2019
Pay Less Attention with Lightweight and Dynamic Convolutions
Felix Wu, Angela Fan, Alexei Baevski, Yann Dauphin, Michael Auli
28 Sep 2018 (modified: 21 Feb 2019) ICLR 2019 Conference Blind Submission
How Powerful are Graph Neural Networks?
Keyulu Xu*, Weihua Hu*, Jure Leskovec, Stefanie Jegelka
28 Sep 2018 (modified: 23 Feb 2019) ICLR 2019 Conference Blind Submission
Posterior Attention Models for Sequence to Sequence Learning
28 Sep 2018 (modified: 16 Mar 2019) ICLR 2019 Conference Blind Submission
Attention, Learn to Solve Routing Problems!
Wouter Kool, Herke van Hoof, Max Welling
28 Sep 2018 (modified: 07 Feb 2019) ICLR 2019 Conference Blind Submission
Residual Non-local Attention Networks for Image Restoration
Yulun Zhang, Kunpeng Li, Kai Li, Bineng Zhong, Yun Fu
28 Sep 2018 (modified: 21 Feb 2019) ICLR 2019 Conference Blind Submission
Marginalized Average Attentional Network For Weakly-Supervised Learning
Yuan Yuan, Yueming Lyu, Xi Shen, Ivor W. Tsang, Dit-Yan Yeung
28 Sep 2018 (modified: 27 Feb 2019) ICLR 2019 Conference Blind Submission
Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering
Victor Zhong, Caiming Xiong, Nitish Shirish Keskar, Richard Socher
28 Sep 2018 (modified: 26 Dec 2018) ICLR 2019 Conference Blind Submission
Delta: Deep Learning Transfer Using Feature Map With Attention For Convolutional Networks
Xingjian Li, Haoyi Xiong, Hanchao Wang, Yuxuan Rao, Liping Liu, Jun Huan
28 Sep 2018 (modified: 26 Jan 2019) ICLR 2019 Conference Blind Submission
Hyperbolic Attention Networks
Caglar Gulcehre, Misha Denil, Mateusz Malinowski, Ali Razavi, Razvan Pascanu, Karl Moritz Hermann, Peter Battaglia, Victor Bapst, David Raposo, Adam Santoro, Nando de Freitas
28 Sep 2018 (modified: 04 May 2019) ICLR 2019 Conference Blind Submission
2018
Graph Attention Networks
Petar Veličković, Guillem Cucurull, Arantxa Casanova, Adriana Romero, Pietro Liò, Yoshua Bengio
16 Feb 2018 (modified: 23 Feb 2018) ICLR 2018 Conference Blind Submissio
QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension
Adams Wei Yu, David Dohan, Minh-Thang Luong, Rui Zhao, Kai Chen, Mohammad Norouzi, Quoc V. Le
16 Feb 2018 (modified: 24 Apr 2018) ICLR 2018 Conference Blind Submission
Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling
Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Chengqi Zhang
16 Feb 2018 (modified: 23 Feb 2018) ICLR 2018 Conference Blind Submission
Learn to Pay Attention
Saumya Jetley, Nicholas A. Lord, Namhoon Lee, Philip H. S. Torr
16 Feb 2018 (modified: 24 Feb 2018) ICLR 2018 Conference Blind Submissio
Monotonic Chunkwise Attention
Chung-Cheng Chiu*, Colin Raffel*
16 Feb 2018 (modified: 23 Feb 2018) ICLR 2018 Conference Blind Submission
DCN+: Mixed Objective And Deep Residual Coattention for Question Answering
Caiming Xiong, Victor Zhong, Richard Socher
16 Feb 2018 (modified: 23 Feb 2018) ICLR 2018 Conference Blind Submission
FusionNet: Fusing via Fully-aware Attention with Application to Machine Comprehension
Hsin-Yuan Huang, Chenguang Zhu, Yelong Shen, Weizhu Chen
16 Feb 2018 (modified: 16 Feb 2018) ICLR 2018 Conference Blind Submission
Compositional Attention Networks for Machine Reasoning
Drew A. Hudson, Christopher D. Manning
16 Feb 2018 (modified: 23 Feb 2018) ICLR 2018 Conference Blind Submissio
2017
Sergey Zagoruyko, Nikos Komodakis
06 Nov 2016 (modified: 13 Feb 2017)ICLR 2017 conference submission
Deep Biaffine Attention for Neural Dependency Parsing
Timothy Dozat, Christopher D. Manning
05 Nov 2016 (modified: 04 Mar 2017)ICLR 2017 conference submission
Bidirectional Attention Flow for Machine Comprehension
Minjoon Seo, Aniruddha Kembhavi, Ali Farhadi, Hannaneh Hajishirzi
05 Nov 2016 (modified: 04 Mar 2017)ICLR 2017 conference submission
Dynamic Coattention Networks For Question Answering
Caiming Xiong, Victor Zhong, Richard Socher
05 Nov 2016 (modified: 15 Feb 2017)ICLR 2017 conference submission
Structured Attention Networks
Yoon Kim, Carl Denton, Luong Hoang, Alexander M. Rush
05 Nov 2016 (modified: 17 Feb 2017)ICLR 2017 conference submission
Frustratingly Short Attention Spans in Neural Language Modeling
Michał Daniluk, Tim Rocktäschel, Johannes Welbl, Sebastian Riedel
05 Nov 2016 (modified: 19 Feb 2017)ICLR 2017 conference submission
Recurrent Mixture Density Network for Spatiotemporal Visual Attention
Loris Bazzani, Hugo Larochelle, Lorenzo Torresani
04 Nov 2016 (modified: 11 Feb 2017)ICLR 2017 conference submission