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Quasi-Recurrent Neural Networks

5 November 2016

Papers citing "Quasi-Recurrent Neural Networks"

50 / 135 papers shown

Title
Training with Quantization Noise for Extreme Model Compression Angela Fan Pierre Stock Benjamin Graham Edouard Grave Remi Gribonval Hervé Jégou Armand Joulin MQ 111 246 0 15 Apr 2020
3D Quasi-Recurrent Neural Network for Hyperspectral Image Denoising Kaixuan Wei Ying Fu Hua Huang 90 172 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 149 97 0 06 Mar 2020
The Implicit and Explicit Regularization Effects of Dropout Colin Wei Sham Kakade Tengyu Ma 121 118 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 Leilei Gan 33 8 0 26 Feb 2020
Hierarchical Transformer Network for Utterance-level Emotion Recognition Qingbiao Li Chunhua Wu K. Zheng Zhe Wang 60 23 0 18 Feb 2020
A Survey on 3D Skeleton-Based Action Recognition Using Learning Method Bin Ren Mengyuan Liu Runwei Ding Hong Liu 89 128 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 147 155 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 288 290 0 25 Jan 2020
Question Type Classification Methods Comparison T. Seidakhmetov 39 3 0 03 Jan 2020
Multi-task Sentence Encoding Model for Semantic Retrieval in Question Answering Systems Qiang Huang Jianhui Bu Weijian Xie Shengwen Yang Weijia Wu Liping Liu 52 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 83 655 0 13 Nov 2019
Character-based NMT with Transformer Rohit Gupta Laurent Besacier Marc Dymetman Matthias Gallé 84 24 0 12 Nov 2019
BP-Transformer: Modelling Long-Range Context via Binary Partitioning Zihao Ye Qipeng Guo Quan Gan Xipeng Qiu Zheng Zhang 91 78 0 11 Nov 2019
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications Chao Zhang Zichao Yang Xiaodong He Li Deng HAI AI4TS 122 337 0 10 Nov 2019
Disentangling Human Dynamics for Pedestrian Locomotion Forecasting with Noisy Supervision K. Mangalam Ehsan Adeli Kuan-Hui Lee Adrien Gaidon Juan Carlos Niebles NoLa 82 48 0 04 Nov 2019
Deep Independently Recurrent Neural Network (IndRNN) Shuai Li Wanqing Li Chris Cook Yanbo Gao 66 51 0 11 Oct 2019
Kernel-Based Approaches for Sequence Modeling: Connections to Neural Methods Kevin J. Liang Guoyin Wang Yitong Li Ricardo Henao Lawrence Carin 66 2 0 09 Oct 2019
A Constructive Prediction of the Generalization Error Across Scales Jonathan S. Rosenfeld Amir Rosenfeld Yonatan Belinkov Nir Shavit 113 215 0 27 Sep 2019
MultiFiT: Efficient Multi-lingual Language Model Fine-tuning Julian Martin Eisenschlos Sebastian Ruder Piotr Czapla Marcin Kardas Sylvain Gugger Jeremy Howard 69 99 0 10 Sep 2019
RNN Architecture Learning with Sparse Regularization Jesse Dodge Roy Schwartz Hao Peng Noah A. Smith 79 10 0 06 Sep 2019
Deep Equilibrium Models Shaojie Bai J. Zico Kolter V. Koltun 105 674 0 03 Sep 2019
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation Deepanway Ghosal Navonil Majumder Soujanya Poria Niyati Chhaya Alexander Gelbukh 97 514 0 30 Aug 2019
On the Effectiveness of Low-Rank Matrix Factorization for LSTM Model Compression Genta Indra Winata Andrea Madotto Jamin Shin Elham J. Barezi Pascale Fung 64 29 0 27 Aug 2019
Recurrent Neural Networks: An Embedded Computing Perspective Nesma M. Rezk M. Purnaprajna Tomas Nordstrom Z. Ul-Abdin 129 81 0 23 Jul 2019
Bayesian Optimization in Variational Latent Spaces with Dynamic Compression Rika Antonova Akshara Rai Tianyu Li Danica Kragic DRL 120 19 0 10 Jul 2019
