Describing Multimedia Content using Attention-based Encoder--Decoder Networks

4 July 2015

Aaron Courville

Papers citing "Describing Multimedia Content using Attention-based Encoder--Decoder Networks"

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Title
Pay attention to the activations: a modular attention mechanism for fine-grained image recognition Pau Rodríguez López Diego A. Velázquez Guillem Cucurull J. M. Gonfaus F. X. Roca Jordi Gonzalez 6 74 0 30 Jul 2019
A Unified Framework of Online Learning Algorithms for Training Recurrent Neural Networks O. Marschall Kyunghyun Cho Cristina Savin FedML 20 72 0 05 Jul 2019
Better Long-Range Dependency By Bootstrapping A Mutual Information Regularizer Yanshuai Cao Peng-Tao Xu 9 2 0 28 May 2019
An Attentive Survey of Attention Models S. Chaudhari Varun Mithal Gungor Polatkan R. Ramanath 19 638 0 05 Apr 2019
Information Maximizing Visual Question Generation Ranjay Krishna Michael S. Bernstein Li Fei-Fei 10 95 0 27 Mar 2019
Evaluating Sequence-to-Sequence Models for Handwritten Text Recognition Johannes Michael R. Labahn Tobias Grüning Jochen Zöllner 11 112 0 18 Mar 2019
COMIC: Towards A Compact Image Captioning Model with Attention J. Tan Chee Seng Chan Joon Huang Chuah VLM 18 40 0 04 Mar 2019
Non-Monotonic Sequential Text Generation Sean Welleck Kianté Brantley Hal Daumé Kyunghyun Cho 20 129 0 05 Feb 2019
Insertion-based Decoding with automatically Inferred Generation Order Jiatao Gu Qi Liu Kyunghyun Cho 11 108 0 04 Feb 2019
Double Neural Counterfactual Regret Minimization Hui Li Kailiang Hu Zhibang Ge Tao Jiang Yuan Qi Le Song 20 52 0 27 Dec 2018
Hierarchical LSTMs with Adaptive Attention for Visual Captioning Jingkuan Song Xiangpeng Li Lianli Gao Heng Tao Shen 13 221 0 26 Dec 2018
Image Captioning Based on a Hierarchical Attention Mechanism and Policy Gradient Optimization Shiyang Yan Yuan Xie F. Wu Jeremy S. Smith Wenjin Lu Bailing Zhang 14 5 0 13 Nov 2018
Modeling and Predicting Popularity Dynamics via Deep Learning Attention Mechanism Sha Yuan Yu Zhang Jie Tang Huawei Shen Xingxing Wei GNN HAI 6 4 0 06 Nov 2018
Long Short-Term Attention G. Zhong Xin Lin Kang Chen Qingyang Li Kaizhu Huang ODL RALM HAI 23 10 0 30 Oct 2018
On Controllable Sparse Alternatives to Softmax Anirban Laha Saneem A. Chemmengath Priyanka Agrawal Mitesh M. Khapra Karthik Sankaranarayanan H. G. Ramaswamy 11 57 0 29 Oct 2018
Using Deep Learning for price prediction by exploiting stationary limit order book features Avraam Tsantekidis Nikolaos Passalis Anastasios Tefas J. Kanniainen M. Gabbouj Alexandros Iosifidis OOD 11 88 0 23 Oct 2018
Large-scale Hierarchical Alignment for Data-driven Text Rewriting Nikola I. Nikolov Richard H. R. Hahnloser 30 7 0 18 Oct 2018
Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing Jetic Gū Hassan S. Shavarani Anoop Sarkar AIMat 14 24 0 06 Sep 2018
Combining time-series and textual data for taxi demand prediction in event areas: a deep learning approach Filipe Rodrigues Ioulia Markou Francisco Câmara Pereira AI4TS 11 15 0 16 Aug 2018
Where-and-When to Look: Deep Siamese Attention Networks for Video-based Person Re-identification Lin Wu Y. Wang Junbin Gao Xue Li 11 193 0 03 Aug 2018
Latent Alignment and Variational Attention Yuntian Deng Yoon Kim Justin T. Chiu Demi Guo Alexander M. Rush BDL 13 110 0 10 Jul 2018
Learning Factorized Multimodal Representations Yao-Hung Hubert Tsai Paul Pu Liang Amir Zadeh Louis-Philippe Morency Ruslan Salakhutdinov DRL 42 401 0 16 Jun 2018
Data-driven Summarization of Scientific Articles Nikola I. Nikolov Michael Pfeiffer Richard H. R. Hahnloser MedIm 9 43 0 24 Apr 2018
A Mixed Hierarchical Attention based Encoder-Decoder Approach for Standard Table Summarization Parag Jain Anirban Laha Karthik Sankaranarayanan Preksha Nema Mitesh M. Khapra Shreyas Shetty LMTD 15 28 0 20 Apr 2018
