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Adam: A Method for Stochastic Optimization

22 December 2014

Diederik P. Kingma

Jimmy Ba

ODL

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Papers citing "Adam: A Method for Stochastic Optimization"

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Title
Classification vs. Regression in Supervised Learning for Single Channel Speaker Count Estimation Fabian-Robert Stöter Soumitro Chakrabarty B. Edler Emanuel Habets BDL 76 38 0 12 Dec 2017
Occlusion-aware Hand Pose Estimation Using Hierarchical Mixture Density Network Qianru Ye Tae-Kyun Kim 3DH 110 53 0 29 Nov 2017
Parallel WaveNet: Fast High-Fidelity Speech Synthesis Aaron van den Oord Yazhe Li Igor Babuschkin Karen Simonyan Oriol Vinyals ... Alex Graves Helen King T. Walters Dan Belov Demis Hassabis 218 859 0 28 Nov 2017
The Feeling of Success: Does Touch Sensing Help Predict Grasp Outcomes? Roberto Calandra Andrew Owens M. Upadhyaya Wenzhen Yuan Justin Lin Edward H. Adelson Sergey Levine 125 198 0 16 Oct 2017
Large Batch Training of Convolutional Networks Yang You Igor Gitman Boris Ginsburg ODL 137 848 0 13 Aug 2017
Deep Voice 2: Multi-Speaker Neural Text-to-Speech Sercan O. Arik G. Diamos Andrew Gibiansky John Miller Kainan Peng Ming-Yu Liu Jonathan Raiman Yanqi Zhou 75 496 0 24 May 2017
From source to target and back: symmetric bi-directional adaptive GAN P. Russo Fabio Maria Carlucci Tatiana Tommasi Barbara Caputo GAN 95 242 0 24 May 2017
Train longer, generalize better: closing the generalization gap in large batch training of neural networks Elad Hoffer Itay Hubara Daniel Soudry ODL 178 799 0 24 May 2017
Fast-Slow Recurrent Neural Networks Asier Mujika Florian Meier Angelika Steger 81 77 0 24 May 2017
Look, Listen and Learn Relja Arandjelović Andrew Zisserman SSL 115 905 0 23 May 2017
Detection Algorithms for Communication Systems Using Deep Learning Nariman Farsad Andrea J. Goldsmith 98 136 0 22 May 2017
TricorNet: A Hybrid Temporal Convolutional and Recurrent Network for Video Action Segmentation Li Ding Chenliang Xu 89 51 0 22 May 2017
The Kernel Mixture Network: A Nonparametric Method for Conditional Density Estimation of Continuous Random Variables L. Ambrogioni Umut Güçlü Marcel van Gerven E. Maris BDL 168 47 0 19 May 2017
Masked Autoregressive Flow for Density Estimation George Papamakarios Theo Pavlakou Iain Murray 210 1,354 0 19 May 2017
Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning Nat Dilokthanakul Christos Kaplanis Nick Pawlowski Murray Shanahan 68 92 0 18 May 2017
MUTAN: Multimodal Tucker Fusion for Visual Question Answering H. Ben-younes Rémi Cadène Matthieu Cord Nicolas Thome 164 582 0 18 May 2017
Learning a bidirectional mapping between human whole-body motion and natural language using deep recurrent neural networks Matthias Plappert Christian Mandery Tamim Asfour 3DH 126 132 0 18 May 2017
Fashion Forward: Forecasting Visual Style in Fashion Ziad Al-Halah Rainer Stiefelhagen Kristen Grauman AI4TS 59 163 0 18 May 2017
Practical Processing of Mobile Sensor Data for Continual Deep Learning Predictions Kleomenis Katevas Ilias Leontiadis M. Pielot Joan Serrà HAI 51 12 0 17 May 2017
Subregular Complexity and Deep Learning Enes Avcu Chihiro Shibata Jeffrey Heinz 51 31 0 16 May 2017
Single Image Super-Resolution Using Multi-Scale Convolutional Neural Network Xiaoyi Jia Xiangmin Xu Bolun Cai K. Guo SupR 96 15 0 15 May 2017
Imagination improves Multimodal Translation Desmond Elliott Ákos Kádár 151 137 0 11 May 2017
A Cascaded Convolutional Neural Network for X-ray Low-dose CT Image Denoising Dufan Wu Kyungsang Kim Xiaofeng Liu Quanzheng Li MedIm OOD 92 66 0 11 May 2017
Predicting the Driver's Focus of Attention: the DR(eye)VE Project Andrea Palazzi Davide Abati Simone Calderara Francesco Solera Rita Cucchiara 68 252 0 10 May 2017
