Adam: A Method for Stochastic Optimization

22 December 2014

Jimmy Ba

Papers citing "Adam: A Method for Stochastic Optimization"

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Title
Predicting Auction Price of Vehicle License Plate with Deep Recurrent Neural Network Vinci Chow 29 19 0 30 Jan 2017
Source localization in an ocean waveguide using supervised machine learning Haiqiang Niu Emma Reeves Peter Gerstoft 21 163 0 29 Jan 2017
The HASYv2 dataset Martin Thoma VLM 24 36 0 29 Jan 2017
Deep Recurrent Neural Network for Protein Function Prediction from Sequence X. Liu 32 94 0 28 Jan 2017
Drug-Drug Interaction Extraction from Biomedical Text Using Long Short Term Memory Network Sunil Kumar Sahu Ashish Anand 34 134 0 28 Jan 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 78 4,809 0 26 Jan 2017
An Empirical Analysis of Feature Engineering for Predictive Modeling Jeff Heaton 8 211 0 26 Jan 2017
Intelligent real-time MEMS sensor fusion and calibration Dušan Nemec A. Janota M. Hruboš V. Simák 19 41 0 26 Jan 2017
On the Effectiveness of Discretizing Quantitative Attributes in Linear Classifiers Nayyar Zaidi Yang Du Geoffrey I. Webb 33 17 0 24 Jan 2017
Deep Network Guided Proof Search Sarah M. Loos G. Irving Christian Szegedy C. Kaliszyk AIMat 18 157 0 24 Jan 2017
Perceptually Optimized Image Rendering Valero Laparra Alexander Berardino Johannes Ballé Eero P. Simoncelli 39 67 0 23 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 61 2,535 0 23 Jan 2017
Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities Guo-Jun Qi GAN 27 350 0 23 Jan 2017
Image De-raining Using a Conditional Generative Adversarial Network He Zhang Vishwanath A. Sindagi Vishal M. Patel GAN 38 1,012 0 21 Jan 2017
Neural Offset Min-Sum Decoding Loren Lugosch W. Gross 35 138 0 20 Jan 2017
Temporal Overdrive Recurrent Neural Network F. Bianchi Michael C. Kampffmeyer E. Maiorino Robert Jenssen AI4TS 29 9 0 18 Jan 2017
Synthesizing Normalized Faces from Facial Identity Features Forrester Cole David Belanger Dilip Krishnan Aaron Sarna Inbar Mosseri William T. Freeman 3DH CVBM 37 141 0 17 Jan 2017
Incremental Learning for Robot Perception through HRI Sepehr Valipour C. P. Quintero Martin Jägersand SSL CLL 19 32 0 17 Jan 2017
Deep Memory Networks for Attitude Identification Cheng Li Xiaoxiao Guo Qiaozhu Mei 29 89 0 16 Jan 2017
DyNet: The Dynamic Neural Network Toolkit Graham Neubig Chris Dyer Yoav Goldberg Austin Matthews Bridger Waleed Ammar ... Yusuke Oda Matthew Richardson Naomi Saphra Swabha Swayamdipta Pengcheng Yin 43 386 0 15 Jan 2017
Comprehension-guided referring expressions Ruotian Luo Gregory Shakhnarovich ObjD 29 171 0 12 Jan 2017
RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems Chongyang Tao Lili Mou Dongyan Zhao Rui Yan 28 217 0 11 Jan 2017
CNN-based Segmentation of Medical Imaging Data Baris Kayalibay Grady Jensen Patrick van der Smagt SSeg 33 413 0 11 Jan 2017
Stochastic Generative Hashing Bo Dai Ruiqi Guo Sanjiv Kumar Niao He Le Song TPM 35 106 0 11 Jan 2017
Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks Wenjie Qu Mohammad Pezeshki Philemon Brakel Saizheng Zhang Yoshua Bengio Aaron Courville 27 366 0 10 Jan 2017
Unsupervised Image-to-Image Translation with Generative Adversarial Networks Hao Dong Paarth Neekhara Chao Wu Yike Guo GAN 29 88 0 10 Jan 2017
