Adam: A Method for Stochastic Optimization

22 December 2014

Jimmy Ba

Papers citing "Adam: A Method for Stochastic Optimization"

50 / 25,443 papers shown

Title
Learning Latent Local Conversation Modes for Predicting Community Endorsement in Online Discussions Hao Fang Hao Cheng Mari Ostendorf 41 15 0 16 Aug 2016
Towards Evaluating the Robustness of Neural Networks Nicholas Carlini D. Wagner OOD AAML 77 8,465 0 16 Aug 2016
Generative and Discriminative Voxel Modeling with Convolutional Neural Networks Andrew Brock Theodore Lim J. Ritchie Nick Weston 26 577 0 15 Aug 2016
Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks Yossi Adi Einat Kermany Yonatan Belinkov Ofer Lavi Yoav Goldberg 31 541 0 15 Aug 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 62 7,965 0 13 Aug 2016
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Peng Sun W. Zuo Yunjin Chen Deyu Meng Lei Zhang SupR 77 6,931 0 13 Aug 2016
Deep Motif Dashboard: Visualizing and Understanding Genomic Sequences Using Deep Neural Networks Jack Lanchantin Ritambhara Singh Beilun Wang Yanjun Qi 21 126 0 12 Aug 2016
WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia D. Hewlett Alexandre Lacoste Llion Jones Illia Polosukhin Andrew Fandrianto Jay Han Matthew Kelcey David Berthelot RALM 39 138 0 11 Aug 2016
Hierarchical Character-Word Models for Language Identification Aaron Jaech George Mulcaire Shobhit Hathi Mari Ostendorf Noah A. Smith 33 43 0 10 Aug 2016
Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders Antonio Valerio Miceli Barone 16 120 0 09 Aug 2016
Facial Expression Recognition Using a Hybrid CNN-SIFT Aggregator M. Al-Shabi W. Cheah M. G. K. Ong CVBM 27 124 0 09 Aug 2016
Mean Box Pooling: A Rich Image Representation and Output Embedding for the Visual Madlibs Task Ashkan Mokarian Mateusz Malinowski Mario Fritz 27 5 0 09 Aug 2016
Learning a Driving Simulator Eder Santana George Hotz GAN 28 226 0 03 Aug 2016
RETURNN: The RWTH Extensible Training framework for Universal Recurrent Neural Networks P. Doetsch Albert Zeyer P. Voigtlaender Ilya Kulikov Ralf Schluter Hermann Ney 26 74 0 02 Aug 2016
Exponential Family Embeddings Maja R. Rudolph Francisco J. R. Ruiz Stephan Mandt David M. Blei 30 107 0 02 Aug 2016
Early Methods for Detecting Adversarial Images Dan Hendrycks Kevin Gimpel AAML 32 235 0 01 Aug 2016
DOOMED: Direct Online Optimization of Modeling Errors in Dynamics Nathan D. Ratliff Franziska Meier Daniel Kappler S. Schaal 27 17 0 01 Aug 2016
25 years of CNNs: Can we compare to human abstraction capabilities? Sebastian Stabinger A. Rodríguez-Sánchez J. Piater 19 56 0 28 Jul 2016
Semantic Image Inpainting with Deep Generative Models Raymond A. Yeh Chen Chen Teck-Yian Lim Alex Schwing M. Hasegawa-Johnson Minh Do GAN VLM 48 1,169 0 26 Jul 2016
Tweet2Vec: Learning Tweet Embeddings Using Character-level CNN-LSTM Encoder-Decoder Soroush Vosoughi Prashanth Vijayaraghavan D. Roy SSL 32 180 0 26 Jul 2016
DeepWarp: Photorealistic Image Resynthesis for Gaze Manipulation Yaroslav Ganin Daniil Kononenko Diana Sungatullina Victor Lempitsky CVBM 30 122 0 25 Jul 2016
An Actor-Critic Algorithm for Sequence Prediction Dzmitry Bahdanau Philemon Brakel Kelvin Xu Anirudh Goyal Ryan J. Lowe Joelle Pineau Aaron Courville Yoshua Bengio 57 636 0 24 Jul 2016
Impact of Physical Activity on Sleep:A Deep Learning Based Exploration Aarti Sathyanarayana Chenyu You L. Fernández-Luque Ferda Ofli Jaideep Srivastava A. Elmagarmid S. Taheri T. Arora 24 200 0 24 Jul 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 67 10,342 0 21 Jul 2016