Nonlinear Information Bottleneck Artemy Kolchinsky Brendan D. Tracey David Wolpert 55 156 0 06 May 2017
Machine Comprehension by Text-to-Text Neural Question Generation Xingdi Yuan Tong Wang Çağlar Gülçehre Alessandro Sordoni Philip Bachman Sandeep Subramanian Saizheng Zhang Adam Trischler OOD 95 187 0 04 May 2017
Deep Learning for Tumor Classification in Imaging Mass Spectrometry Jens Behrmann Christian Etmann T. Boskamp R. Casadonte J. Kriegsmann Peter Maass 76 104 0 02 May 2017
Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution Ryutaro Tanno Daniel E. Worrall Aurobrata Ghosh Enrico Kaden S. Sotiropoulos A. Criminisi Daniel C. Alexander UQCV DiffM MedIm SupR 74 152 0 01 May 2017
Classical Planning in Deep Latent Space: Bridging the Subsymbolic-Symbolic Boundary Masataro Asai A. Fukunaga 134 172 0 29 Apr 2017
Representation Learning and Pairwise Ranking for Implicit Feedback in Recommendation Systems Sumit Sidana Mikhail Trofimov Oleh Horodnytskyi Charlotte Laclau Yury Maximov Massih-Reza Amini FedML 90 24 0 29 Apr 2017
Traffic Light Control Using Deep Policy-Gradient and Value-Function Based Reinforcement Learning Seyed Sajad Mousavi Michael Schukat Enda Howley 64 307 0 28 Apr 2017
No More Discrimination: Cross City Adaptation of Road Scene Segmenters Yi-Hsin Chen Wei-Yu Chen Yu-Ting Chen Bo-Cheng Tsai Y. Wang Min Sun SSeg 182 341 0 27 Apr 2017
All You Need is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks with Orthonormality and Modulation Di Xie Jiang Xiong Shiliang Pu 114 182 0 06 Mar 2017
Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning Marc Aubreville C. Knipfer N. Oetter Christian Jaremenko E. Rodner Joachim Denzler C. Bohr H. Neumann Florian Stelzle Andreas Maier 100 234 0 05 Mar 2017
Perceiving and Reasoning About Liquids Using Fully Convolutional Networks Connor Schenck Dieter Fox 98 32 0 05 Mar 2017
Deeply AggreVaTeD: Differentiable Imitation Learning for Sequential Prediction Wen Sun Arun Venkatraman Geoffrey J. Gordon Byron Boots J. Andrew Bagnell 132 235 0 03 Mar 2017
Wireless Interference Identification with Convolutional Neural Networks Malte Schmidt Dimitri Block U. Meier 68 135 0 02 Mar 2017
A Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction Jo Schlemper Jose Caballero Joseph V. Hajnal Anthony N. Price Daniel Rueckert 110 348 0 01 Mar 2017
Graph-based Isometry Invariant Representation Learning Renata Khasanova P. Frossard 111 55 0 01 Mar 2017
Bridging the Gap Between Value and Policy Based Reinforcement Learning Ofir Nachum Mohammad Norouzi Kelvin Xu Dale Schuurmans 161 472 0 28 Feb 2017
eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys Joshua Saxe Konstantin Berlin 86 207 0 27 Feb 2017
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions Zichao Yang Zhiting Hu Ruslan Salakhutdinov Taylor Berg-Kirkpatrick 99 389 0 27 Feb 2017
Deep Voice: Real-time Neural Text-to-Speech Sercan O. Arik Mike Chrzanowski Adam Coates G. Diamos Andrew Gibiansky ... John Miller Andrew Ng Jonathan Raiman Shubho Sengupta Mohammad Shoeybi 90 616 0 25 Feb 2017
Exponentially vanishing sub-optimal local minima in multilayer neural networks Daniel Soudry Elad Hoffer 149 97 0 19 Feb 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 265 4,667 0 17 Feb 2017
Frustratingly Short Attention Spans in Neural Language Modeling Michal Daniluk Tim Rocktaschel Johannes Welbl Sebastian Riedel 97 112 0 15 Feb 2017
Deep Generalized Canonical Correlation Analysis Adrian Benton Huda Khayrallah B. Gujral Dee Ann Reisinger Sheng Zhang R. Arora 126 132 0 08 Feb 2017
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions Emma Strubell Pat Verga David Belanger Andrew McCallum 99 396 0 07 Feb 2017
Face Aging With Conditional Generative Adversarial Networks G. Antipov M. Baccouche J. Dugelay GAN CVBM 92 492 0 07 Feb 2017
Structured Attention Networks Yoon Kim Carl Denton Luong Hoang Alexander M. Rush 110 463 0 03 Feb 2017