Simple Recurrent Units for Highly Parallelizable Recurrence

8 September 2017

Papers citing "Simple Recurrent Units for Highly Parallelizable Recurrence"

43 / 43 papers shown

Title
Joint Resource Management for Energy-efficient UAV-assisted SWIPT-MEC: A Deep Reinforcement Learning Approach Yue Chen Hui Kang Jiahui Li Geng Sun Boxiong Wang Jiacheng Wang Cong Liang Shuang Liang Dusit Niyato 49 0 0 06 May 2025
Efficient Language Modeling for Low-Resource Settings with Hybrid RNN-Transformer Architectures Gabriel Lindenmaier Sean Papay Sebastian Padó 67 0 0 02 Feb 2025
TIGER: Time-frequency Interleaved Gain Extraction and Reconstruction for Efficient Speech Separation Mohan Xu Kai Li Guo Chen Xiaolin Hu 51 0 0 02 Oct 2024
Hyperspectral Image Denoising via Spatial-Spectral Recurrent Transformer Guanyiman Fu Fengchao Xiong Jianfeng Lu Jun Zhou Jiantao Zhou Yuntao Qian ViT 26 11 0 31 Dec 2023
RWKV: Reinventing RNNs for the Transformer Era Bo Peng Eric Alcaide Quentin G. Anthony Alon Albalak Samuel Arcadinho ... Qihang Zhao P. Zhou Qinghua Zhou Jian Zhu Rui-Jie Zhu 92 562 0 22 May 2023
Accelerator-Aware Training for Transducer-Based Speech Recognition Suhaila M. Shakiah R. Swaminathan Hieu Duy Nguyen Raviteja Chinta Tariq Afzal Nathan Susanj Athanasios Mouchtaris Grant P. Strimel Ariya Rastrow 21 1 0 12 May 2023
Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition Saumya Yashmohini Sahai Jing Liu Thejaswi Muniyappa Kanthashree Mysore Sathyendra Anastasios Alexandridis ... Ross McGowan Ariya Rastrow Feng-Ju Chang Athanasios Mouchtaris Siegfried Kunzmann 41 5 0 03 Apr 2023
VacciNet: Towards a Smart Framework for Learning the Distribution Chain Optimization of Vaccines for a Pandemic Jayeeta Mondal Jeet Dutta H. Barua OffRL 24 0 0 01 Aug 2022
Simple Recurrence Improves Masked Language Models Tao Lei Ran Tian Jasmijn Bastings Ankur P. Parikh 85 4 0 23 May 2022
A Call for Clarity in Beam Search: How It Works and When It Stops Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Dragomir R. Radev Yejin Choi Noah A. Smith 28 6 0 11 Apr 2022
Block-Recurrent Transformers DeLesley S. Hutchins Imanol Schlag Yuhuai Wu Ethan Dyer Behnam Neyshabur 25 94 0 11 Mar 2022
SRU++: Pioneering Fast Recurrence with Attention for Speech Recognition Jing Pan Tao Lei Kwangyoun Kim Kyu Jeong Han Shinji Watanabe VLM 34 9 0 11 Oct 2021
STRODE: Stochastic Boundary Ordinary Differential Equation Hengguan Huang Hongfu Liu Hao Wang Chang Xiao Ye Wang SyDa AI4TS 28 6 0 17 Jul 2021
TGIF: Tree-Graph Integrated-Format Parser for Enhanced UD with Two-Stage Generic- to Individual-Language Finetuning Tianze Shi Lillian Lee 30 7 0 14 Jul 2021
Heterogeneous Multi-task Learning with Expert Diversity Raquel Y. S. Aoki Frederick Tung Gabriel L. Oliveira MoE 41 22 0 20 Jun 2021
How to Design a Three-Stage Architecture for Audio-Visual Active Speaker Detection in the Wild Okan Kopuklu Maja Taseska Gerhard Rigoll 3DV 29 45 0 07 Jun 2021
Delving into Deep Imbalanced Regression Yuzhe Yang Kaiwen Zha Ying-Cong Chen Hongya Wang Dina Katabi 37 259 0 18 Feb 2021
Underspecification Presents Challenges for Credibility in Modern Machine Learning Alexander DÁmour Katherine A. Heller D. Moldovan Ben Adlam B. Alipanahi ... Kellie Webster Steve Yadlowsky T. Yun Xiaohua Zhai D. Sculley OffRL 77 671 0 06 Nov 2020
