v1v2 (latest)

Quasi-Recurrent Neural Networks

5 November 2016

Papers citing "Quasi-Recurrent Neural Networks"

50 / 135 papers shown

Title
Sequential-Parallel Duality in Prefix Scannable Models Morris Yau Sharut Gupta Valerie Engelmayer Kazuki Irie Stefanie Jegelka Jacob Andreas 115 0 0 12 Jun 2025
Efficient Language Modeling for Low-Resource Settings with Hybrid RNN-Transformer Architectures Gabriel Lindenmaier Sean Papay Sebastian Padó 139 0 0 02 Feb 2025
An Effective, Robust and Fairness-aware Hate Speech Detection Framework Guanyi Mou Kyumin Lee 69 2 0 25 Sep 2024
$Orthogonal Constrained Minimization with Tensor $\ell_{2,p}$ Regularization for HSI Denoising and Destriping$ Orthogonal Constrained Minimization with Tensor $\ell_{2,p}$ Regularization for HSI Denoising and Destriping Xiaoxia Liu Shijie Yu Jian Lu Xiaojun Chen 89 0 0 04 Jul 2024
Gradient Sparsification For Masked Fine-Tuning of Transformers J. Ó. Neill Sourav Dutta 49 0 0 19 Jul 2023
A Quantitative Review on Language Model Efficiency Research Meng Jiang Hy Dang Lingbo Tong 74 0 0 28 May 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 240 614 0 22 May 2023
Fusing Structure from Motion and Simulation-Augmented Pose Regression from Optical Flow for Challenging Indoor Environments Felix Ott Lucas Heublein David Rügamer Bernd Bischl Christopher Mutschler 87 6 0 14 Apr 2023
Illuminati: Towards Explaining Graph Neural Networks for Cybersecurity Analysis Haoyu He Yuede Ji H. H. Huang 61 21 0 26 Mar 2023
The Efficacy of Self-Supervised Speech Models for Audio Representations Tung-Yu Wu Chen-An Li Tzu-Han Lin Tsung-Yuan Hsu Hung-yi Lee 64 5 0 26 Sep 2022
VacciNet: Towards a Smart Framework for Learning the Distribution Chain Optimization of Vaccines for a Pandemic Jayeeta Mondal Jeet Dutta H. Barua OffRL 60 0 0 01 Aug 2022
Exploring the sequence length bottleneck in the Transformer for Image Captioning Jiapeng Hu Roberto Cavicchioli Alessandro Capotondi ViT 55 3 0 07 Jul 2022
FedorAS: Federated Architecture Search under system heterogeneity Łukasz Dudziak Stefanos Laskaridis Javier Fernandez-Marques FedML 128 7 0 22 Jun 2022
Simple Recurrence Improves Masked Language Models Tao Lei Ran Tian Jasmijn Bastings Ankur P. Parikh 151 4 0 23 May 2022
Audio Self-supervised Learning: A Survey Shuo Liu Adria Mallol-Ragolta Emilia Parada-Cabeleiro Kun Qian Xingshuo Jing Alexander Kathan Bin Hu Bjoern W. Schuller SSL 102 109 0 02 Mar 2022
pNLP-Mixer: an Efficient all-MLP Architecture for Language Francesco Fusco Damian Pascual Peter W. J. Staar Diego Antognini 86 30 0 09 Feb 2022
Capitalization and Punctuation Restoration: a Survey V. Pais D. Tufis 74 19 0 21 Nov 2021
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers Albert Gu Isys Johnson Karan Goel Khaled Kamal Saab Tri Dao Atri Rudra Christopher Ré 134 615 0 26 Oct 2021
Rumour Detection via Zero-shot Cross-lingual Transfer Learning Lin Tian Xiuzhen Zhang Jey Han Lau 66 13 0 27 Sep 2021
Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New Directions Yang Wu Dingheng Wang Xiaotong Lu Fan Yang Guoqi Li W. Dong Jianbo Shi 104 18 0 30 Aug 2021
SHAQ: Single Headed Attention with Quasi-Recurrence Nashwin Bharwani Warren Kushner Sangeet Dandona Ben Schreiber 30 0 0 18 Aug 2021
