Quasi-Recurrent Neural Networks

5 November 2016

Papers citing "Quasi-Recurrent Neural Networks"

50 / 206 papers shown

Title
Recurrent Neural Network from Adder's Perspective: Carry-lookahead RNN Haowei Jiang Fei-wei Qin Jin Cao Yong Peng Yanli Shao LRM ODL 16 42 0 22 Jun 2021
A Dynamic Spatial-temporal Attention Network for Early Anticipation of Traffic Accidents Muhammad Monjurul Karim Yu Li Ruwen Qin Zhaozheng Yin 19 54 0 18 Jun 2021
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better Gaurav Menghani VLM MedIm 23 365 0 16 Jun 2021
Enhancing Speaking Styles in Conversational Text-to-Speech Synthesis with Graph-based Multi-modal Context Modeling Jingbei Li Yi Meng Chenyi Li Zhiyong Wu H. Meng Chao Weng Dan Su 31 23 0 11 Jun 2021
Voice Activity Detection for Ultrasound-based Silent Speech Interfaces using Convolutional Neural Networks Amin Honarmandi Shandiz L. Tóth 9 6 0 28 May 2021
Dual-side Sparse Tensor Core Yang-Feng Wang Chen Zhang Zhiqiang Xie Cong Guo Yunxin Liu Jingwen Leng 10 74 0 20 May 2021
3D Convolutional Neural Networks for Ultrasound-Based Silent Speech Interfaces L. Tóth Amin Honarmandi Shandiz 20 11 0 23 Apr 2021
RIANN -- A Robust Neural Network Outperforms Attitude Estimation Filters Daniel Weber C. Gühmann Thomas Seel 12 35 0 15 Apr 2021
Evaluating Saliency Methods for Neural Language Models Shuoyang Ding Philipp Koehn FAtt XAI 21 54 0 12 Apr 2021
Low-Resource Language Modelling of South African Languages Stuart Mesham Luc Hayward Jared Shapiro Jan Buys 4 14 0 01 Apr 2021
Nondeterminism and Instability in Neural Network Optimization Cecilia Summers M. Dinneen 16 38 0 08 Mar 2021
When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute Tao Lei RALM VLM 51 47 0 24 Feb 2021
Doping: A technique for efficient compression of LSTM models using sparse structured additive matrices Urmish Thakker P. Whatmough Zhi-Gang Liu Matthew Mattina Jesse G. Beu 11 6 0 14 Feb 2021
Multi-Task Self-Supervised Pre-Training for Music Classification Ho-Hsiang Wu Chieh-Chi Kao Qingming Tang Ming Sun Brian McFee J. P. Bello Chao Wang SSL 26 37 0 05 Feb 2021
$k$ -Neighbor Based Curriculum Sampling for Sequence Prediction J. Ó. Neill Danushka Bollegala 13 0 0 22 Jan 2021
Distilling Large Language Models into Tiny and Effective Students using pQRNN P. Kaliamoorthi Aditya Siddhant Edward Li Melvin Johnson MQ 19 17 0 21 Jan 2021
Detecting Hostile Posts using Relational Graph Convolutional Network Sarthak Shikhar Shukla K. V. Arya GNN 6 2 0 10 Jan 2021
Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network Denis Coquenet Clément Chatelain Thierry Paquet 22 28 0 09 Dec 2020
Have convolutions already made recurrence obsolete for unconstrained handwritten text recognition ? Denis Coquenet Yann Soullard Clément Chatelain Thierry Paquet 3DV 13 14 0 09 Dec 2020
Scaling Hidden Markov Language Models Justin T. Chiu Alexander M. Rush BDL 14 25 0 09 Nov 2020
Replacing Human Audio with Synthetic Audio for On-device Unspoken Punctuation Prediction Daria Soboleva Ondrej Skopek Márius vSajgalík Victor Cuarbune Felix Weissenberger ... B. Prisacari Daniel Valcarce Justin Lu Rohit Prabhavalkar Balint Miklos 24 9 0 20 Oct 2020
RNN Training along Locally Optimal Trajectories via Frank-Wolfe Algorithm Yun Yue Ming Li Venkatesh Saligrama Ziming Zhang 11 4 0 12 Oct 2020
Rank and run-time aware compression of NLP Applications Urmish Thakker Jesse G. Beu Dibakar Gope Ganesh S. Dasika Matthew Mattina 8 11 0 06 Oct 2020
Automated Source Code Generation and Auto-completion Using Deep Learning: Comparing and Discussing Current Language-Model-Related Approaches Juan Cruz-Benito Sanjay Vishwakarma Francisco Martín-Fernández Ismael Faro Ibm Quantum 22 30 0 16 Sep 2020
