Quasi-Recurrent Neural Networks

5 November 2016

Papers citing "Quasi-Recurrent Neural Networks"

50 / 206 papers shown

Title
Character-based NMT with Transformer Rohit Gupta Laurent Besacier Marc Dymetman Matthias Gallé 19 23 0 12 Nov 2019
BP-Transformer: Modelling Long-Range Context via Binary Partitioning Zihao Ye Qipeng Guo Quan Gan Xipeng Qiu Zheng-Wei Zhang 25 77 0 11 Nov 2019
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications Chao Zhang Zichao Yang Xiaodong He Li Deng HAI AI4TS 27 320 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 22 47 0 04 Nov 2019
Deep Independently Recurrent Neural Network (IndRNN) Shuai Li Wanqing Li Chris Cook Yanbo Gao 21 50 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 21 2 0 09 Oct 2019
A Constructive Prediction of the Generalization Error Across Scales Jonathan S. Rosenfeld Amir Rosenfeld Yonatan Belinkov Nir Shavit 11 205 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 6 99 0 10 Sep 2019
RNN Architecture Learning with Sparse Regularization Jesse Dodge Roy Schwartz Hao Peng Noah A. Smith 20 10 0 06 Sep 2019
Deep Equilibrium Models Shaojie Bai J. Zico Kolter V. Koltun 12 658 0 03 Sep 2019
Behavior Gated Language Models Prashanth Gurunath Shivakumar Shao-Yen Tseng P. Georgiou Shrikanth Narayanan 24 1 0 31 Aug 2019
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation Deepanway Ghosal Navonil Majumder Soujanya Poria Niyati Chhaya Alexander Gelbukh 27 509 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 19 28 0 27 Aug 2019
Recurrent Neural Networks: An Embedded Computing Perspective Nesma M. Rezk M. Purnaprajna Tomas Nordstrom Z. Ul-Abdin 27 81 0 23 Jul 2019
Bayesian Optimization in Variational Latent Spaces with Dynamic Compression Rika Antonova Akshara Rai Tianyu Li Danica Kragic DRL 8 17 0 10 Jul 2019
Applying a Pre-trained Language Model to Spanish Twitter Humor Prediction Bobak Farzin Piotr Czapla Jeremy Howard 8 7 0 06 Jul 2019
Evaluating Computational Language Models with Scaling Properties of Natural Language Shuntaro Takahashi Kumiko Tanaka-Ishii 6 23 0 22 Jun 2019
A Unified Speaker Adaptation Method for Speech Synthesis using Transcribed and Untranscribed Speech with Backpropagation Hieu-Thi Luong Junichi Yamagishi 28 10 0 18 Jun 2019
Character n-gram Embeddings to Improve RNN Language Models Sho Takase Jun Suzuki Masaaki Nagata 17 25 0 13 Jun 2019
Improving Neural Language Modeling via Adversarial Training Dilin Wang Chengyue Gong Qiang Liu AAML 33 115 0 10 Jun 2019
Improving Neural Language Models by Segmenting, Attending, and Predicting the Future Hongyin Luo Lan Jiang Yonatan Belinkov James R. Glass 6 13 0 04 Jun 2019
A Lightweight Recurrent Network for Sequence Modeling Biao Zhang Rico Sennrich 27 7 0 30 May 2019
Rethinking Full Connectivity in Recurrent Neural Networks Matthijs Van Keirsbilck A. Keller Xiaodong Yang LRM 9 13 0 29 May 2019
Adaptively Truncating Backpropagation Through Time to Control Gradient Bias Christopher Aicher N. Foti E. Fox MQ 22 32 0 17 May 2019
MobiVSR: A Visual Speech Recognition Solution for Mobile Devices Nilay Shrivastava Astitwa Saxena Yaman Kumar Singla Preeti Kaur Debanjan Mahata R. Shah 11 3 0 10 May 2019
Deep Landscape Forecasting for Real-time Bidding Advertising Kan Ren Jiarui Qin Lei Zheng Zhengyu Yang Weinan Zhang Yong Yu OOD 22 37 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 17 104 0 03 May 2019
NeuronBlocks: Building Your NLP DNN Models Like Playing Lego Ming Gong Linjun Shou Wutao Lin Zhijie Sang Quanjia Yan Ze Yang Feixiang Cheng Daxin Jiang 17 5 0 21 Apr 2019
Text Generation with Exemplar-based Adaptive Decoding Hao Peng Ankur P. Parikh Manaal Faruqui Bhuwan Dhingra Dipanjan Das 24 57 0 09 Apr 2019
Modeling Vocabulary for Big Code Machine Learning Hlib Babii Andrea Janes Romain Robbes 6 22 0 03 Apr 2019
IndyLSTMs: Independently Recurrent LSTMs P. Gonnet Thomas Deselaers 6 11 0 19 Mar 2019
Equilibrated Recurrent Neural Network: Neuronal Time-Delayed Self-Feedback Improves Accuracy and Stability Ziming Zhang Anil Kag Alan Sullivan Venkatesh Saligrama 23 5 0 02 Mar 2019
1D Convolutional Neural Network Models for Sleep Arousal Detection M. Zabihi Ali Bahrami Rad S. Kiranyaz Simo Särkkä M. Gabbouj 11 14 0 01 Mar 2019
FastFusionNet: New State-of-the-Art for DAWNBench SQuAD Felix Wu Boyi Li Lequn Wang Ni Lao John Blitzer Kilian Q. Weinberger FedML 22 5 0 28 Feb 2019
Efficient Contextual Representation Learning Without Softmax Layer Liunian Harold Li Patrick H. Chen Cho-Jui Hsieh Kai-Wei Chang 13 6 0 28 Feb 2019
Alternating Synthetic and Real Gradients for Neural Language Modeling Fangxin Shang Hao Zhang 13 1 0 27 Feb 2019
Multi-Scale Quasi-RNN for Next Item Recommendation Chaoyue He Yong-jin Liu Qingyu Guo C. Miao MQ 3DV 19 2 0 26 Feb 2019
FAVAE: Sequence Disentanglement using Information Bottleneck Principle Masanori Yamada Heecheol Kim Kosuke Miyoshi Hiroshi Yamakawa CML DRL CoGe 6 4 0 22 Feb 2019
Hardware-Guided Symbiotic Training for Compact, Accurate, yet Execution-Efficient LSTM Hongxu Yin Guoyang Chen Yingmin Li Shuai Che Weifeng Zhang N. Jha 25 10 0 30 Jan 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 16 189 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 14 185 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 13 10 0 19 Dec 2018
Neural Abstractive Text Summarization with Sequence-to-Sequence Models Tian Shi Yaser Keneshloo Naren Ramakrishnan Chandan K. Reddy 25 225 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 17 392 0 28 Nov 2018
UFANS: U-shaped Fully-Parallel Acoustic Neural Structure For Statistical Parametric Speech Synthesis With 20X Faster Dabiao Ma Zhiba Su Yuhao Lu Wenxuan Wang Zhen Li 6 3 0 28 Nov 2018
Recurrently Controlled Recurrent Networks Yi Tay Anh Tuan Luu S. Hui 28 16 0 24 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 6 17 0 15 Nov 2018
Benchmarking Deep Sequential Models on Volatility Predictions for Financial Time Series Qiang Zhang Kyle Birkeland Yaodong Yang Y. Liu 14 9 0 08 Nov 2018
Analysing Dropout and Compounding Errors in Neural Language Models James OÑeill Danushka Bollegala 20 1 0 02 Nov 2018
Progress and Tradeoffs in Neural Language Models Raphael Tang Jimmy J. Lin 8 5 0 02 Nov 2018