Adam: A Method for Stochastic Optimization

22 December 2014

Jimmy Ba

Papers citing "Adam: A Method for Stochastic Optimization"

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Title
End-to-End Instance Segmentation with Recurrent Attention Mengye Ren R. Zemel SSeg 30 61 0 30 May 2016
Deep Reinforcement Learning Radio Control and Signal Detection with KeRLym, a Gym RL Agent Tim O'Shea T. Clancy 24 19 0 30 May 2016
No bad local minima: Data independent training error guarantees for multilayer neural networks Daniel Soudry Y. Carmon 19 235 0 26 May 2016
Faster Eigenvector Computation via Shift-and-Invert Preconditioning Dan Garber Laurent Dinh Chi Jin Jascha Narain Sohl-Dickstein Samy Bengio Praneeth Netrapalli Aaron Sidford 97 78 0 26 May 2016
Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning William Lotter Gabriel Kreiman David D. Cox SSL 52 929 0 25 May 2016
Neural Universal Discrete Denoiser Taesup Moon Seonwoo Min Byunghan Lee Sungroh Yoon 6 20 0 25 May 2016
Learning Multiagent Communication with Backpropagation Sainbayar Sukhbaatar Arthur Szlam Rob Fergus 79 1,138 0 25 May 2016
Sequential Neural Models with Stochastic Layers Marco Fraccaro Søren Kaae Sønderby Ulrich Paquet Ole Winther BDL 65 393 0 24 May 2016
Unsupervised Learning for Physical Interaction through Video Prediction Chelsea Finn Ian Goodfellow Sergey Levine 28 1,039 0 23 May 2016
Genetic Architect: Discovering Genomic Structure with Learned Neural Architectures Laura Deming S. Targ Nate Sauder Diogo Almeida Chun Jimmie Ye GNN 35 14 0 23 May 2016
Path-Normalized Optimization of Recurrent Neural Networks with ReLU Activations Behnam Neyshabur Yuhuai Wu Ruslan Salakhutdinov Nathan Srebro AI4CE ODL 27 30 0 23 May 2016
Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets Aaron Klein Stefan Falkner Simon Bartels Philipp Hennig Frank Hutter AI4CE 35 546 0 23 May 2016
A Unifying Framework for Gaussian Process Pseudo-Point Approximations using Power Expectation Propagation T. Bui Josiah Yan Richard Turner 26 25 0 23 May 2016
Inductive Bias of Deep Convolutional Networks through Pooling Geometry Nadav Cohen Amnon Shashua 22 132 0 22 May 2016
Deep convolutional networks on the pitch spiral for musical instrument recognition Vincent Lostanlen Carmine-Emanuele Cella 25 74 0 21 May 2016
Programming with a Differentiable Forth Interpreter Matko Bosnjak Tim Rocktaschel Jason Naradowsky Sebastian Riedel 17 148 0 21 May 2016
Learning shape correspondence with anisotropic convolutional neural networks Davide Boscaini Jonathan Masci Emanuele Rodolà M. Bronstein 3DPC 38 505 0 20 May 2016
Ristretto: Hardware-Oriented Approximation of Convolutional Neural Networks Philipp Gysel 29 127 0 20 May 2016
Fast $ε$ -free Inference of Simulation Models with Bayesian Conditional Density Estimation George Papamakarios Iain Murray TPM 35 158 0 20 May 2016
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues Iulian Serban Alessandro Sordoni Ryan J. Lowe Laurent Charlin Joelle Pineau Aaron Courville Yoshua Bengio BDL 69 1,104 0 19 May 2016
Structured Prediction of 3D Human Pose with Deep Neural Networks Bugra Tekin Isinsu Katircioglu Mathieu Salzmann Vincent Lepetit Pascal Fua 3DH 41 272 0 17 May 2016
Joint Learning of Sentence Embeddings for Relevance and Entailment P. Baudis S. Stanko Jan Sedivý 18 11 0 16 May 2016
View Synthesis by Appearance Flow Tinghui Zhou Shubham Tulsiani Weilun Sun Jitendra Malik Alexei A. Efros 35 689 0 11 May 2016
