Layer Normalization

21 July 2016

Jimmy Lei Ba

Papers citing "Layer Normalization"

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Title
Improving speech emotion recognition via Transformer-based Predictive Coding through transfer learning Zheng Lian Ya Li J. Tao Jian Huang ViT 13 18 0 11 Nov 2018
Benchmarking Deep Sequential Models on Volatility Predictions for Financial Time Series Qiang Zhang Kyle Birkeland Yaodong Yang Yixiao Liu 33 9 0 08 Nov 2018
Neural Phrase-to-Phrase Machine Translation Jiangtao Feng Lingpeng Kong Po-Sen Huang Chong-Jun Wang Da Huang Jiayuan Mao Kan Qiao Dengyong Zhou AIMat 24 14 0 06 Nov 2018
Compact Personalized Models for Neural Machine Translation Joern Wuebker A. Paz N. Ravid VLM 21 56 0 05 Nov 2018
Bi-Directional Differentiable Input Reconstruction for Low-Resource Neural Machine Translation Xing Niu Weijia Xu Marine Carpuat 19 17 0 02 Nov 2018
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks Byeongchang Kim Hyunwoo J. Kim Gunhee Kim 31 182 0 02 Nov 2018
Towards Linear Time Neural Machine Translation with Capsule Networks Mingxuan Wang Jun Xie Zhixing Tan Jinsong Su Deyi Xiong Lei Li AIMat 24 27 0 01 Nov 2018
Hybrid Self-Attention Network for Machine Translation Kaitao Song Tan Xu Furong Peng Jianfeng Lu 21 12 0 01 Nov 2018
Dial2Desc: End-to-end Dialogue Description Generation Haojie Pan Junpei Zhou Zhou Zhao Yan Liu Deng Cai Min Yang VLM 18 14 0 01 Nov 2018
A task in a suit and a tie: paraphrase generation with semantic augmentation Su Wang Rahul Gupta Nancy Chang Jason Baldridge 19 65 0 31 Oct 2018
Convolutional Self-Attention Network Baosong Yang Longyue Wang Derek F. Wong Lidia S. Chao Zhaopeng Tu BDL 19 11 0 31 Oct 2018
Machine Translation between Vietnamese and English: an Empirical Study Hong-Hai Phan-Vu Viet-Trung Tran V. Nguyen Hoang-Vu Dang Phan-Thuan Do 20 17 0 30 Oct 2018
A Simple Recurrent Unit with Reduced Tensor Product Representations Shuai Tang P. Smolensky V. D. Sa 22 2 0 29 Oct 2018
A Closer Look at Deep Learning Heuristics: Learning rate restarts, Warmup and Distillation Akhilesh Deepak Gotmare N. Keskar Caiming Xiong R. Socher ODL 19 275 0 29 Oct 2018
Towards Principled Uncertainty Estimation for Deep Neural Networks Richard E. Harang Ethan M. Rudd BDL UQCV 36 6 0 29 Oct 2018
Convolutional neural networks with extra-classical receptive fields Brian Hu Stefan Mihalas 20 3 0 27 Oct 2018
One-Shot Hierarchical Imitation Learning of Compound Visuomotor Tasks Tianhe Yu Pieter Abbeel Sergey Levine Chelsea Finn 13 68 0 25 Oct 2018
Batch Normalization Sampling Zhaodong Chen Lei Deng Guoqi Li Jiawei Sun Xing Hu Xin Ma Yuan Xie 21 0 0 25 Oct 2018
Exploiting Deep Representations for Neural Machine Translation Zi-Yi Dou Zhaopeng Tu Xing Wang Shuming Shi Tong Zhang 44 92 0 24 Oct 2018
Ain't Nobody Got Time For Coding: Structure-Aware Program Synthesis From Natural Language J. Bednarek K. Piaskowski K. Krawiec 6 12 0 23 Oct 2018
Towards Universal Dialogue State Tracking Liliang Ren Kaige Xie Lu Chen Kai Yu 16 121 0 22 Oct 2018
A Fully Attention-Based Information Retriever Alvaro H. C. Correia Jorge Luiz Moreira Silva Thiago de C. Martins Fabio Gagliardi Cozman 36 4 0 22 Oct 2018
Lightweight Convolutional Approaches to Reading Comprehension on SQuAD T. Bell Benjamin Penchas 14 3 0 19 Oct 2018
Investigating Object Compositionality in Generative Adversarial Networks Sjoerd van Steenkiste Karol Kurach Jürgen Schmidhuber Sylvain Gelly GAN OCL 29 20 0 17 Oct 2018
Sequence-to-Sequence Acoustic Modeling for Voice Conversion Jing-Xuan Zhang Zhenhua Ling Li-Juan Liu Yuan Jiang Lirong Dai 19 129 0 16 Oct 2018
