Order Matters: Sequence to sequence for sets

19 November 2015

Papers citing "Order Matters: Sequence to sequence for sets"

50 / 152 papers shown

Title
Efficient and Stable Graph Scattering Transforms via Pruning V. Ioannidis Siheng Chen G. Giannakis 28 11 0 27 Jan 2020
Learning Improvement Heuristics for Solving Routing Problems Yaoxin Wu Wen Song Zhiguang Cao Jie Zhang Andrew Lim 39 281 0 12 Dec 2019
ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations Ekagra Ranjan Soumya Sanyal Partha P. Talukdar GNN 23 329 0 18 Nov 2019
Unsupervised Attributed Multiplex Network Embedding Chanyoung Park Donghyun Kim Jiawei Han Hwanjo Yu 32 249 0 15 Nov 2019
Hierarchical Graph Pooling with Structure Learning Zhen Zhang Jiajun Bu Martin Ester Jianfeng Zhang Chengwei Yao Zhi Yu Can Wang 30 174 0 14 Nov 2019
Human Action Recognition with Multi-Laplacian Graph Convolutional Networks A. Mazari H. Sahbi GNN 32 5 0 15 Oct 2019
Set Functions for Time Series Max Horn Michael Moor Christian Bock Bastian Alexander Rieck Karsten M. Borgwardt AI4TS 32 145 0 26 Sep 2019
Dependency-aware Attention Control for Unconstrained Face Recognition with Image Sets Xiaofeng Liu B. Kumar Chao Yang Qingming Tang J. You CVBM 23 42 0 05 Jul 2019
Graph Representation Learning via Hard and Channel-Wise Attention Networks Hongyang Gao Shuiwang Ji GNN 25 57 0 05 Jul 2019
Deep Set Prediction Networks Yan Zhang Jonathon S. Hare Adam Prugel-Bennett 22 107 0 15 Jun 2019
Utilizing Edge Features in Graph Neural Networks via Variational Information Maximization Pengfei Chen Weiwen Liu Chang-Yu Hsieh Guangyong Chen Shengyu Zhang 17 21 0 13 Jun 2019
Discrete Flows: Invertible Generative Models of Discrete Data Dustin Tran Keyon Vafa Kumar Krishna Agrawal Laurent Dinh Ben Poole DRL 24 114 0 24 May 2019
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction Kosuke Nishida Kyosuke Nishida Masaaki Nagata Atsushi Otsuka Itsumi Saito Hisako Asano J. Tomita RALM 19 102 0 21 May 2019
Improving Discrete Latent Representations With Differentiable Approximation Bridges Jason Ramapuram Russ Webb DRL 19 9 0 09 May 2019
Graph Convolutional Networks with EigenPooling Yao Ma Suhang Wang Charu C. Aggarwal Jiliang Tang GNN 37 331 0 30 Apr 2019
Rep the Set: Neural Networks for Learning Set Representations Konstantinos Skianis Giannis Nikolentzos Stratis Limnios Michalis Vazirgiannis OCL 19 45 0 03 Apr 2019
Fast Graph Representation Learning with PyTorch Geometric Matthias Fey J. E. Lenssen 3DH GNN 3DPC 68 4,242 0 06 Mar 2019
Deep Learning on Attributed Graphs: A Journey from Graphs to Their Embeddings and Back M. Simonovsky BDL GNN 29 1 0 24 Jan 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 163 8,362 0 03 Jan 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 28 5,400 0 20 Dec 2018
Inverse Cooking: Recipe Generation from Food Images Amaia Salvador M. Drozdzal Xavier Giró-i-Nieto Adriana Romero 23 147 0 14 Dec 2018
Deep Learning on Graphs: A Survey Ziwei Zhang Peng Cui Wenwu Zhu GNN 54 1,321 0 11 Dec 2018
EventNet: Asynchronous Recursive Event Processing Yusuke Sekikawa K. Hara Hideo Saito 56 98 0 07 Dec 2018
Deep Geometric Prior for Surface Reconstruction Francis Williams T. Schneider Claudio Silva Denis Zorin Joan Bruna Daniele Panozzo 3DPC 19 190 0 27 Nov 2018
Learning and Interpreting Multi-Multi-Instance Learning Networks Alessandro Tibo M. Jaeger P. Frasconi AI4CE 30 23 0 26 Oct 2018