Structured Receptive Fields in CNNs J. Jacobsen Jan van Gemert Zhongyu Lou A. Smeulders 16 107 0 10 May 2016
LightNet: A Versatile, Standalone Matlab-based Environment for Deep Learning Chengxi Ye Chen Zhao Yezhou Yang Cornelia Fermuller Yiannis Aloimonos 19 26 0 09 May 2016
Neural Autoregressive Distribution Estimation Benigno Uria Marc-Alexandre Côté Karol Gregor Iain Murray Hugo Larochelle 45 313 0 07 May 2016
deepMiRGene: Deep Neural Network based Precursor microRNA Prediction Seunghyun Park Seonwoo Min Hyun-Soo Choi Sungroh Yoon 21 49 0 29 Apr 2016
Protein Secondary Structure Prediction Using Cascaded Convolutional and Recurrent Neural Networks Zerui Li Yizhou Yu 27 118 0 25 Apr 2016
Neural Random Forests Gérard Biau Erwan Scornet Johannes Welbl UQCV BDL 17 113 0 25 Apr 2016
Deep Learning for Reward Design to Improve Monte Carlo Tree Search in ATARI Games Xiaoxiao Guo Satinder Singh Richard L. Lewis Honglak Lee 24 55 0 24 Apr 2016
Unsupervised Representation Learning of Structured Radio Communication Signals Tim O'Shea Johnathan Corgan T. Clancy AI4TS SSL 13 88 0 24 Apr 2016
Entity Embeddings of Categorical Variables Cheng Guo Felix Berkhahn 41 399 0 22 Apr 2016
Right whale recognition using convolutional neural networks Andrei Polzounov Ilmira Terpugova Deividas Skiparis A. Mihai 26 12 0 19 Apr 2016
An Attentive Neural Architecture for Fine-grained Entity Type Classification Sonse Shimaoka Pontus Stenetorp Kentaro Inui Sebastian Riedel 16 84 0 19 Apr 2016
Learning Dense Correspondence via 3D-guided Cycle Consistency Tinghui Zhou Philipp Krahenbuhl Mathieu Aubry Qi-Xing Huang Alexei A. Efros 28 384 0 18 Apr 2016
Text-based LSTM networks for Automatic Music Composition Keunwoo Choi Gyorgy Fazekas Mark Sandler MGen 19 98 0 18 Apr 2016
Annotation Order Matters: Recurrent Image Annotator for Arbitrary Length Image Tagging Jiren Jin Hideki Nakayama 3DV VLM 30 69 0 18 Apr 2016
Gaussian Copula Variational Autoencoders for Mixed Data Suwon Suh Seungjin Choi DRL 17 14 0 18 Apr 2016
Learning Temporal Regularity in Video Sequences Mahmudul Hasan Jonghyun Choi J. Neumann Amit K. Roy-Chowdhury L. Davis 50 1,090 0 15 Apr 2016
Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks Chuan Li Michael Wand GAN 42 1,431 0 15 Apr 2016
Recurrent Attentional Networks for Saliency Detection Jason Kuen Zhenhua Wang G. Wang 29 238 0 12 Apr 2016
Deep Gate Recurrent Neural Network Yuan Gao D. Głowacka 19 61 0 11 Apr 2016
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction Chris Choy Danfei Xu JunYoung Gwak Kevin Chen Silvio Savarese 3DV 29 1,706 0 02 Apr 2016
Neural Language Correction with Character-Based Attention Ziang Xie Anand Avati N. Arivazhagan Dan Jurafsky A. Ng 36 142 0 31 Mar 2016
LIFT: Learned Invariant Feature Transform K. M. Yi Eduard Trulls Vincent Lepetit Pascal Fua 45 1,196 0 30 Mar 2016
Image Restoration Using Very Deep Convolutional Encoder-Decoder Networks with Symmetric Skip Connections Xiao-Jiao Mao Chunhua Shen Yubin Yang SupR 21 85 0 30 Mar 2016
Recurrent Batch Normalization Tim Cooijmans Nicolas Ballas César Laurent Çağlar Gülçehre Aaron Courville ODL 19 410 0 30 Mar 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 75 10,176 0 27 Mar 2016
Pointing the Unknown Words Çağlar Gülçehre Sungjin Ahn Ramesh Nallapati Bowen Zhou Yoshua Bengio 19 524 0 26 Mar 2016
Resnet in Resnet: Generalizing Residual Architectures S. Targ Diogo Almeida Kevin Lyman SSeg 34 807 0 25 Mar 2016