Applying a Pre-trained Language Model to Spanish Twitter Humor Prediction Bobak Farzin Piotr Czapla Jeremy Howard 24 7 0 06 Jul 2019
Evaluating Computational Language Models with Scaling Properties of Natural Language Shuntaro Takahashi Kumiko Tanaka-Ishii 60 27 0 22 Jun 2019
Character n-gram Embeddings to Improve RNN Language Models Sho Takase Jun Suzuki Masaaki Nagata 61 25 0 13 Jun 2019
Improving Neural Language Modeling via Adversarial Training Dilin Wang Chengyue Gong Qiang Liu AAML 115 119 0 10 Jun 2019
A Lightweight Recurrent Network for Sequence Modeling Biao Zhang Rico Sennrich 58 7 0 30 May 2019
Adaptively Truncating Backpropagation Through Time to Control Gradient Bias Christopher Aicher N. Foti E. Fox MQ 61 32 0 17 May 2019
Deep Landscape Forecasting for Real-time Bidding Advertising Kan Ren Jiarui Qin Lei Zheng Zhengyu Yang Weinan Zhang Yong Yu OOD 78 38 0 07 May 2019
Temporal Deformable Convolutional Encoder-Decoder Networks for Video Captioning Jingwen Chen Yingwei Pan Yehao Li Ting Yao Hongyang Chao Tao Mei 81 103 0 03 May 2019
Modeling Vocabulary for Big Code Machine Learning Hlib Babii Andrea Janes Romain Robbes 36 22 0 03 Apr 2019
IndyLSTMs: Independently Recurrent LSTMs P. Gonnet Thomas Deselaers 30 11 0 19 Mar 2019
1D Convolutional Neural Network Models for Sleep Arousal Detection M. Zabihi Ali Bahrami Rad S. Kiranyaz Simo Särkkä Moncef Gabbouj 39 14 0 01 Mar 2019
FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network Aditya Kusupati Manish Singh Kush S. Bhatia A. Kumar Prateek Jain Manik Varma 80 190 0 08 Jan 2019
What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models Fahim Dalvi Nadir Durrani Hassan Sajjad Yonatan Belinkov A. Bau James R. Glass MILM 81 192 0 21 Dec 2018
Enhancing Decision Making Capacity in Tourism Domain Using Social Media Analytics Supun Abeysinghe Isura Manchanayake Chamod Samarajeewa Prabod Rathnayaka M. Walpola Rashmika Nawaratne T. Bandaragoda D. Alahakoon 28 10 0 19 Dec 2018
Neural Abstractive Text Summarization with Sequence-to-Sequence Models Tian Shi Yaser Keneshloo Naren Ramakrishnan Chandan K. Reddy 127 234 0 05 Dec 2018
ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network Sachin Mehta Mohammad Rastegari Linda G. Shapiro Hannaneh Hajishirzi VLM 69 399 0 28 Nov 2018
Comprehensive evaluation of statistical speech waveform synthesis Thomas Merritt Bartosz Putrycz Adam Nadolski Tianjun Ye Daniel Korzekwa ... Alexis Moinet A. Breen Rafal Kuklinski N. Strom Roberto Barra-Chicote 51 18 0 15 Nov 2018
Benchmarking Deep Sequential Models on Volatility Predictions for Financial Time Series Qiang Zhang Kyle Birkeland Yaodong Yang Yixiao Liu 64 9 0 08 Nov 2018
Recurrent Attention Unit G. Zhong Guohua Yue Xiao Ling 43 14 0 30 Oct 2018
Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks Biao Zhang Deyi Xiong Jinsong Su Qian Lin Huiji Zhang 48 12 0 30 Oct 2018
Trellis Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun 86 146 0 15 Oct 2018
Persistence pays off: Paying Attention to What the LSTM Gating Mechanism Persists Giancarlo D. Salton John D. Kelleher KELM RALM 140 6 0 10 Oct 2018
End-to-End Text Classification via Image-based Embedding using Character-level Networks Shunsuke Kitada Ryunosuke Kotani Hitoshi Iyatomi 45 4 0 08 Oct 2018
Learning Particle Dynamics for Manipulating Rigid Bodies, Deformable Objects, and Fluids Yunzhu Li Jiajun Wu Russ Tedrake J. Tenenbaum Antonio Torralba PINN AI4CE 133 399 0 03 Oct 2018