Adam: A Method for Stochastic Optimization

22 December 2014

Jimmy Ba

Papers citing "Adam: A Method for Stochastic Optimization"

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Title
Multi-Output Artificial Neural Network for Storm Surge Prediction in North Carolina A. Bezuglov B. Blanton Reinaldo Santiago 11 11 0 23 Sep 2016
Using Neural Network Formalism to Solve Multiple-Instance Problems Tomás Pevný P. Somol 24 27 0 23 Sep 2016
Input Convex Neural Networks Brandon Amos Lei Xu J. Zico Kolter 187 603 0 22 Sep 2016
Neural Photo Editing with Introspective Adversarial Networks Andrew Brock Theodore Lim J. Ritchie Nick Weston GAN 27 457 0 22 Sep 2016
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations Itay Hubara Matthieu Courbariaux Daniel Soudry Ran El-Yaniv Yoshua Bengio MQ 54 1,846 0 22 Sep 2016
Semantic Tagging with Deep Residual Networks Johannes Bjerva Barbara Plank Johan Bos VLM SSeg 25 78 0 22 Sep 2016
Regularized Dynamic Boltzmann Machine with Delay Pruning for Unsupervised Learning of Temporal Sequences Sakyasingha Dasgupta Takayuki Yoshizumi Takayuki Osogami AI4CE 47 7 0 22 Sep 2016
Production-Level Facial Performance Capture Using Deep Convolutional Neural Networks S. Laine Tero Karras Timo Aila Antti Herva Shunsuke Saito Ronald Yu Hao Li J. Lehtinen CVBM 3DH 35 101 0 21 Sep 2016
Geometry-Based Next Frame Prediction from Monocular Video R. Mahjourian Martin Wicke A. Angelova MDE 19 41 0 20 Sep 2016
Enhanced LSTM for Natural Language Inference Qian Chen Xiao-Dan Zhu Zhenhua Ling Si Wei Hui Jiang Diana Inkpen LRM ReLM 41 1,127 0 20 Sep 2016
Enabling Dark Energy Science with Deep Generative Models of Galaxy Images Siamak Ravanbakhsh F. Lanusse Rachel Mandelbaum J. Schneider Barnabás Póczós 36 65 0 19 Sep 2016
Label-Free Supervision of Neural Networks with Physics and Domain Knowledge Russell Stewart Stefano Ermon 37 344 0 18 Sep 2016
SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient Lantao Yu Weinan Zhang Jun Wang Yong Yu GAN 20 2,389 0 18 Sep 2016
ReasoNet: Learning to Stop Reading in Machine Comprehension Yelong Shen Po-Sen Huang Jianfeng Gao Weizhu Chen LRM 25 306 0 17 Sep 2016
Deep Impression: Audiovisual Deep Residual Networks for Multimodal Apparent Personality Trait Recognition Yağmur Güçlütürk Umut Güçlü Marcel van Gerven R. Lier CVBM 26 97 0 16 Sep 2016
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 90 10,608 0 15 Sep 2016
An overview of gradient descent optimization algorithms Sebastian Ruder ODL 61 6,145 0 15 Sep 2016
Structured Dropout for Weak Label and Multi-Instance Learning and Its Application to Score-Informed Source Separation Sebastian Ewert Mark Sandler 27 23 0 15 Sep 2016
3D Face Reconstruction by Learning from Synthetic Data Elad Richardson Matan Sela Ron Kimmel 3DH 3DV 27 308 0 14 Sep 2016
Convolutional Recurrent Neural Networks for Music Classification Keunwoo Choi Gyorgy Fazekas Mark Sandler Kyunghyun Cho 27 476 0 14 Sep 2016
Multimodal Attention for Neural Machine Translation Ozan Caglayan Loïc Barrault Fethi Bougares 34 75 0 13 Sep 2016
3D Simulation for Robot Arm Control with Deep Q-Learning Stephen James Edward Johns 24 108 0 13 Sep 2016
Unsupervised Monocular Depth Estimation with Left-Right Consistency Clément Godard Oisin Mac Aodha Gabriel J. Brostow MDE 72 2,870 0 13 Sep 2016
