A simple neural network module for relational reasoning

5 June 2017

Papers citing "A simple neural network module for relational reasoning"

50 / 221 papers shown

Title
Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation Mrigank Raman Aaron Chan Siddhant Agarwal Peifeng Wang Hansen Wang Sungchul Kim Ryan Rossi Handong Zhao Nedim Lipka Xiang Ren 33 19 0 24 Oct 2020
New Ideas and Trends in Deep Multimodal Content Understanding: A Review Wei-Neng Chen Weiping Wang Li Liu M. Lew VLM 110 31 0 16 Oct 2020
Set Prediction without Imposing Structure as Conditional Density Estimation David W. Zhang Gertjan J. Burghouts Cees G. M. Snoek 43 17 0 08 Oct 2020
Graph-based Heuristic Search for Module Selection Procedure in Neural Module Network Yuxuan Wu Hideki Nakayama GNN 23 3 0 30 Sep 2020
Scale-Localized Abstract Reasoning Yaniv Benny Niv Pekar Lior Wolf 15 60 0 20 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 24 79 0 17 Sep 2020
GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training Tianle Cai Shengjie Luo Keyulu Xu Di He Tie-Yan Liu Liwei Wang GNN 16 158 0 07 Sep 2020
Learning from Few Samples: A Survey Nihar Bendre Hugo Terashima-Marín Peyman Najafirad VLM BDL 24 54 0 30 Jul 2020
Deep Learning for Abstract Argumentation Semantics Dennis Craandijk Floris Bex SSeg 18 30 0 15 Jul 2020
S2RMs: Spatially Structured Recurrent Modules Nasim Rahaman Anirudh Goyal Muhammad Waleed Gondal M. Wuthrich Stefan Bauer Yash Sharma Yoshua Bengio Bernhard Schölkopf 21 14 0 13 Jul 2020
Relational-Grid-World: A Novel Relational Reasoning Environment and An Agent Model for Relational Information Extraction Faruk Küçüksubasi Elif Surer 19 2 0 12 Jul 2020
Evolving Graphical Planner: Contextual Global Planning for Vision-and-Language Navigation Zhiwei Deng Karthik Narasimhan Olga Russakovsky 13 86 0 11 Jul 2020
The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning Yuhuai Wu Honghua Dong Roger C. Grosse Jimmy Ba CoGe 22 66 0 08 Jul 2020
Conditional Set Generation with Transformers Adam R. Kosiorek Hyunjik Kim Danilo Jimenez Rezende 19 40 0 26 Jun 2020
Explanation-based Weakly-supervised Learning of Visual Relations with Graph Networks Federico Baldassarre Kevin Smith Josephine Sullivan Hossein Azizpour 19 24 0 16 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 15 12 0 16 Jun 2020
Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization Junting Pan Siyu Chen Zheng Shou Yu Liu Jing Shao Hongsheng Li 3DPC 15 150 0 14 Jun 2020
Towards Robust Pattern Recognition: A Review Xu-Yao Zhang Cheng-Lin Liu C. Suen OOD HAI 19 102 0 12 Jun 2020
Large-Scale Adversarial Training for Vision-and-Language Representation Learning Zhe Gan Yen-Chun Chen Linjie Li Chen Zhu Yu Cheng Jingjing Liu ObjD VLM 24 487 0 11 Jun 2020
STINet: Spatio-Temporal-Interactive Network for Pedestrian Detection and Trajectory Prediction Zhishuai Zhang Jiyang Gao Junhua Mao Yukai Liu Dragomir Anguelov Congcong Li 3DPC 3DH 27 59 0 08 May 2020
Dynamic Language Binding in Relational Visual Reasoning T. Le Vuong Le Svetha Venkatesh T. Tran NAI 18 19 0 30 Apr 2020
In-Machine-Learning Database: Reimagining Deep Learning with Old-School SQL Len Du OOD 11 5 0 11 Apr 2020
Compact Deep Aggregation for Set Retrieval Yujie Zhong Relja Arandjelović Andrew Zisserman CVBM 3DH 21 14 0 26 Mar 2020
Solving Raven's Progressive Matrices with Multi-Layer Relation Networks Marius Jahrens T. Martinetz AIMat GNN 19 29 0 25 Mar 2020
Incorporating Relational Background Knowledge into Reinforcement Learning via Differentiable Inductive Logic Programming Ali Payani Faramarz Fekri 21 18 0 23 Mar 2020
Ground Truth Evaluation of Neural Network Explanations with CLEVR-XAI L. Arras Ahmed Osman Wojciech Samek XAI AAML 21 149 0 16 Mar 2020