HinglishNLP: Fine-tuned Language Models for Hinglish Sentiment Detection Meghana Bhange Nirant Kasliwal 17 7 0 22 Aug 2020
Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning Wentao Bao Qi Yu Yu Kong 16 131 0 01 Aug 2020
Deep Learning Brasil -- NLP at SemEval-2020 Task 9: Overview of Sentiment Analysis of Code-Mixed Tweets Manoel Veríssimo dos Santos Neto Ayrton Amaral Nádia Félix F. da Silva A. S. Soares 9 4 0 28 Jul 2020
Online Spatio-Temporal Learning in Deep Neural Networks Thomas Bohnstingl Stanislaw Wo'zniak Wolfgang Maass A. Pantazi E. Eleftheriou 21 43 0 24 Jul 2020
NAUTILUS: a Versatile Voice Cloning System Hieu-Thi Luong Junichi Yamagishi 24 51 0 22 May 2020
MicroNet for Efficient Language Modeling Zhongxia Yan Hanrui Wang Demi Guo Song Han 13 8 0 16 May 2020
2kenize: Tying Subword Sequences for Chinese Script Conversion Pranav A Isabelle Augenstein 14 1 0 07 May 2020
Learning Architectures from an Extended Search Space for Language Modeling Yinqiao Li Chi Hu Yuhao Zhang Nuo Xu Yufan Jiang Tong Xiao Jingbo Zhu Tongran Liu Changliang Li 14 10 0 06 May 2020
A Formal Hierarchy of RNN Architectures William Merrill Gail Weiss Yoav Goldberg Roy Schwartz Noah A. Smith Eran Yahav 8 78 0 18 Apr 2020
Training with Quantization Noise for Extreme Model Compression Angela Fan Pierre Stock Benjamin Graham Edouard Grave Remi Gribonval Hervé Jégou Armand Joulin MQ 16 243 0 15 Apr 2020
DeepSIP: A System for Predicting Service Impact of Network Failure by Temporal Multimodal CNN Yoichi Matsuo Tatsuaki Kimura K. Nishimatsu 9 3 0 24 Mar 2020
3D Quasi-Recurrent Neural Network for Hyperspectral Image Denoising Kaixuan Wei Ying Fu Hua Huang 23 165 0 10 Mar 2020
Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning Yifan Zhang P. Zhao Qingyao Wu Bin Li Junzhou Huang Mingkui Tan OOD 55 95 0 06 Mar 2020
The Implicit and Explicit Regularization Effects of Dropout Colin Wei Sham Kakade Tengyu Ma 19 114 0 28 Feb 2020
Refined Gate: A Simple and Effective Gating Mechanism for Recurrent Units Zhanzhan Cheng Yunlu Xu Mingjian Cheng Yu Qiao Shiliang Pu Yi Niu Fei Wu 14 7 0 26 Feb 2020
Addressing Some Limitations of Transformers with Feedback Memory Angela Fan Thibaut Lavril Edouard Grave Armand Joulin Sainbayar Sukhbaatar 15 11 0 21 Feb 2020
Hierarchical Transformer Network for Utterance-level Emotion Recognition Qingbiao Li Chunhua Wu K. Zheng Zhe Wang 16 23 0 18 Feb 2020
A Survey on 3D Skeleton-Based Action Recognition Using Learning Method Bin Ren Mengyuan Liu Runwei Ding Hong Liu 21 121 0 14 Feb 2020
Deep Learning for Source Code Modeling and Generation: Models, Applications and Challenges T. H. Le Hao Chen Muhammad Ali Babar VLM 54 152 0 13 Feb 2020
Multi-task self-supervised learning for Robust Speech Recognition Mirco Ravanelli Jianyuan Zhong Santiago Pascual P. Swietojanski João Monteiro J. Trmal Yoshua Bengio SSL 183 288 0 25 Jan 2020
Recognizing Video Events with Varying Rhythms Yikang Li Tianshu Yu Baoxin Li 12 4 0 14 Jan 2020
Block-wise Dynamic Sparseness Amir Hadifar Johannes Deleu Chris Develder Thomas Demeester 9 2 0 14 Jan 2020
Question Type Classification Methods Comparison T. Seidakhmetov 12 2 0 03 Jan 2020
CHAMELEON: A Deep Learning Meta-Architecture for News Recommender Systems [Phd. Thesis] Gabriel de Souza Pereira Moreira GNN 13 2 0 29 Dec 2019
Multi-task Sentence Encoding Model for Semantic Retrieval in Question Answering Systems Qiang Huang Jianhui Bu Weijian Xie Shengwen Yang Weijia Wu Liping Liu 22 17 0 18 Nov 2019
Compressive Transformers for Long-Range Sequence Modelling Jack W. Rae Anna Potapenko Siddhant M. Jayakumar Timothy Lillicrap RALM VLM KELM 11 618 0 13 Nov 2019