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Sequence to Sequence Learning with Neural Networks

10 September 2014

Papers citing "Sequence to Sequence Learning with Neural Networks"

50 / 6,175 papers shown

Title
Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture Recognition in Video Lionel Pigou Aaron van den Oord Sander Dieleman Mieke Van Herreweghe J. Dambre 79 256 0 05 Jun 2015
Cyclical Learning Rates for Training Neural Networks L. Smith ODL 240 2,543 0 03 Jun 2015
What value do explicit high level concepts have in vision to language problems? Qi Wu Chunhua Shen Lingqiao Liu A. Dick Anton Van Den Hengel 87 444 0 03 Jun 2015
Visualizing and Understanding Neural Models in NLP Jiwei Li Xinlei Chen Eduard H. Hovy Dan Jurafsky MILM FAtt 93 707 0 02 Jun 2015
A Hierarchical Neural Autoencoder for Paragraphs and Documents Jiwei Li Minh-Thang Luong Dan Jurafsky BDL 112 605 0 02 Jun 2015
Statistical Machine Translation Features with Multitask Tensor Networks Hendra Setiawan Zhongqiang Huang Jacob Devlin Thomas Lamar Rabih Zbib R. Schwartz J. Makhoul 84 17 0 01 Jun 2015
Learning with hidden variables Y. Roudi Graham Taylor 53 16 0 01 Jun 2015
Sequence-to-Sequence Neural Net Models for Grapheme-to-Phoneme Conversion Kaisheng Yao Geoffrey Zweig 121 164 0 31 May 2015
A Critical Review of Recurrent Neural Networks for Sequence Learning Zachary Chase Lipton John Berkowitz Charles Elkan 149 2,355 0 29 May 2015
Transition-Based Dependency Parsing with Stack Long Short-Term Memory Chris Dyer Miguel Ballesteros Wang Ling Austin Matthews Noah A. Smith 119 802 0 29 May 2015
Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Answering Haoyuan Gao Junhua Mao Jie Zhou Zhiheng Huang Lei Wang Wenyuan Xu 88 503 0 21 May 2015
Jointly Modeling Embedding and Translation to Bridge Video and Language Yingwei Pan Tao Mei Ting Yao Houqiang Li Y. Rui 95 535 0 07 May 2015
Ask Your Neurons: A Neural-based Approach to Answering Questions about Images Mateusz Malinowski Marcus Rohrbach Mario Fritz 114 602 0 05 May 2015
Sequence to Sequence -- Video to Text Subhashini Venugopalan Marcus Rohrbach Jeff Donahue Raymond J. Mooney Trevor Darrell Kate Saenko 150 1,421 0 03 May 2015
ReNet: A Recurrent Neural Network Based Alternative to Convolutional Networks Francesco Visin Kyle Kastner Kyunghyun Cho Matteo Matteucci Aaron Courville Yoshua Bengio SSeg 81 271 0 03 May 2015
Anticipating Visual Representations from Unlabeled Video Carl Vondrick Hamed Pirsiavash Antonio Torralba 92 145 0 29 Apr 2015
Learning like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images Junhua Mao Xu Wei Yi Yang Jiang Wang Zhiheng Huang Alan Yuille 107 155 0 25 Apr 2015
Differential Recurrent Neural Networks for Action Recognition Vivek Veeriah Naifan Zhuang Guo-Jun Qi 108 464 0 25 Apr 2015
Compositional Vector Space Models for Knowledge Base Completion Arvind Neelakantan Benjamin Roth Andrew McCallum BDL CoGe KELM 75 283 0 24 Apr 2015
Evaluating Two-Stream CNN for Video Classification Hao Ye Zuxuan Wu Rui Zhao Xi Wang Yu-Gang Jiang Xiangyang Xue 91 120 0 08 Apr 2015
Deep Recurrent Neural Networks for Acoustic Modelling William Chan Ian Lane 76 43 0 07 Apr 2015
Temporal Localization of Fine-Grained Actions in Videos by Domain Transfer from Web Images Chen Sun Sanketh Shetty Rahul Sukthankar Ram Nevatia 85 135 0 04 Apr 2015
A Simple Way to Initialize Recurrent Networks of Rectified Linear Units Quoc V. Le Navdeep Jaitly Geoffrey E. Hinton ODL 105 722 0 03 Apr 2015