Tiny Neural Models for Seq2Seq A. Kandoor 38 0 0 07 Aug 2021
Adaptation of Tacotron2-based Text-To-Speech for Articulatory-to-Acoustic Mapping using Ultrasound Tongue Imaging Csaba Zainkó L. Tóth Amin Honarmandi Shandiz G. Gosztolya Alexandra Markó Géza Németh Tamás Gábor Csapó 66 4 0 26 Jul 2021
Representation based meta-learning for few-shot spoken intent recognition Ashish R. Mittal Samarth Bharadwaj Shreya Khare Saneem A. Chemmengath Karthik Sankaranarayanan Brian Kingsbury 62 12 0 29 Jun 2021
Stabilizing Equilibrium Models by Jacobian Regularization Shaojie Bai V. Koltun J. Zico Kolter 83 59 0 28 Jun 2021
Recurrent Neural Network from Adder's Perspective: Carry-lookahead RNN Haowei Jiang Fei-wei Qin Jin Cao Yong Peng Yanli Shao LRM ODL 66 43 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 73 60 0 18 Jun 2021
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better Gaurav Menghani VLM MedIm 110 386 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 Helen Meng Chao Weng Dan Su 93 24 0 11 Jun 2021
Voice Activity Detection for Ultrasound-based Silent Speech Interfaces using Convolutional Neural Networks Amin Honarmandi Shandiz L. Tóth 46 6 0 28 May 2021
Dual-side Sparse Tensor Core Yang-Feng Wang Chen Zhang Zhiqiang Xie Cong Guo Yunxin Liu Jingwen Leng 91 76 0 20 May 2021
RIANN -- A Robust Neural Network Outperforms Attitude Estimation Filters Daniel Weber C. Gühmann Thomas Seel 69 37 0 15 Apr 2021
Evaluating Saliency Methods for Neural Language Models Shuoyang Ding Philipp Koehn FAtt XAI 63 55 0 12 Apr 2021
Low-Resource Language Modelling of South African Languages Stuart Mesham Luc Hayward Jared Shapiro Jan Buys 73 15 0 01 Apr 2021
Nondeterminism and Instability in Neural Network Optimization Cecilia Summers M. Dinneen 70 41 0 08 Mar 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 411 37 0 05 Feb 2021
$k$ -Neighbor Based Curriculum Sampling for Sequence Prediction J. Ó. Neill Danushka Bollegala 25 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 60 17 0 21 Jan 2021
Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network Denis Coquenet Clément Chatelain Thierry Paquet 111 30 0 09 Dec 2020
Have convolutions already made recurrence obsolete for unconstrained handwritten text recognition ? Denis Coquenet Yann Soullard Clément Chatelain Thierry Paquet 3DV 111 14 0 09 Dec 2020
Scaling Hidden Markov Language Models Justin T. Chiu Alexander M. Rush BDL 118 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 112 9 0 20 Oct 2020
Rank and run-time aware compression of NLP Applications Urmish Thakker Jesse G. Beu Dibakar Gope Ganesh S. Dasika Matthew Mattina 38 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 66 31 0 16 Sep 2020
HinglishNLP: Fine-tuned Language Models for Hinglish Sentiment Detection Meghana Bhange Nirant Kasliwal 38 7 0 22 Aug 2020
Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning Wentao Bao Qi Yu Yu Kong 92 146 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 23 4 0 28 Jul 2020
Online Spatio-Temporal Learning in Deep Neural Networks Thomas Bohnstingl Stanislaw Wo'zniak Wolfgang Maass A. Pantazi E. Eleftheriou 81 45 0 24 Jul 2020
NAUTILUS: a Versatile Voice Cloning System Hieu-Thi Luong Junichi Yamagishi 90 53 0 22 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 71 10 0 06 May 2020