Scalable Micro-planned Generation of Discourse from Structured Data Anirban Laha Parag Jain Abhijit Mishra Karthik Sankaranarayanan LMTD 23 25 0 05 Oct 2018
ResumeNet: A Learning-based Framework for Automatic Resume Quality Assessment Yong Luo Huaizheng Zhang Yongjie Wang Yonggang Wen Xinwen Zhang 21 16 0 05 Oct 2018
Seq2Slate: Re-ranking and Slate Optimization with RNNs Irwan Bello Sayali Kulkarni Sagar Jain Craig Boutilier Ed H. Chi Elad Eban Xiyang Luo Alan Mackey Ofer Meshi 30 91 0 04 Oct 2018
Powerful, transferable representations for molecules through intelligent task selection in deep multitask networks Clyde Fare Lukas Turcani Edward O. Pyzer-Knapp 32 13 0 17 Sep 2018
Robust Attentional Aggregation of Deep Feature Sets for Multi-view 3D Reconstruction Bo Yang Sen Wang Andrew Markham Niki Trigoni 3DPC 3DV 26 138 0 02 Aug 2018
Hierarchical Graph Representation Learning with Differentiable Pooling Rex Ying Jiaxuan You Christopher Morris Xiang Ren William L. Hamilton J. Leskovec GNN 90 2,124 0 22 Jun 2018
Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks Kun Xu Lingfei Wu Zhiguo Wang Yansong Feng Michael Witbrock V. Sheinin GNN 25 171 0 03 Apr 2018
Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification Jianlou Si Honggang Zhang Chun-Guang Li Jason Kuen Xiangfei Kong Alex C. Kot G. Wang 22 464 0 27 Mar 2018
Learning the Multiple Traveling Salesmen Problem with Permutation Invariant Pooling Networks Yoav Kaempfer Lior Wolf 24 71 0 26 Mar 2018
Attention, Learn to Solve Routing Problems! W. Kool H. V. Hoof Max Welling 28 1,175 0 22 Mar 2018
BRUNO: A Deep Recurrent Model for Exchangeable Data I. Korshunova Jonas Degrave Ferenc Huszár Y. Gal Arthur Gretton J. Dambre BDL 24 33 0 21 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 36 158 0 12 Feb 2018
Reinforcement Learning for Solving the Vehicle Routing Problem M. Nazari Afshin Oroojlooy L. Snyder Martin Takáč 38 877 0 12 Feb 2018
Exploration on Generating Traditional Chinese Medicine Prescription from Symptoms with an End-to-End method Wei Li Zheng Yang Xu Sun MedIm LM&MA 24 26 0 27 Jan 2018
Joint Learning of Set Cardinality and State Distribution S. Hamid Rezatofighi Anton Milan Javen Qinfeng Shi A. Dick Ian Reid SSL BDL 32 16 0 13 Sep 2017
Content-Based Table Retrieval for Web Queries Zhao Yan Duyu Tang Nan Duan Junwei Bao Yuanhua Lv Ming Zhou Zhoujun Li LMTD 19 21 0 08 Jun 2017
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 86 7,314 0 04 Apr 2017
Learning to Remember Rare Events Lukasz Kaiser Ofir Nachum Aurko Roy Samy Bengio RALM CLL 29 363 0 09 Mar 2017
Coordinated Multi-Agent Imitation Learning Hoang Minh Le Yisong Yue Peter Carr P. Lucey 31 187 0 09 Mar 2017
MoleculeNet: A Benchmark for Molecular Machine Learning Zhenqin Wu Bharath Ramsundar Evan N. Feinberg Joseph Gomes C. Geniesse Aneesh S. Pappu K. Leswing Vijay S. Pande OOD 245 1,780 0 02 Mar 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,109 0 02 Dec 2016
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 71 1,456 0 29 Nov 2016
DeepSetNet: Predicting Sets with Deep Neural Networks S. Hamid Rezatofighi B. V. Kumar Anton Milan Ehsan Abbasnejad A. Dick Ian Reid BDL 34 51 0 28 Nov 2016
Classify or Select: Neural Architectures for Extractive Document Summarization Ramesh Nallapati Bowen Zhou Mingbo Ma 20 92 0 14 Nov 2016
Low Data Drug Discovery with One-shot Learning Han Altae-Tran Bharath Ramsundar Aneesh S. Pappu Vijay S. Pande 43 677 0 10 Nov 2016