Stochastic Latent Residual Video Prediction Jean-Yves Franceschi E. Delasalles Mickaël Chen Sylvain Lamprier Patrick Gallinari VGen 26 159 0 21 Feb 2020
MEMO: A Deep Network for Flexible Combination of Episodic Memories Andrea Banino Adria Puigdomenech Badia Raphael Köster Martin Chadwick V. Zambaldi Demis Hassabis Caswell Barry M. Botvinick D. Kumaran Charles Blundell KELM 20 33 0 29 Jan 2020
A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings G. R. Claramunt Rodrigo Agerri German Rigau 22 7 0 17 Jan 2020
CheXplain: Enabling Physicians to Explore and UnderstandData-Driven, AI-Enabled Medical Imaging Analysis Yao Xie Melody Chen David Kao Ge Gao Xiang Ánthony' Chen 23 125 0 15 Jan 2020
Rethinking Class Relations: Absolute-relative Supervised and Unsupervised Few-shot Learning Hongguang Zhang Piotr Koniusz Songlei Jian Hongdong Li Philip H. S. Torr SSL 21 59 0 12 Jan 2020
Non-Parametric Learning of Lifted Restricted Boltzmann Machines Navdeep Kaur Gautam Kunapuli Sriraam Natarajan 11 4 0 09 Jan 2020
SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition Zhixuan Lin Yi-Fu Wu Skand Peri Weihao Sun Gautam Singh Fei Deng Jindong Jiang Sungjin Ahn BDL OCL 3DPC 28 246 0 08 Jan 2020
Explainable Deep Relational Networks for Predicting Compound-Protein Affinities and Contacts Mostafa Karimi Di Wu Zhangyang Wang Yang Shen 27 46 0 29 Dec 2019
A Review on Intelligent Object Perception Methods Combining Knowledge-based Reasoning and Machine Learning Filippos Gouidis Alexandros Vassiliades T. Patkos Antonis Argyros Nick Bassiliades Dimitris Plexousakis OCL 29 12 0 26 Dec 2019
Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks Corentin Kervadec G. Antipov M. Baccouche Christian Wolf 19 14 0 06 Dec 2019
SOGNet: Scene Overlap Graph Network for Panoptic Segmentation Yibo Yang Hongyang Li Xia Li Qijie Zhao Jianlong Wu Zhouchen Lin ISeg 14 62 0 18 Nov 2019
Dynamics Learning with Cascaded Variational Inference for Multi-Step Manipulation Kuan Fang Yuke Zhu Animesh Garg Silvio Savarese Li Fei-Fei DRL 12 47 0 29 Oct 2019
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI Alejandro Barredo Arrieta Natalia Díaz Rodríguez Javier Del Ser Adrien Bennetot S. Tabik ... S. Gil-Lopez Daniel Molina Richard Benjamins Raja Chatila Francisco Herrera XAI 37 6,109 0 22 Oct 2019
Interaction Relational Network for Mutual Action Recognition Mauricio Perez Jun Liu Alex C. Kot 19 66 0 11 Oct 2019
CompareNet: Anatomical Segmentation Network with Deep Non-local Label Fusion Yuan Liang Weinan Song J. Dym Kun Wang Lei He 3DPC 15 6 0 10 Oct 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
PARN: Position-Aware Relation Networks for Few-Shot Learning Ziyang Wu Yuwei Li Lihua Guo K. Jia 23 86 0 10 Sep 2019
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning Bill Yuchen Lin Xinyue Chen Jamin Chen Xiang Ren 13 459 0 04 Sep 2019
PlotQA: Reasoning over Scientific Plots Nitesh Methani Pritha Ganguly Mitesh M. Khapra Pratyush Kumar 21 206 0 03 Sep 2019
Adaptive Embedding Gate for Attention-Based Scene Text Recognition Xiaoxue Chen Tianwei Wang Yuanzhi Zhu Lianwen Jin Canjie Luo 31 39 0 26 Aug 2019
Compositional Video Prediction Yufei Ye Maneesh Singh Abhinav Gupta Shubham Tulsiani 18 84 0 22 Aug 2019
What is needed for simple spatial language capabilities in VQA? A. Kuhnle Ann A. Copestake CoGe 18 1 0 17 Aug 2019
VisualBERT: A Simple and Performant Baseline for Vision and Language Liunian Harold Li Mark Yatskar Da Yin Cho-Jui Hsieh Kai-Wei Chang VLM 35 1,912 0 09 Aug 2019
Use What You Have: Video Retrieval Using Representations From Collaborative Experts Yang Liu Samuel Albanie Arsha Nagrani Andrew Zisserman 28 387 0 31 Jul 2019