Convolutional Sequence to Sequence Learning

8 May 2017

Papers citing "Convolutional Sequence to Sequence Learning"

50 / 1,325 papers shown

Title
Deep Learning on Traffic Prediction: Methods, Analysis and Future Directions Xueyan Yin Genze Wu Jinze Wei Yanming Shen Heng Qi Baocai Yin AI4TS 25 45 0 18 Apr 2020
Highway Transformer: Self-Gating Enhanced Self-Attentive Networks Yekun Chai Jin Shuo Xinwen Hou 25 17 0 17 Apr 2020
SongNet: Rigid Formats Controlled Text Generation Piji Li Haisong Zhang Xiaojiang Liu Shuming Shi 27 53 0 17 Apr 2020
Light-Weighted CNN for Text Classification R. Yadav 34 7 0 16 Apr 2020
Neural Machine Translation: Challenges, Progress and Future Jiajun Zhang Chengqing Zong 26 52 0 13 Apr 2020
Deep Residual Correction Network for Partial Domain Adaptation Shuang Li Chi Harold Liu Qiuxia Lin Qi Wen Limin Su Gao Huang Zhengming Ding 19 145 0 10 Apr 2020
An In-depth Walkthrough on Evolution of Neural Machine Translation Rohan Jagtap Sudhir N. Dhage 18 0 0 10 Apr 2020
Sequential View Synthesis with Transformer Phong Nguyen-Ha Lam Huynh Esa Rahtu J. Heikkilä ViT 36 2 0 09 Apr 2020
Cross-lingual Supervision Improves Unsupervised Neural Machine Translation Mingxuan Wang Hongxiao Bai Hai Zhao Lei Li 27 6 0 07 Apr 2020
Residual Shuffle-Exchange Networks for Fast Processing of Long Sequences Andis Draguns Emīls Ozoliņš A. Sostaks Matiss Apinis Kārlis Freivalds 19 8 0 06 Apr 2020
Forecast Network-Wide Traffic States for Multiple Steps Ahead: A Deep Learning Approach Considering Dynamic Non-Local Spatial Correlation and Non-Stationary Temporal Dependency Xinglei Wang Xuefeng Guan Jun Cao N. Zhang Huayi Wu GNN AI4TS 24 42 0 06 Apr 2020
Deep Learning Based Text Classification: A Comprehensive Review Shervin Minaee Nal Kalchbrenner Min Zhang Narjes Nikzad M. Asgari-Chenaghlu Jianfeng Gao AILaw VLM AI4TS 30 1,091 0 06 Apr 2020
Finding the Optimal Vocabulary Size for Neural Machine Translation Thamme Gowda Jonathan May 14 3 0 05 Apr 2020
Understanding Learning Dynamics for Neural Machine Translation Conghui Zhu Guanlin Li Lemao Liu Tiejun Zhao Shuming Shi 23 3 0 05 Apr 2020
AR: Auto-Repair the Synthetic Data for Neural Machine Translation Shanbo Cheng Shaohui Kuang Rongxiang Weng Heng Yu Changfeng Zhu Weihua Luo SyDa 33 3 0 05 Apr 2020
Detecting and Understanding Generalization Barriers for Neural Machine Translation Guanlin Li Lemao Liu Conghui Zhu Tiejun Zhao Shuming Shi 28 0 0 05 Apr 2020
Reference Language based Unsupervised Neural Machine Translation Z. Li Hai Zhao Rui Wang Masao Utiyama Eiichiro Sumita 9 27 0 05 Apr 2020
Knowing What, Where and When to Look: Efficient Video Action Modeling with Attention Juan-Manuel Perez-Rua Brais Martínez Xiatian Zhu Antoine Toisoul Victor Escorcia Tao Xiang 50 19 0 02 Apr 2020
Better Sign Language Translation with STMC-Transformer Kayo Yin Jesse Read SLR 46 24 0 01 Apr 2020
Low Resource Neural Machine Translation: A Benchmark for Five African Languages Surafel Melaku Lakew Matteo Negri Marco Turchi AIMat 17 27 0 31 Mar 2020
Sign Language Transformers: Joint End-to-end Sign Language Recognition and Translation Necati Cihan Camgöz Oscar Koller Simon Hadfield Richard Bowden SLR 28 492 0 30 Mar 2020
Learning Contextualized Sentence Representations for Document-Level Neural Machine Translation Pei Zhang Xu Zhang Wei Chen Jian Yu Yanfeng Wang Deyi Xiong 19 4 0 30 Mar 2020
Towards Accurate Scene Text Recognition with Semantic Reasoning Networks Deli Yu Xuan Li Chengquan Zhang Junyu Han Jingtuo Liu Errui Ding 43 285 0 27 Mar 2020
