v1v2v3v4v5v6v7v8v9 (latest)

Adam: A Method for Stochastic Optimization

22 December 2014

Diederik P. Kingma

Jimmy Ba

ODL

ArXiv (abs)PDF HTML

Papers citing "Adam: A Method for Stochastic Optimization"

50 / 37,040 papers shown

Title
Censoring Representations with an Adversary Harrison Edwards Amos Storkey AAML FaML 115 506 0 18 Nov 2015
Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction Hyeonwoo Noh Paul Hongsuck Seo Bohyung Han OOD 78 327 0 18 Nov 2015
Super-Resolution with Deep Convolutional Sufficient Statistics Joan Bruna Pablo Sprechmann Yann LeCun SupR 83 326 0 18 Nov 2015
Predicting distributions with Linearizing Belief Networks Yann N. Dauphin David Grangier 67 18 0 17 Nov 2015
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 365 3,293 0 17 Nov 2015
Classifying and Segmenting Microscopy Images Using Convolutional Multiple Instance Learning Oren Z. Kraus Lei Jimmy Ba B. Frey 212 392 0 17 Nov 2015
Jet-Images -- Deep Learning Edition Luke de Oliveira Michael Kagan Lester W. Mackey Benjamin Nachman A. Schwartzman PINN 74 311 0 16 Nov 2015
Deep Kalman Filters Rahul G. Krishnan Uri Shalit David Sontag BDL AI4TS 96 374 0 16 Nov 2015
Neural Programmer: Inducing Latent Programs with Gradient Descent Arvind Neelakantan Quoc V. Le Ilya Sutskever ODL 129 262 0 16 Nov 2015
Learning to Represent Words in Context with Multilingual Supervision Kazuya Kawakami Chris Dyer 84 16 0 14 Nov 2015
Learning to Assign Orientations to Feature Points K. M. Yi Yannick Verdié Pascal Fua Vincent Lepetit 79 124 0 13 Nov 2015
Deep Reinforcement Learning in Parameterized Action Space Matthew J. Hausknecht Peter Stone 78 308 0 13 Nov 2015
Action Recognition using Visual Attention Shikhar Sharma Ryan Kiros Ruslan Salakhutdinov 102 666 0 12 Nov 2015
Facial Landmark Detection with Tweaked Convolutional Neural Networks Yue Wu Tal Hassner Kanggeon Kim Gérard Medioni Premkumar Natarajan CVBM 80 176 0 12 Nov 2015
Grounding of Textual Phrases in Images by Reconstruction Anna Rohrbach Marcus Rohrbach Ronghang Hu Trevor Darrell Bernt Schiele 88 497 0 12 Nov 2015
Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning Pingbo Pan Zhongwen Xu Yi Yang Leilei Gan Yueting Zhuang 59 385 0 11 Nov 2015
Visual7W: Grounded Question Answering in Images Yuke Zhu Oliver Groth Michael S. Bernstein Li Fei-Fei 155 890 0 11 Nov 2015
Training Deep Gaussian Processes using Stochastic Expectation Propagation and Probabilistic Backpropagation T. Bui José Miguel Hernández-Lobato Yingzhen Li Daniel Hernández-Lobato Richard Turner BDL GP 69 8 0 11 Nov 2015
Black-box $α$ -divergence Minimization José Miguel Hernández-Lobato Yingzhen Li Mark Rowland Daniel Hernández-Lobato T. Bui Richard Turner 136 139 0 10 Nov 2015
Symmetries and control in generative neural nets Galin Georgiev AI4CE GAN 37 2 0 09 Nov 2015
adaQN: An Adaptive Quasi-Newton Algorithm for Training RNNs N. Keskar A. Berahas ODL 86 35 0 04 Nov 2015
The Variational Fair Autoencoder Christos Louizos Kevin Swersky Yujia Li Max Welling R. Zemel DRL 233 636 0 03 Nov 2015
BinaryConnect: Training Deep Neural Networks with binary weights during propagations Matthieu Courbariaux Yoshua Bengio J. David MQ 268 3,004 0 02 Nov 2015
Faster Stochastic Variational Inference using Proximal-Gradient Methods with General Divergence Functions Mohammad Emtiyaz Khan Reza Babanezhad Wu Lin Mark Schmidt Masashi Sugiyama 102 51 0 31 Oct 2015
