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Recurrent Neural Network Regularization

8 September 2014

Papers citing "Recurrent Neural Network Regularization"

26 / 26 papers shown

Title
Preserving Seasonal and Trend Information: A Variational Autoencoder-Latent Space Arithmetic Based Approach for Non-stationary Learning Hassan Wasswa Aziida Nanyonga Timothy Lynar 67 1 0 26 Apr 2025
Phase of Flight Classification in Aviation Safety using LSTM, GRU, and BiLSTM: A Case Study with ASN Dataset Aziida Nanyonga Hassan Wasswa Graham Wild 86 6 0 14 Jan 2025
HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification Cheng Jin Luyang Luo Huangjing Lin Jun Hou Hao Chen 95 4 0 12 Nov 2024
A trans-disciplinary review of deep learning research for water resources scientists Chaopeng Shen AI4CE 187 690 0 06 Dec 2017
Fast-Slow Recurrent Neural Networks Asier Mujika Florian Meier Angelika Steger 81 77 0 24 May 2017
Predicting Auction Price of Vehicle License Plate with Deep Recurrent Neural Network Vinci Chow 100 20 0 30 Jan 2017
Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer Noam M. Shazeer Azalia Mirhoseini Krzysztof Maziarz Andy Davis Quoc V. Le Geoffrey E. Hinton J. Dean MoE 251 2,653 0 23 Jan 2017
A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue Mihail Eric Christopher D. Manning BDL 109 155 0 15 Jan 2017
Pointer Sentinel Mixture Models Stephen Merity Caiming Xiong James Bradbury R. Socher RALM 328 2,876 0 26 Sep 2016
Show and Tell: Lessons learned from the 2015 MSCOCO Image Captioning Challenge Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 111 854 0 21 Sep 2016
Exploring the Limits of Language Modeling Rafal Jozefowicz Oriol Vinyals M. Schuster Noam M. Shazeer Yonghui Wu 191 1,145 0 07 Feb 2016
Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling Gakuto Kurata Bing Xiang Bowen Zhou Mo Yu 89 125 0 07 Jan 2016
Language to Logical Form with Neural Attention Li Dong Mirella Lapata AI4CE NAI 106 729 0 06 Jan 2016
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 243 6,029 0 17 Nov 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 468 43,658 0 17 Sep 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 437 20,568 0 10 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,354 0 03 Jun 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,667 0 01 May 2014
A Clockwork RNN Jan Koutník Klaus Greff Faustino J. Gomez Jürgen Schmidhuber 86 500 0 14 Feb 2014
How to Construct Deep Recurrent Neural Networks Razvan Pascanu Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 116 1,009 0 20 Dec 2013
Dropout improves Recurrent Neural Networks for Handwriting Recognition Vu Pham Théodore Bluche Christopher Kermorvant J. Louradour 111 567 0 05 Nov 2013
On Fast Dropout and its Applicability to Recurrent Networks Justin Bayer Christian Osendorfer Daniela Korhammer Nutan Chen Sebastian Urban Patrick van der Smagt ODL 86 64 0 04 Nov 2013
Exploiting Similarities among Languages for Machine Translation Tomas Mikolov Quoc V. Le Ilya Sutskever 96 1,596 0 17 Sep 2013
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 155 4,034 0 04 Aug 2013
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 226 8,517 0 22 Mar 2013
Regularization and nonlinearities for neural language models: when are they needed? Marius Pachitariu M. Sahani 89 46 0 23 Jan 2013