ProGraML: Graph-based Deep Learning for Program Optimization and Analysis Chris Cummins Zacharias V. Fisches Tal Ben-Nun Torsten Hoefler Hugh Leather 88 56 0 23 Mar 2020
Probing Word Translations in the Transformer and Trading Decoder for Encoder Layers Hongfei Xu Josef van Genabith Qiuhui Liu Deyi Xiong 20 3 0 21 Mar 2020
Improving Irregularly Sampled Time Series Learning with Dense Descriptors of Time R. T. Sousa Lucas A. Pereira A. S. Soares AI4TS 47 3 0 20 Mar 2020
Collaborative Video Object Segmentation by Foreground-Background Integration Zongxin Yang Yunchao Wei Yi Yang VOS 14 249 0 18 Mar 2020
PIC: Permutation Invariant Convolution for Recognizing Long-range Activities Noureldien Hussein E. Gavves A. Smeulders VLM 31 13 0 18 Mar 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 246 1,454 0 18 Mar 2020
Scene Text Recognition via Transformer Xinjie Feng Huanjin Yao Yuankai Qi Jun Zhang Shengping Zhang ViT 33 9 0 18 Mar 2020
GraphTCN: Spatio-Temporal Interaction Modeling for Human Trajectory Prediction Chengxin Wang Shaofeng Cai Gary S. H. Tan GNN 21 48 0 16 Mar 2020
Revisit Systematic Generalization via Meaningful Learning Ning Shi Wei Ping Wei Wang Xiangyu Liu Zhouhan Lin 25 2 0 14 Mar 2020
Cars Can't Fly up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention Networks Sungha Choi J. Kim Jaegul Choo SSeg 27 155 0 11 Mar 2020
Meta-Embeddings Based On Self-Attention Qichen Li Xiaoke Jiang Jun Xia Jian Li 21 2 0 03 Mar 2020
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 85 216 0 02 Mar 2020
Transformer++ Prakhar Thapak P. Hore 14 0 0 02 Mar 2020
Depth-Adaptive Graph Recurrent Network for Text Classification Yijin Liu Fandong Meng Jinan Xu Jinan Xu Jie Zhou 39 3 0 29 Feb 2020
Modeling Future Cost for Neural Machine Translation Chaoqun Duan Kehai Chen Rui Wang Masao Utiyama Eiichiro Sumita Conghui Zhu Tiejun Zhao AI4TS 28 15 0 28 Feb 2020
Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth Estimation Yunhan Zhao Shu Kong Daeyun Shin Charless C. Fowlkes MDE 20 44 0 27 Feb 2020
Hierarchical Memory Decoding for Video Captioning Aming Wu Yahong Han 22 2 0 27 Feb 2020
Marathi To English Neural Machine Translation With Near Perfect Corpus And Transformers S. Jadhav 18 8 0 26 Feb 2020
GRET: Global Representation Enhanced Transformer Rongxiang Weng Hao-Ran Wei Shujian Huang Heng Yu Lidong Bing Weihua Luo Jiajun Chen 27 9 0 24 Feb 2020
Transformer Hawkes Process Simiao Zuo Haoming Jiang Zichong Li T. Zhao H. Zha AI4TS 33 286 0 21 Feb 2020
Contextual Lensing of Universal Sentence Representations J. Kiros 21 5 0 20 Feb 2020
LAMBERT: Layout-Aware (Language) Modeling for information extraction Lukasz Garncarek Rafal Powalski Tomasz Stanislawek Bartosz Topolski Piotr Halama M. Turski Filip Graliñski 8 87 0 19 Feb 2020
Tree-structured Attention with Hierarchical Accumulation Xuan-Phi Nguyen Shafiq Joty Guosheng Lin R. Socher 12 76 0 19 Feb 2020
Interpretable Multi-Headed Attention for Abstractive Summarization at Controllable Lengths Ritesh Sarkhel Moniba Keymanesh Arnab Nandi Srinivasan Parthasarathy 9 2 0 18 Feb 2020
A Survey of Deep Learning Techniques for Neural Machine Translation Shu Yang Yuxin Wang Xiaowen Chu VLM AI4TS AI4CE 27 138 0 18 Feb 2020
On the Discrepancy between Density Estimation and Sequence Generation Jason D. Lee Dustin Tran Orhan Firat Kyunghyun Cho 8 11 0 17 Feb 2020
Low-Rank Bottleneck in Multi-head Attention Models Srinadh Bhojanapalli Chulhee Yun A. S. Rawat Sashank J. Reddi Sanjiv Kumar 24 94 0 17 Feb 2020