bohyung Han L. Yang 61 31 0 19 Apr 2019
Semantically Aligned Bias Reducing Zero Shot Learning Akanksha Paul N. C. Krishnan Prateek Munjal VLM 55 64 0 16 Apr 2019
Learning to Reason: Leveraging Neural Networks for Approximate DNF Counting Ralph Abboud .Ismail .Ilkan Ceylan Thomas Lukasiewicz 59 29 0 04 Apr 2019
Graph R-CNN for Scene Graph Generation Jianwei Yang Jiasen Lu Stefan Lee Dhruv Batra Devi Parikh GNN 110 844 0 01 Aug 2018
Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition Guojun Yin Lu Sheng Bin Liu Nenghai Yu Xiaogang Wang Jing Shao Chen Change Loy ObjD 83 156 0 13 Jul 2018
Large-Scale Visual Relationship Understanding Ji Zhang Yannis Kalantidis Marcus Rohrbach Manohar Paluri Ahmed Elgammal Mohamed Elhoseiny 47 168 0 27 Apr 2018
Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction Roei Herzig Moshiko Raboh Gal Chechik Jonathan Berant Amir Globerson GNN OCL 75 135 0 15 Feb 2018
A Semantic Loss Function for Deep Learning with Symbolic Knowledge Jingyi Xu Zilu Zhang Tal Friedman Yitao Liang Guy Van den Broeck 99 453 0 29 Nov 2017
Neural Motifs: Scene Graph Parsing with Global Context Rowan Zellers Mark Yatskar Sam Thomson Yejin Choi GNN 95 999 0 17 Nov 2017
Visual Relationship Detection with Internal and External Linguistic Knowledge Distillation Ruichi Yu Ang Li Vlad I. Morariu L. Davis 64 312 0 28 Jul 2017
Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly Yongqin Xian Christoph H. Lampert Bernt Schiele Zeynep Akata VLM 172 1,570 0 03 Jul 2017
Pixels to Graphs by Associative Embedding Alejandro Newell Jia Deng GNN VOS 83 232 0 22 Jun 2017
Scene Graph Generation by Iterative Message Passing Danfei Xu Yuke Zhu Chris Choy Li Fei-Fei GNN 3DV 106 1,226 0 10 Jan 2017
Visual Relationship Detection with Language Priors Cewu Lu Ranjay Krishna Michael S. Bernstein Li Fei-Fei VLM 81 1,142 0 31 Jul 2016
Harnessing Deep Neural Networks with Logic Rules Zhiting Hu Xuezhe Ma Zhengzhong Liu Eduard H. Hovy Eric Xing AI4CE NAI 90 614 0 21 Mar 2016
An Introduction to Convolutional Neural Networks K. O’Shea Ryan Nash FaML HAI 85 3,159 0 26 Nov 2015
Hinge-Loss Markov Random Fields and Probabilistic Soft Logic Stephen H. Bach Matthias Broecheler Bert Huang Lise Getoor TPM AI4CE 118 387 0 17 May 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 434 43,832 0 01 May 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 402 33,565 0 16 Oct 2013