A Systematic Survey on Deep Generative Models for Graph Generation Xiaojie Guo Liang Zhao MedIm 46 147 0 13 Jul 2020
Multichannel CNN with Attention for Text Classification Zhenyu Liu Haiwei Huang Chaohong Lu Shengfei Lyu 14 28 0 29 Jun 2020
Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport Kyle Swanson L. Yu Tao Lei OT 29 37 0 27 May 2020
A comparison of Vietnamese Statistical Parametric Speech Synthesis Systems Phan Huy Kinh V. Phung Anh-Tuan Dinh Quoc Bao Nguyen 22 1 0 26 May 2020
Understanding and Improving Information Transfer in Multi-Task Learning Sen Wu Hongyang R. Zhang Christopher Ré 18 154 0 02 May 2020
WaveCRN: An Efficient Convolutional Recurrent Neural Network for End-to-end Speech Enhancement Tsun-An Hsieh Hsin-Min Wang Xugang Lu Yu Tsao 51 60 0 06 Apr 2020
Deep Learning for Frame Error Prediction using a DARPA Spectrum Collaboration Challenge (SC2) Dataset Abu Shafin Mohammad Mahdee Jameel Ahmed P. Mohamed Xiwen Zhang Aly El Gamal 12 4 0 22 Mar 2020
TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding Zhiheng Huang Peng Xu Davis Liang Ajay K. Mishra Bing Xiang 15 31 0 16 Mar 2020
Target-Oriented Deformation of Visual-Semantic Embedding Space Takashi Matsubara 26 7 0 15 Oct 2019
MIOpen: An Open Source Library For Deep Learning Primitives Jehandad Khan Paul Fultz Artem Tamazov Daniel Lowell Chao-Jung Liu ... Vasilii Filippov Jing Zhang Jing Zhou Bragadeesh Natarajan Mayank Daga VLM MoE 20 38 0 30 Sep 2019
Optimizing Speech Recognition For The Edge Yuan Shangguan Jian Li Qiao Liang R. Álvarez Ian McGraw 28 64 0 26 Sep 2019
RNN Architecture Learning with Sparse Regularization Jesse Dodge Roy Schwartz Hao Peng Noah A. Smith 20 10 0 06 Sep 2019
Building a Production Model for Retrieval-Based Chatbots Kyle Swanson L. Yu C. Fox Jeremy Wohlwend Tao Lei 32 11 0 07 Jun 2019
A Lightweight Recurrent Network for Sequence Modeling Biao Zhang Rico Sennrich 27 7 0 30 May 2019
Language Models with Transformers Chenguang Wang Mu Li Alex Smola 15 121 0 20 Apr 2019
Image search using multilingual texts: a cross-modal learning approach between image and text Maxime Portaz Hicham Randrianarivo A. Nivaggioli Estelle Maudet Christophe Servan Sylvain Peyronnet 26 12 0 27 Mar 2019
Echo: Compiler-based GPU Memory Footprint Reduction for LSTM RNN Training Bojian Zheng Abhishek Tiwari Nandita Vijaykumar Gennady Pekhimenko 27 44 0 22 May 2018
Multi-range Reasoning for Machine Comprehension Yi Tay Anh Tuan Luu S. Hui 18 34 0 24 Mar 2018
Wider and Deeper, Cheaper and Faster: Tensorized LSTMs for Sequence Learning Zhen He Shaobing Gao Liang Xiao Daxue Liu Hangen He David Barber AIMat 37 64 0 05 Nov 2017
Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks Victor Campos Brendan Jou Xavier Giró-i-Nieto Jordi Torres Shih-Fu Chang 26 217 0 22 Aug 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 273 1,896 0 10 Jan 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 274 5,330 0 05 Nov 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,929 0 17 Aug 2015
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 309 13,373 0 25 Aug 2014