A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling Diego Marcheggiani Anton Frolov Ivan Titov 16 110 0 10 Jan 2017
Unsupervised Learning of Long-Term Motion Dynamics for Videos Zelun Luo Boya Peng De-An Huang Alexandre Alahi Li Fei-Fei SSL 32 193 0 07 Jan 2017
Generating Focussed Molecule Libraries for Drug Discovery with Recurrent Neural Networks Marwin H. S. Segler T. Kogej C. Tyrchan M. Waller 30 96 0 05 Jan 2017
Joint Semantic Synthesis and Morphological Analysis of the Derived Word Ryan Cotterell Hinrich Schütze 29 35 0 04 Jan 2017
Constrained Deep Weak Supervision for Histopathology Image Segmentation Zhipeng Jia Xingyi Huang E. Chang Yan Xu 40 217 0 03 Jan 2017
Weakly Supervised Semantic Segmentation using Web-Crawled Videos Seunghoon Hong Donghun Yeo Suha Kwak Honglak Lee Bohyung Han 44 158 0 02 Jan 2017
Video-based Person Re-identification with Accumulative Motion Context Hao Liu Zequn Jie Karlekar Jayashree Meibin Qi Jianguo Jiang Shuicheng Yan Jiashi Feng 39 165 0 01 Jan 2017
Counterfactual Prediction with Deep Instrumental Variables Networks Jason S. Hartford Greg Lewis Kevin Leyton-Brown Matt Taddy CML OOD 16 49 0 30 Dec 2016
A Joint Speaker-Listener-Reinforcer Model for Referring Expressions Licheng Yu Hao Tan Joey Tianyi Zhou Tamara L. Berg ObjD 46 273 0 30 Dec 2016
Modeling documents with Generative Adversarial Networks John Glover GAN 24 29 0 29 Dec 2016
Semantic Video Segmentation by Gated Recurrent Flow Propagation David Nilsson C. Sminchisescu 23 222 0 28 Dec 2016
The Predictron: End-To-End Learning and Planning David Silver H. V. Hasselt Matteo Hessel Tom Schaul A. Guez ... Gabriel Dulac-Arnold David P. Reichert Neil C. Rabinowitz André Barreto T. Degris 23 289 0 28 Dec 2016
Image-Text Multi-Modal Representation Learning by Adversarial Backpropagation Gwangbeen Park Woobin Im GAN 24 25 0 26 Dec 2016
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis Mehdi S. M. Sajjadi Bernhard Schölkopf M. Hirsch SupR 18 969 0 23 Dec 2016
SampleRNN: An Unconditional End-to-End Neural Audio Generation Model Soroush Mehri Kundan Kumar Ishaan Gulrajani Rithesh Kumar Shubham Jain Jose M. R. Sotelo Aaron Courville Yoshua Bengio 41 595 0 22 Dec 2016
Continuous multilinguality with language vectors Robert Östling Jörg Tiedemann 32 81 0 22 Dec 2016
Collaborative Filtering with User-Item Co-Autoregressive Models Chao Du Chongxuan Li Yin Zheng Jun Zhu Bo Zhang HAI 26 33 0 21 Dec 2016
An Empirical Study of Language CNN for Image Captioning Jiuxiang Gu G. Wang Jianfei Cai Tsuhan Chen 31 132 0 21 Dec 2016
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 107 2,324 0 20 Dec 2016
Dynamic Action Recognition: A convolutional neural network model for temporally organized joint location data Adhavan Jayabalan H. Karunakaran Shravan Murlidharan Tesia Shizume HAI 21 7 0 20 Dec 2016
Few-Shot Object Recognition from Machine-Labeled Web Images Zhongwen Xu Linchao Zhu Yi Yang VLM 18 66 0 19 Dec 2016
Neural Networks Classifier for Data Selection in Statistical Machine Translation Álvaro Peris Mara Chinea-Rios F. Casacuberta 32 16 0 16 Dec 2016
Deep Reinforcement Learning with Successor Features for Navigation across Similar Environments Jingwei Zhang Jost Tobias Springenberg Joschka Boedecker Wolfram Burgard 22 294 0 16 Dec 2016
Video Propagation Networks Varun Jampani Raghudeep Gadde Peter V. Gehler DiffM 19 230 0 16 Dec 2016