Fine-Grained Attention Mechanism for Neural Machine Translation Heeyoul Choi Kyunghyun Cho Yoshua Bengio 25 173 0 30 Mar 2018
Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points Fabien Baradel Christian Wolf J. Mille Graham W. Taylor 24 150 0 22 Feb 2018
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement Jason D. Lee Elman Mansimov Kyunghyun Cho DiffM BDL 17 455 0 19 Feb 2018
Recurrent Neural Network-Based Semantic Variational Autoencoder for Sequence-to-Sequence Learning Myeongjun Jang Seungwan Seo Pilsung Kang DRL 35 55 0 09 Feb 2018
Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli Eri Matsuo Ichiro Kobayashi Shinji Nishimoto S. Nishida H. Asoh 11 14 0 19 Jan 2018
Beyond saliency: understanding convolutional neural networks from saliency prediction on layer-wise relevance propagation Heyi Li Yunke Tian Klaus Mueller Xin Chen FAtt 11 38 0 22 Dec 2017
Human Action Recognition: Pose-based Attention draws focus to Hands Fabien Baradel Christian Wolf J. Mille 19 107 0 20 Dec 2017
Character-Based Handwritten Text Transcription with Attention Networks Jason Poulos Rafael Valle 20 31 0 11 Dec 2017
Locally Smoothed Neural Networks Liang Pang Yanyan Lan Jun Xu J. Guo Xueqi Cheng 33 5 0 22 Nov 2017
Attention-based Information Fusion using Multi-Encoder-Decoder Recurrent Neural Networks S. Baier Sigurd Spieckermann Volker Tresp HAI 15 4 0 13 Nov 2017
Monitoring tool usage in surgery videos using boosted convolutional and recurrent neural networks Hassan Al Hajj M. Lamard Pierre-Henri Conze B. Cochener G. Quellec 20 3 0 04 Oct 2017
Attribute Recognition by Joint Recurrent Learning of Context and Correlation Jingya Wang Xiatian Zhu S. Gong Wei Li 8 148 0 25 Sep 2017
Predicting Cardiovascular Risk Factors from Retinal Fundus Photographs using Deep Learning Ryan Poplin A. Varadarajan Katy Blumer Yun-hui Liu M. McConnell G. Corrado L. Peng D. Webster MedIm 22 1,318 0 31 Aug 2017
The Tensor Memory Hypothesis Volker Tresp Yunpu Ma 16 10 0 09 Aug 2017
Large-scale Video Classification guided by Batch Normalized LSTM Translator Jae Hyeon Yoo VLM 13 11 0 13 Jul 2017
Speaker-independent Speech Separation with Deep Attractor Network Yi Luo Zhuo Chen N. Mesgarani 11 245 0 12 Jul 2017
Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning Jingkuan Song Zhao Guo Lianli Gao Wu Liu Dongxiang Zhang Heng Tao Shen 30 166 0 05 Jun 2017
Modeling Latent Attention Within Neural Networks Christopher Grimm Dilip Arumugam Siddharth Karamcheti David Abel Lawson L. S. Wong Michael L. Littman 11 1 0 02 Jun 2017
Search Engine Guided Non-Parametric Neural Machine Translation Jiatao Gu Yong Wang Kyunghyun Cho V. Li 25 48 0 20 May 2017
The Forgettable-Watcher Model for Video Question Answering Hongyang Xue Zhou Zhao Deng Cai 14 9 0 03 May 2017
Affect-LM: A Neural Language Model for Customizable Affective Text Generation Sayan Ghosh Mathieu Chollet Eugene Laksana Louis-Philippe Morency Stefan Scherer KELM CVBM 14 190 0 22 Apr 2017
Creativity: Generating Diverse Questions using Variational Autoencoders Unnat Jain Ziyu Zhang A. Schwing 15 151 0 11 Apr 2017
It Takes Two to Tango: Towards Theory of AI's Mind Arjun Chandrasekaran Deshraj Yadav Prithvijit Chattopadhyay Viraj Prabhu Devi Parikh 28 53 0 03 Apr 2017
Pose-conditioned Spatio-Temporal Attention for Human Action Recognition Fabien Baradel Christian Wolf J. Mille 31 79 0 29 Mar 2017
Joint Modeling of Event Sequence and Time Series with Attentional Twin Recurrent Neural Networks Shuai Xiao Junchi Yan Mehrdad Farajtabar Le Song Xiaokang Yang H. Zha AI4TS 11 44 0 24 Mar 2017
Autoregressive Convolutional Neural Networks for Asynchronous Time Series Mikolaj Binkowski Gautier Marti Philippe Donnat AI4TS BDL 19 149 0 12 Mar 2017