MeanSum: A Neural Model for Unsupervised Multi-document Abstractive Summarization Eric Chu Peter J. Liu 20 19 0 12 Oct 2018
One-Shot High-Fidelity Imitation: Training Large-Scale Deep Nets with RL T. Paine Sergio Gomez Colmenarejo Ziyun Wang Scott E. Reed Y. Aytar ... Matthew W. Hoffman Gabriel Barth-Maron Serkan Cabi David Budden Nando de Freitas OffRL 22 26 0 11 Oct 2018
Image Captioning as Neural Machine Translation Task in SOCKEYE Loris Bazzani Tobias Domhan Felix Hieber VLM 19 2 0 09 Oct 2018
Task-Embedded Control Networks for Few-Shot Imitation Learning Stephen James Michael Bloesch Andrew J. Davison 38 135 0 08 Oct 2018
On Self Modulation for Generative Adversarial Networks Ting Chen Mario Lucic N. Houlsby Sylvain Gelly GAN 27 104 0 02 Oct 2018
Improving Sentence Representations with Consensus Maximisation Shuai Tang V. D. Sa SSL AI4TS 37 4 0 02 Oct 2018
Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks Juho Lee Yoonho Lee Jungtaek Kim Adam R. Kosiorek Seungjin Choi Yee Whye Teh 23 274 0 01 Oct 2018
Open-Ended Content-Style Recombination Via Leakage Filtering Karl Ridgeway Michael C. Mozer DRL VLM 22 2 0 28 Sep 2018
SALSA-TEXT : self attentive latent space based adversarial text generation Jules Gagnon-Marchand Hamed Sadeghi Md. Akmal Haidar Mehdi Rezagholizadeh 19 18 0 28 Sep 2018
Learning Robust, Transferable Sentence Representations for Text Classification Wasi Uddin Ahmad Xueying Bai Nanyun Peng Kai-Wei Chang AI4TS OOD 25 5 0 28 Sep 2018
Batch-normalized Recurrent Highway Networks Chi Zhang Thang Nguyen Shagan Sah R. Ptucha A. Loui C. Salvaggio 25 8 0 26 Sep 2018
Utilizing Class Information for Deep Network Representation Shaping Daeyoung Choi Wonjong Rhee 16 2 0 25 Sep 2018
Learning to Read by Spelling: Towards Unsupervised Text Recognition Ankush Gupta Andrea Vedaldi Andrew Zisserman SSL 25 20 0 23 Sep 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 69 1,754 0 20 Sep 2018
Latent Topic Conversational Models Tsung-Hsien Wen Minh-Thang Luong BDL 24 4 0 19 Sep 2018
Removing the Feature Correlation Effect of Multiplicative Noise Zijun Zhang Yining Zhang Zongpeng Li 13 8 0 19 Sep 2018
Learning Universal Sentence Representations with Mean-Max Attention Autoencoder Minghua Zhang Yunfang Wu W. Li Wei Li SSL 27 27 0 18 Sep 2018
Switching Isotropic and Directional Exploration with Parameter Space Noise in Deep Reinforcement Learning Izumi Karino Kazutoshi Tanaka Ryuma Niiyama Yasuo Kuniyoshi 19 3 0 18 Sep 2018
A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation Rob Romijnders Panagiotis Meletis Gijs Dubbelman AI4CE 21 27 0 14 Sep 2018
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation Akiko Eriguchi Melvin Johnson Orhan Firat Hideto Kazawa Wolfgang Macherey 22 62 0 12 Sep 2018
Multitask Learning on Graph Neural Networks: Learning Multiple Graph Centrality Measures with a Unified Network Pedro H. C. Avelar Henrique Lemos Marcelo O. R. Prates Luís C. Lamb 45 17 0 11 Sep 2018
Unsupervised Stylish Image Description Generation via Domain Layer Norm Cheng Kuan Chen Zhufeng Pan Min Sun Ming Liu 23 29 0 11 Sep 2018
Normalization in Training U-Net for 2D Biomedical Semantic Segmentation Xiao-Yun Zhou Guang-Zhong Yang 18 77 0 11 Sep 2018
Exploiting Invertible Decoders for Unsupervised Sentence Representation Learning Shuai Tang V. D. Sa SSL 13 1 0 08 Sep 2018
Learning to Solve NP-Complete Problems - A Graph Neural Network for Decision TSP Marcelo O. R. Prates Pedro H. C. Avelar Henrique Lemos Luís C. Lamb Moshe Y. Vardi GNN 30 176 0 08 Sep 2018