Compositional Sequence Labeling Models for Error Detection in Learner Writing Marek Rei H. Yannakoudakis 35 109 0 20 Jul 2016
Onsager-corrected deep learning for sparse linear inverse problems M. Borgerding Philip Schniter 29 92 0 20 Jul 2016
End-to-end optimization of nonlinear transform codes for perceptual quality Johannes Ballé Valero Laparra Eero P. Simoncelli 72 244 0 18 Jul 2016
An Empirical Evaluation of various Deep Learning Architectures for Bi-Sequence Classification Tasks Anirban Laha V. Raykar SSeg 17 16 0 17 Jul 2016
Neural Tree Indexers for Text Understanding Tsendsuren Munkhdalai Hong-ye Yu 29 104 0 15 Jul 2016
Attention-over-Attention Neural Networks for Reading Comprehension Yiming Cui Z. Chen Si Wei Shijin Wang Ting Liu Guoping Hu AIMat 27 437 0 15 Jul 2016
Application of Convolutional Neural Network for Image Classification on Pascal VOC Challenge 2012 dataset Suyash Shetty 166 33 0 13 Jul 2016
Accelerating Eulerian Fluid Simulation With Convolutional Networks Jonathan Tompson Kristofer Schlachter Pablo Sprechmann Ken Perlin 58 530 0 13 Jul 2016
Separating Answers from Queries for Neural Reading Comprehension Dirk Weissenborn GNN 30 21 0 12 Jul 2016
Classifying Variable-Length Audio Files with All-Convolutional Networks and Masked Global Pooling L. Hertel Huy P Phan Alfred Mertins 24 19 0 11 Jul 2016
Charagram: Embedding Words and Sentences via Character n-grams John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu NAI GNN 24 193 0 10 Jul 2016
Actionable and Political Text Classification using Word Embeddings and LSTM Adithya Rao Nemanja Spasojevic 30 64 0 08 Jul 2016
Consensus Attention-based Neural Networks for Chinese Reading Comprehension Yiming Cui Ting Liu Z. Chen Shijin Wang Guoping Hu 24 87 0 08 Jul 2016
Applying Deep Learning to the Newsvendor Problem Afshin Oroojlooyjadid L. Snyder Martin Takáč OOD 28 128 0 07 Jul 2016
AdaNet: Adaptive Structural Learning of Artificial Neural Networks Corinna Cortes X. Gonzalvo Vitaly Kuznetsov M. Mohri Scott Yang 29 283 0 05 Jul 2016
Unsupervised Learning of 3D Structure from Images Danilo Jimenez Rezende S. M. Ali Eslami S. Mohamed Peter W. Battaglia Max Jaderberg N. Heess 3DV SSL DRL 17 395 0 03 Jul 2016
Context-Dependent Word Representation for Neural Machine Translation Heeyoul Choi Kyunghyun Cho Yoshua Bengio 23 89 0 03 Jul 2016
Group Sparse Regularization for Deep Neural Networks Simone Scardapane Danilo Comminiello Amir Hussain A. Uncini 27 462 0 02 Jul 2016
Domain Adaptation for Neural Networks by Parameter Augmentation Yusuke Watanabe Kazuma Hashimoto Yoshimasa Tsuruoka OOD 24 6 0 01 Jul 2016
LSTM-based Encoder-Decoder for Multi-sensor Anomaly Detection Pankaj Malhotra Anusha Ramakrishnan G. Anand L. Vig Puneet Agarwal Gautam M. Shroff AI4TS 54 945 0 01 Jul 2016
Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes Çağlar Gülçehre A. Chandar Kyunghyun Cho Yoshua Bengio 20 64 0 30 Jun 2016
Steering a Predator Robot using a Mixed Frame/Event-Driven Convolutional Neural Network Diederik Paul Moeys Federico Corradi E. Kerr P. Vance Gautham P. Das Daniel Neil D. Kerr T. Delbruck 32 116 0 30 Jun 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 117 7,593 0 30 Jun 2016
Image Restoration Using Convolutional Auto-encoders with Symmetric Skip Connections Xiao-Jiao Mao Chunhua Shen Yubin Yang SupR 35 396 0 29 Jun 2016
Automatic Variational ABC Alexander Moreno T. Adel Edward Meeds James M. Rehg Max Welling 22 12 0 28 Jun 2016
Gaussian Error Linear Units (GELUs) Dan Hendrycks Kevin Gimpel 102 4,890 0 27 Jun 2016