Sensor-based Gait Parameter Extraction with Deep Convolutional Neural Networks J. Hannink T. Kautz C. Pasluosta Karl-Gunter Gasmann J. Klucken Björn Eskofier 35 159 0 12 Sep 2016
Energy-based Generative Adversarial Network Jun Zhao Michaël Mathieu Yann LeCun GAN 91 1,109 0 11 Sep 2016
Learning-Based View Synthesis for Light Field Cameras N. Kalantari Tingxian Wang R. Ramamoorthi 3DV 15 680 0 09 Sep 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 33 28,649 0 09 Sep 2016
Generating Videos with Scene Dynamics Carl Vondrick Hamed Pirsiavash Antonio Torralba GAN VGen 103 1,462 0 08 Sep 2016
End-to-End Eye Movement Detection Using Convolutional Neural Networks Sabrina Hoppe Andreas Bulling 11 52 0 08 Sep 2016
Discrete Variational Autoencoders J. Rolfe BDL DRL 35 255 0 07 Sep 2016
Ask the GRU: Multi-Task Learning for Deep Text Recommendations Trapit Bansal David Belanger Andrew McCallum 27 313 0 07 Sep 2016
Hierarchical Multiscale Recurrent Neural Networks Junyoung Chung Sungjin Ahn Yoshua Bengio BDL 40 534 0 06 Sep 2016
Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling Bing-Quan Liu Ian Lane 38 675 0 06 Sep 2016
Predictive Entropy Search for Multi-objective Bayesian Optimization with Constraints Daniel Hernández-Lobato Daniel Hernández-Lobato 20 113 0 05 Sep 2016
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation Jianxu Chen Ling Yang Yizhe Zhang M. Alber Danny Chen 40 309 0 05 Sep 2016
SEBOOST - Boosting Stochastic Learning Using Subspace Optimization Techniques Elad Richardson Rom Herskovitz Boris Ginsburg M. Zibulevsky 36 11 0 02 Sep 2016
Training Deep Spiking Neural Networks using Backpropagation Junhaeng Lee T. Delbruck Michael Pfeiffer 21 936 0 31 Aug 2016
Machine Comprehension Using Match-LSTM and Answer Pointer Shuohang Wang Jing Jiang 17 594 0 29 Aug 2016
Learning Temporal Transformations From Time-Lapse Videos Yipin Zhou Tamara L. Berg 30 148 0 27 Aug 2016
Collaborative Filtering with Recurrent Neural Networks Robin Devooght H. Bersini 29 88 0 26 Aug 2016
Learning Latent Vector Spaces for Product Search Christophe Van Gysel Maarten de Rijke Evangelos Kanoulas 24 137 0 25 Aug 2016
Sympathy for the Details: Dense Trajectories and Hybrid Classification Architectures for Action Recognition César Roberto de Souza Adrien Gaidon E. Vig A. Peña 27 44 0 25 Aug 2016
A Context-aware Natural Language Generator for Dialogue Systems Ondrej Dusek Filip Jurcícek 24 77 0 25 Aug 2016
Title Generation for User Generated Videos Kuo-Hao Zeng Tseng-Hung Chen Juan Carlos Niebles Min Sun 35 69 0 25 Aug 2016
Learning to Communicate: Channel Auto-encoders, Domain Specific Regularizers, and Attention Tim O'Shea Kiran Karra T. Clancy AI4CE 15 221 0 23 Aug 2016
Decoupled Neural Interfaces using Synthetic Gradients Max Jaderberg Wojciech M. Czarnecki Simon Osindero Oriol Vinyals Alex Graves David Silver Koray Kavukcuoglu 47 354 0 18 Aug 2016
Seeing with Humans: Gaze-Assisted Neural Image Captioning Yusuke Sugano Andreas Bulling 24 68 0 18 Aug 2016
Full Resolution Image Compression with Recurrent Neural Networks G. Toderici Damien Vincent Nick Johnston S. Hwang David C. Minnen Joel Shor Michele Covell GAN 28 824 0 18 Aug 2016
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems Zachary Chase Lipton Xiujun Li Jianfeng Gao Lihong Li Faisal Ahmed Li Deng 40 6 0 17 Aug 2016
Towards Music Captioning: Generating Music Playlist Descriptions Keunwoo Choi Gyorgy Fazekas Brian McFee Kyunghyun Cho Mark Sandler 36 13 0 17 Aug 2016