A simple neural network module for relational reasoning

5 June 2017

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

21 / 221 papers shown

Title
DenseImage Network: Video Spatial-Temporal Evolution Encoding and Understanding Xiaokai Chen Ke Gao VGen 16 5 0 19 May 2018
Object Ordering with Bidirectional Matchings for Visual Reasoning Hao Tan Mohit Bansal BDL CoGe 11 16 0 18 Apr 2018
Training a Ranking Function for Open-Domain Question Answering Phu Mon Htut Samuel R. Bowman Kyunghyun Cho RALM OOD 11 49 0 12 Apr 2018
Probing Physics Knowledge Using Tools from Developmental Psychology Luis S. Piloto Ari Weinstein TB Dhruva Arun Ahuja M. Berk Mirza Greg Wayne David Amos Chia-Chun Hung M. Botvinick 19 34 0 03 Apr 2018
Referring Relationships Ranjay Krishna Ines Chami Michael S. Bernstein Li Fei-Fei 19 94 0 28 Mar 2018
Explanation Methods in Deep Learning: Users, Values, Concerns and Challenges Gabrielle Ras Marcel van Gerven W. Haselager XAI 17 217 0 20 Mar 2018
Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning David Mascharka Philip Tran Ryan Soklaski Arjun Majumdar 31 207 0 14 Mar 2018
Compositional Attention Networks for Machine Reasoning Drew A. Hudson Christopher D. Manning BDL OOD LRM 21 572 0 08 Mar 2018
Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions Sjoerd van Steenkiste Michael Chang Klaus Greff Jürgen Schmidhuber BDL OCL DRL 34 290 0 28 Feb 2018
Few-Shot Learning with Metric-Agnostic Conditional Embeddings Nathan Hilliard Lawrence Phillips Scott Howland A. Yankov Court D. Corley Nathan Oken Hodas SSL 23 158 0 12 Feb 2018
Tunneling Neural Perception and Logic Reasoning through Abductive Learning Wang-Zhou Dai Qiu-Ling Xu Yang Yu Zhi-Hua Zhou LRM AI4CE 16 22 0 04 Feb 2018
Recurrent Relational Networks Rasmus Berg Palm Ulrich Paquet Ole Winther GNN ReLM NAI 39 139 0 21 Nov 2017
Hybrid Approach of Relation Network and Localized Graph Convolutional Filtering for Breast Cancer Subtype Classification SungMin Rhee Seokjun Seo Sun Kim GNN 18 173 0 16 Nov 2017
Learning to Compare: Relation Network for Few-Shot Learning Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip H. S. Torr Timothy M. Hospedales 39 4,013 0 16 Nov 2017
Attentional Pooling for Action Recognition Rohit Girdhar Deva Ramanan 21 318 0 04 Nov 2017
FiLM: Visual Reasoning with a General Conditioning Layer Ethan Perez Florian Strub H. D. Vries Vincent Dumoulin Aaron Courville FAtt AIMat OffRL AI4CE 70 2,144 0 22 Sep 2017
Optimization Beyond the Convolution: Generalizing Spatial Relations with End-to-End Metric Learning P. Jund Andreas Eitel N. Abdo Wolfram Burgard 3DPC 16 19 0 04 Jul 2017
VAIN: Attentional Multi-agent Predictive Modeling Yedid Hoshen GNN 38 237 0 19 Jun 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,502 0 25 Jan 2017
Interaction Networks for Learning about Objects, Relations and Physics Peter W. Battaglia Razvan Pascanu Matthew Lai Danilo Jimenez Rezende Koray Kavukcuoglu AI4CE OCL PINN GNN 278 1,400 0 01 Dec 2016
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 149 1,465 0 06 Jun 2016