Accurate Vision-based Vehicle Localization using Satellite Imagery Hang Chu Hongyuan Mei Joey Tianyi Zhou Matthew R. Walter 50 13 0 30 Oct 2015
Multilingual Image Description with Neural Sequence Models Desmond Elliott Stella Frank Eva Hasler VLM 145 76 0 15 Oct 2015
Improved Deep Learning Baselines for Ubuntu Corpus Dialogs Rudolf Kadlec Martin Schmid Jan Kleindienst 88 114 0 13 Oct 2015
Hybrid Dialog State Tracker Miroslav Vodolán Rudolf Kadlec Jan Kleindienst BDL 73 9 0 13 Oct 2015
Learning Data-driven Reflectance Priors for Intrinsic Image Decomposition Tinghui Zhou Philipp Krahenbuhl Alexei A. Efros 151 163 0 08 Oct 2015
Data-Efficient Learning of Feedback Policies from Image Pixels using Deep Dynamical Models Yannis Assael Niklas Wahlström Thomas B. Schon M. Deisenroth 84 38 0 08 Oct 2015
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 116 1,137 0 02 Oct 2015
A Generative Model of Words and Relationships from Multiple Sources Stephanie L. Hyland Theofanis Karaletsos Gunnar Rätsch 26 5 0 01 Oct 2015
Convolutional Networks on Graphs for Learning Molecular Fingerprints David Duvenaud D. Maclaurin J. Aguilera-Iparraguirre Rafael Gómez-Bombarelli Timothy D. Hirzel Alán Aspuru-Guzik Ryan P. Adams GNN 256 3,357 0 30 Sep 2015
Learning Wake-Sleep Recurrent Attention Models Jimmy Ba Roger C. Grosse Ruslan Salakhutdinov B. Frey BDL 97 65 0 22 Sep 2015
Learning Deep Control Policies for Autonomous Aerial Vehicles with MPC-Guided Policy Search Tianhao Zhang G. Kahn Sergey Levine Pieter Abbeel 98 428 0 22 Sep 2015
Reasoning about Entailment with Neural Attention Tim Rocktaschel Edward Grefenstette Karl Moritz Hermann Tomás Kociský Phil Blunsom NAI 95 763 0 22 Sep 2015
A deep matrix factorization method for learning attribute representations George Trigeorgis Konstantinos Bousmalis Stefanos Zafeiriou Bjoern W. Schuller 72 296 0 10 Sep 2015
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 397 13,315 0 09 Sep 2015
What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine Alignment Hongyuan Mei Joey Tianyi Zhou Matthew R. Walter 101 289 0 02 Sep 2015
Importance Weighted Autoencoders Yuri Burda Roger C. Grosse Ruslan Salakhutdinov BDL 300 1,247 0 01 Sep 2015
Deep Neural Network Based Malware Detection Using Two Dimensional Binary Program Features Joshua Saxe Konstantin Berlin 73 623 0 13 Aug 2015
A Linearly-Convergent Stochastic L-BFGS Algorithm Philipp Moritz Robert Nishihara Michael I. Jordan ODL 90 235 0 09 Aug 2015
Compression of Fully-Connected Layer in Neural Network by Kronecker Product Shuchang Zhou Jia-Nan Wu 87 26 0 21 Jul 2015
Fast Adaptive Weight Noise Justin Bayer Maximilian Karl Daniela Korhammer Patrick van der Smagt BDL OOD ODL 63 3 0 19 Jul 2015
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models Iulian Serban Alessandro Sordoni Yoshua Bengio Aaron Courville Joelle Pineau AILaw 187 1,760 0 17 Jul 2015
Incremental LSTM-based Dialog State Tracker Lukás Zilka Filip Jurcícek BDL 84 70 0 13 Jul 2015
Semi-Supervised Learning with Ladder Networks Antti Rasmus Harri Valpola Mikko Honkala Mathias Berglund T. Raiko SSL 113 1,373 0 09 Jul 2015
Grid Long Short-Term Memory Nal Kalchbrenner Ivo Danihelka Alex Graves AI4TS 119 363 0 06 Jul 2015
Distributional Smoothing with Virtual Adversarial Training Takeru Miyato S. Maeda Masanori Koyama Ken Nakae S. Ishii 123 458 0 02 Jul 2015
The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems Ryan J. Lowe Nissan Pow Iulian Serban Joelle Pineau 96 950 0 30 Jun 2015