$gen$ CNN: A Convolutional Architecture for Word Sequence Prediction Mingxuan Wang Zhengdong Lu Hang Li Wenbin Jiang Qun Liu 84 29 0 17 Mar 2015
Long Short-Term Memory Over Tree Structures Xiao-Dan Zhu Parinaz Sobhani Hongyu Guo RALM 63 70 0 16 Mar 2015
On Using Monolingual Corpora in Neural Machine Translation Çağlar Gülçehre Orhan Firat Kelvin Xu Kyunghyun Cho Loïc Barrault Huei-Chi Lin Fethi Bougares Holger Schwenk Yoshua Bengio 160 564 0 11 Mar 2015
Compositional Distributional Semantics with Long Short Term Memory Phong Le Willem H. Zuidema 118 104 0 09 Mar 2015
Neural Responding Machine for Short-Text Conversation Lifeng Shang Zhengdong Lu Hang Li 121 1,146 0 09 Mar 2015
Context-Dependent Translation Selection Using Convolutional Neural Network Zhaopeng Tu Baotian Hu Zhengdong Lu Hang Li 81 27 0 09 Mar 2015
Denoising Autoencoders for fast Combinatorial Black Box Optimization Malte Probst 50 15 0 06 Mar 2015
Convolutional LSTM Networks for Subcellular Localization of Proteins Søren Kaae Sønderby C. Sønderby H. Nielsen Ole Winther 94 147 0 06 Mar 2015
Encoding Source Language with Convolutional Neural Network for Machine Translation Fandong Meng Zhengdong Lu Mingxuan Wang Hang Li Wenbin Jiang Qun Liu 132 105 0 06 Mar 2015
Deep Clustered Convolutional Kernels Minyoung Kim Luca Rigazio 99 18 0 06 Mar 2015
When Are Tree Structures Necessary for Deep Learning of Representations? Jiwei Li Thang Luong Dan Jurafsky Eduard H. Hovy 111 227 0 28 Feb 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 146 3,125 0 28 Feb 2015
Describing Videos by Exploiting Temporal Structure L. Yao Atousa Torabi Kyunghyun Cho Nicolas Ballas C. Pal Hugo Larochelle Aaron Courville 168 1,064 0 27 Feb 2015
Local Translation Prediction with Global Sentence Representation Jiajun Zhang 77 22 0 27 Feb 2015
Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval Hamid Palangi Li Deng Yelong Shen Jianfeng Gao Xiaodong He Jianshu Chen Xinying Song Rabab Ward 3DV RALM 119 828 0 24 Feb 2015
Rectified Factor Networks Djork-Arné Clevert Andreas Mayr Thomas Unterthiner Sepp Hochreiter 73 17 0 23 Feb 2015
Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks Jason Weston Antoine Bordes S. Chopra Alexander M. Rush Bart van Merriënboer Armand Joulin Tomas Mikolov LRM ELM 191 1,182 0 19 Feb 2015
Probabilistic Backpropagation for Scalable Learning of Bayesian Neural Networks José Miguel Hernández-Lobato Ryan P. Adams UQCV BDL 150 945 0 18 Feb 2015
Unsupervised Learning of Video Representations using LSTMs Nitish Srivastava Elman Mansimov Ruslan Salakhutdinov SSL 184 2,595 0 16 Feb 2015
DRAW: A Recurrent Neural Network For Image Generation Karol Gregor Ivo Danihelka Alex Graves Danilo Jimenez Rezende Daan Wierstra GAN DRL 193 1,963 0 16 Feb 2015
A Linear Dynamical System Model for Text David Belanger Sham Kakade 121 34 0 13 Feb 2015
Gradient-based Hyperparameter Optimization through Reversible Learning D. Maclaurin David Duvenaud Ryan P. Adams DD 241 946 0 11 Feb 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 352 10,102 0 10 Feb 2015
Generative Moment Matching Networks Yujia Li Kevin Swersky R. Zemel OOD GAN 133 847 0 10 Feb 2015
Gated Feedback Recurrent Neural Networks Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 82 831 0 09 Feb 2015
Hyperparameter Search in Machine Learning Marc Claesen B. De Moor 100 443 0 07 Feb 2015
Protein Secondary Structure Prediction with Long Short Term Memory Networks Søren Kaae Sønderby Ole Winther 122 114 0 25 Dec 2014