Sequence to Sequence Learning with Neural Networks

10 September 2014

Papers citing "Sequence to Sequence Learning with Neural Networks"

50 / 4,961 papers shown

Title
LCSTS: A Large Scale Chinese Short Text Summarization Dataset Baotian Hu Qingcai Chen Fangze Zhu 31 337 0 19 Jun 2015
End-to-end people detection in crowded scenes Russell Stewart Mykhaylo Andriluka 25 541 0 16 Jun 2015
Tree-structured composition in neural networks without tree-structured architectures Samuel R. Bowman Christopher D. Manning Christopher Potts 31 75 0 16 Jun 2015
Reading Scene Text in Deep Convolutional Sequences Pan He Weilin Huang Yu Qiao Chen Change Loy Xiaoou Tang 29 307 0 14 Jun 2015
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 239 7,921 0 13 Jun 2015
Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences Hongyuan Mei Joey Tianyi Zhou Matthew R. Walter LM&Ro 29 242 0 12 Jun 2015
Place classification with a graph regularized deep neural network model Yiyi Liao S. Kodagoda Yue Wang Lei Shi Yong-jin Liu 30 26 0 12 Jun 2015
Neural Adaptive Sequential Monte Carlo S. Gu Zoubin Ghahramani Richard Turner BDL 24 145 0 10 Jun 2015
A cognitive neural architecture able to learn and communicate through natural language B. Golosio Angelo Cangelosi Olesya Gamotina G. Masala 24 27 0 10 Jun 2015
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 48 3,024 0 09 Jun 2015
Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks Samy Bengio Oriol Vinyals Navdeep Jaitly Noam M. Shazeer 75 2,020 0 09 Jun 2015
Learning to Transduce with Unbounded Memory Edward Grefenstette Karl Moritz Hermann Mustafa Suleyman Phil Blunsom 35 297 0 08 Jun 2015
Visualizing and Understanding Recurrent Networks A. Karpathy Justin Johnson Li Fei-Fei HAI 55 1,096 0 05 Jun 2015
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 27 254 0 05 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 33 443 0 03 Jun 2015
Visualizing and Understanding Neural Models in NLP Jiwei Li Xinlei Chen Eduard H. Hovy Dan Jurafsky MILM FAtt 32 703 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 37 17 0 01 Jun 2015
Transition-Based Dependency Parsing with Stack Long Short-Term Memory Chris Dyer Miguel Ballesteros Wang Ling Austin Matthews Noah A. Smith 67 801 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 32 496 0 21 May 2015
Jointly Modeling Embedding and Translation to Bridge Video and Language Yingwei Pan Tao Mei Ting Yao Houqiang Li Y. Rui 41 535 0 07 May 2015
Ask Your Neurons: A Neural-based Approach to Answering Questions about Images Mateusz Malinowski Marcus Rohrbach Mario Fritz 41 596 0 05 May 2015
Sequence to Sequence -- Video to Text Subhashini Venugopalan Marcus Rohrbach Jeff Donahue Raymond J. Mooney Trevor Darrell Kate Saenko 57 1,416 0 03 May 2015
Anticipating Visual Representations from Unlabeled Video Carl Vondrick Hamed Pirsiavash Antonio Torralba 24 145 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 25 154 0 25 Apr 2015
Differential Recurrent Neural Networks for Action Recognition Vivek Veeriah Naifan Zhuang Guo-Jun Qi 44 462 0 25 Apr 2015
Compositional Vector Space Models for Knowledge Base Completion Arvind Neelakantan Benjamin Roth Andrew McCallum BDL CoGe KELM 32 280 0 24 Apr 2015
Deep Recurrent Neural Networks for Acoustic Modelling William Chan Ian Lane 27 44 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 28 136 0 04 Apr 2015
A Simple Way to Initialize Recurrent Networks of Rectified Linear Units Quoc V. Le Navdeep Jaitly Geoffrey E. Hinton ODL 35 716 0 03 Apr 2015
$gen$ CNN: A Convolutional Architecture for Word Sequence Prediction Mingxuan Wang Zhengdong Lu Hang Li Wenbin Jiang Qun Liu 40 28 0 17 Mar 2015
Neural Responding Machine for Short-Text Conversation Lifeng Shang Zhengdong Lu Hang Li 65 1,143 0 09 Mar 2015
Denoising Autoencoders for fast Combinatorial Black Box Optimization Malte Probst 37 15 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 39 105 0 06 Mar 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 66 3,112 0 28 Feb 2015
Describing Videos by Exploiting Temporal Structure L. Yao Atousa Torabi Kyunghyun Cho Nicolas Ballas C. Pal Hugo Larochelle Aaron Courville 63 1,062 0 27 Feb 2015
Local Translation Prediction with Global Sentence Representation Jiajun Zhang 42 22 0 27 Feb 2015
Rectified Factor Networks Djork-Arné Clevert Andreas Mayr Thomas Unterthiner Sepp Hochreiter 28 16 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 72 1,173 0 19 Feb 2015
Probabilistic Backpropagation for Scalable Learning of Bayesian Neural Networks José Miguel Hernández-Lobato Ryan P. Adams UQCV BDL 43 939 0 18 Feb 2015
DRAW: A Recurrent Neural Network For Image Generation Karol Gregor Ivo Danihelka Alex Graves Danilo Jimenez Rezende Daan Wierstra GAN DRL 79 1,955 0 16 Feb 2015
A Linear Dynamical System Model for Text David Belanger Sham Kakade 35 34 0 13 Feb 2015
Gradient-based Hyperparameter Optimization through Reversible Learning D. Maclaurin David Duvenaud Ryan P. Adams DD 49 938 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 145 10,011 0 10 Feb 2015
Hyperparameter Search in Machine Learning Marc Claesen B. De Moor 33 437 0 07 Feb 2015
Protein Secondary Structure Prediction with Long Short Term Memory Networks Søren Kaae Sønderby Ole Winther 39 114 0 25 Dec 2014
Difference Target Propagation Dong-Hyun Lee Saizheng Zhang Asja Fischer Yoshua Bengio AAML 25 346 0 23 Dec 2014
Pragmatic Neural Language Modelling in Machine Translation Paul Baltescu Phil Blunsom 35 34 0 22 Dec 2014
Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN) Junhua Mao Wenyuan Xu Yi Yang Jiang Wang Zhiheng Huang Alan Yuille VLM 86 1,235 0 20 Dec 2014
Purine: A bi-graph based deep learning framework Min Lin Shuo Li Xuan Luo Shuicheng Yan GNN 45 8 0 19 Dec 2014
Deep Speech: Scaling up end-to-end speech recognition Awni Y. Hannun Carl Case Jared Casper Bryan Catanzaro G. Diamos ... R. Prenger S. Satheesh Shubho Sengupta Adam Coates A. Ng 107 2,110 0 17 Dec 2014