Adam: A Method for Stochastic Optimization

22 December 2014

Jimmy Ba

Papers citing "Adam: A Method for Stochastic Optimization"

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Title
Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks Konstantinos Bousmalis N. Silberman David Dohan D. Erhan Dilip Krishnan OOD GAN 104 1,530 0 16 Dec 2016
Learning Residual Images for Face Attribute Manipulation Wei Shen Rujie Liu CVBM GAN 23 252 0 16 Dec 2016
On the Potential of Simple Framewise Approaches to Piano Transcription Rainer Kelz Matthias Dorfer Filip Korzeniowski Sebastian Böck A. Arzt Gerhard Widmer 38 124 0 15 Dec 2016
Coupling Adaptive Batch Sizes with Learning Rates Lukas Balles Javier Romero Philipp Hennig ODL 21 110 0 15 Dec 2016
A Fully Convolutional Deep Auditory Model for Musical Chord Recognition Filip Korzeniowski Gerhard Widmer 24 81 0 15 Dec 2016
Feature Learning for Chord Recognition: The Deep Chroma Extractor Filip Korzeniowski Gerhard Widmer 25 81 0 15 Dec 2016
The More You Know: Using Knowledge Graphs for Image Classification Kenneth Marino Ruslan Salakhutdinov Abhinav Gupta GNN OCL 41 345 0 14 Dec 2016
Harmonic Networks: Deep Translation and Rotation Equivariance Daniel E. Worrall Stephan J. Garbin Daniyar Turmukhambetov Gabriel J. Brostow 80 700 0 14 Dec 2016
Disentangling Space and Time in Video with Hierarchical Variational Auto-encoders Will Grathwohl Aaron Wilson DRL 32 21 0 14 Dec 2016
Fast Patch-based Style Transfer of Arbitrary Style T. Chen Mark Schmidt 38 378 0 13 Dec 2016
Multi-Perspective Context Matching for Machine Comprehension Zhiguo Wang Haitao Mi Wael Hamza Radu Florian RALM 28 159 0 13 Dec 2016
An empirical analysis of the optimization of deep network loss surfaces Daniel Jiwoong Im Michael Tao K. Branson ODL 35 62 0 13 Dec 2016
Generalized Deep Image to Image Regression Venkataraman Santhanam Vlad I. Morariu L. Davis 3DV 29 71 0 10 Dec 2016
ActionFlowNet: Learning Motion Representation for Action Recognition Joe Yue-Hei Ng Jonghyun Choi J. Neumann L. Davis 36 117 0 09 Dec 2016
Predicting Ground-Level Scene Layout from Aerial Imagery Menghua Zhai Zachary Bessinger Scott Workman Nathan Jacobs 43 223 0 08 Dec 2016
Entity Identification as Multitasking K. Stratos 32 4 0 08 Dec 2016
Towards better decoding and language model integration in sequence to sequence models J. Chorowski Navdeep Jaitly 17 368 0 08 Dec 2016
Multi-source Transfer Learning with Convolutional Neural Networks for Lung Pattern Analysis Stergios Christodoulidis M. Anthimopoulos L. Ebner Andreas Christe Stavroula Mougiakakou 16 133 0 08 Dec 2016
AGA: Attribute Guided Augmentation Mandar Dixit Roland Kwitt Marc Niethammer Nuno Vasconcelos GAN 37 100 0 08 Dec 2016
Model-based Adversarial Imitation Learning Nir Baram Oron Anschel Shie Mannor GAN 22 42 0 07 Dec 2016
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring Seungjun Nah Tae Hyun Kim Kyoung Mu Lee 90 1,951 0 07 Dec 2016
Predictive Business Process Monitoring with LSTM Neural Networks Niek Tax I. Verenich M. Rosa Marlon Dumas 22 443 0 07 Dec 2016
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events Evan Racah Christopher Beckham Tegan Maharaj Samira Ebrahimi Kahou P. Prabhat C. Pal 27 18 0 07 Dec 2016
Condensed Memory Networks for Clinical Diagnostic Inferencing Aaditya (Adi) Prakash Siyuan Zhao Sadid A. Hasan Vivek Datla Kathy Lee Ashequl Qadir Joey Liu Oladimeji Farri 22 102 0 06 Dec 2016
Listen and Translate: A Proof of Concept for End-to-End Speech-to-Text Translation Alexandre Berard Olivier Pietquin Christophe Servan Laurent Besacier 43 314 0 06 Dec 2016
Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-based Chatbots Yu-Huan Wu Wei Wu Chen Xing Ming Zhou Zhoujun Li 38 493 0 06 Dec 2016
Towards the Limit of Network Quantization Yoojin Choi Mostafa El-Khamy Jungwon Lee MQ 22 191 0 05 Dec 2016
On-Demand Learning for Deep Image Restoration Ruohan Gao Kristen Grauman 35 78 0 05 Dec 2016
Cryptocurrency Portfolio Management with Deep Reinforcement Learning Zhengyao Jiang Jinjun Liang AIFin 26 206 0 05 Dec 2016
Known Unknowns: Uncertainty Quality in Bayesian Neural Networks Ramon Oliveira Pedro Tabacof Eduardo Valle BDL UQCV 20 7 0 05 Dec 2016
Who is Mistaken? Benjamin Eysenbach Carl Vondrick Antonio Torralba 35 15 0 04 Dec 2016
Learning to superoptimize programs - Workshop Version Rudy Bunel Alban Desmaison M. P. Kumar Philip Torr Pushmeet Kohli 27 10 0 04 Dec 2016
Trained Ternary Quantization Chenzhuo Zhu Song Han Huizi Mao W. Dally MQ 86 1,035 0 04 Dec 2016
Areas of Attention for Image Captioning M. Pedersoli Thomas Lucas Cordelia Schmid Jakob Verbeek 33 205 0 03 Dec 2016
Short-term traffic flow forecasting with spatial-temporal correlation in a hybrid deep learning framework Yuankai Wu Huachun Tan AI4TS 34 249 0 03 Dec 2016
End-to-end learning of brain tissue segmentation from imperfect labeling A. Fedorov Jeremy Johnson Eswar Damaraju Alexei Ozerin Vince D. Calhoun Sergey Plis MedIm 19 47 0 03 Dec 2016
End-to-End Joint Learning of Natural Language Understanding and Dialogue Manager Xuesong Yang Yun-Nung Chen Dilek Z. Hakkani-Tür Paul A. Crook Xiujun Li Jianfeng Gao Li Deng 32 79 0 03 Dec 2016
Self-critical Sequence Training for Image Captioning Steven J. Rennie E. Marcheret Youssef Mroueh Jerret Ross Vaibhava Goel 34 1,880 0 02 Dec 2016
Breast Mass Classification from Mammograms using Deep Convolutional Neural Networks Daniel Levy Arzav Jain MedIm 23 206 0 02 Dec 2016
Learning Shape Abstractions by Assembling Volumetric Primitives Shubham Tulsiani Hao Su Leonidas J. Guibas Alexei A. Efros Jitendra Malik 39 358 0 01 Dec 2016
Definition Modeling: Learning to define word embeddings in natural language Thanapon Noraset Chen Liang Larry Birnbaum Doug Downey 25 124 0 01 Dec 2016
Anomaly Detection in Video Using Predictive Convolutional Long Short-Term Memory Networks J. Medel Andreas E. Savakis DRL AI4TS 30 238 0 01 Dec 2016
Improved Image Captioning via Policy Gradient optimization of SPIDEr Siqi Liu Zhenhai Zhu Ning Ye S. Guadarrama Kevin Patrick Murphy 42 442 0 01 Dec 2016
Learning to Generate Images of Outdoor Scenes from Attributes and Semantic Layouts Levent Karacan Zeynep Akata Aykut Erdem Erkut Erdem GAN 36 186 0 01 Dec 2016
Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections Zakaria Mhammedi Andrew D. Hellicar Ashfaqur Rahman James Bailey 37 129 0 01 Dec 2016
BASS Net: Band-Adaptive Spectral-Spatial Feature Learning Neural Network for Hyperspectral Image Classification Anirban Santara Kaustubh Mani Pranoot Hatwar Ankit Singh Ankur Garg K. Padia Pabitra Mitra 43 135 0 01 Dec 2016
Sync-DRAW: Automatic Video Generation using Deep Recurrent Attentive Architectures Gaurav Mittal Tanya Marwah V. Balasubramanian VGen DiffM 41 67 0 30 Nov 2016
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 71 1,461 0 29 Nov 2016
Capacity and Trainability in Recurrent Neural Networks Jasmine Collins Jascha Narain Sohl-Dickstein David Sussillo 35 203 0 29 Nov 2016
Improving Variational Auto-Encoders using Householder Flow Jakub M. Tomczak Max Welling BDL DRL 37 173 0 29 Nov 2016