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Adam: A Method for Stochastic Optimization

22 December 2014

Diederik P. Kingma

Jimmy Ba

ODL

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Papers citing "Adam: A Method for Stochastic Optimization"

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Title
An Attentive Neural Architecture for Fine-grained Entity Type Classification Sonse Shimaoka Pontus Stenetorp Kentaro Inui Sebastian Riedel 62 85 0 19 Apr 2016
Learning Dense Correspondence via 3D-guided Cycle Consistency Tinghui Zhou Philipp Krahenbuhl Mathieu Aubry Qi-Xing Huang Alexei A. Efros 145 390 0 18 Apr 2016
Text-based LSTM networks for Automatic Music Composition Keunwoo Choi Gyorgy Fazekas Mark Sandler MGen 78 98 0 18 Apr 2016
Annotation Order Matters: Recurrent Image Annotator for Arbitrary Length Image Tagging Jiren Jin Hideki Nakayama 3DV VLM 109 69 0 18 Apr 2016
Gaussian Copula Variational Autoencoders for Mixed Data Suwon Suh Seungjin Choi DRL 47 14 0 18 Apr 2016
Learning Temporal Regularity in Video Sequences Mahmudul Hasan Jonghyun Choi J. Neumann Amit K. Roy-Chowdhury L. Davis 184 1,109 0 15 Apr 2016
Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks Chuan Li Michael Wand GAN 87 1,435 0 15 Apr 2016
Counting Everyday Objects in Everyday Scenes Prithvijit Chattopadhyay Ramakrishna Vedantam Ramprasaath R. Selvaraju Dhruv Batra Devi Parikh 111 157 0 12 Apr 2016
Recurrent Attentional Networks for Saliency Detection Jason Kuen Zhenhua Wang G. Wang 83 238 0 12 Apr 2016
Hardware-oriented Approximation of Convolutional Neural Networks Philipp Gysel Mohammad Motamedi S. Ghiasi 125 310 0 11 Apr 2016
Deep Gate Recurrent Neural Network Yuan Gao D. Głowacka 53 62 0 11 Apr 2016
Exploiting Semantic Information and Deep Matching for Optical Flow Min Bai Wenjie Luo Kaustav Kundu R. Urtasun 3DPC 43 5 0 06 Apr 2016
Revisiting Distributed Synchronous SGD Jianmin Chen Xinghao Pan R. Monga Samy Bengio Rafal Jozefowicz 91 803 0 04 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 101 1,722 0 02 Apr 2016
Using Recurrent Neural Networks to Optimize Dynamical Decoupling for Quantum Memory Moritz August Xiaotong Ni 44 53 0 01 Apr 2016
Neural Language Correction with Character-Based Attention Ziang Xie Anand Avati N. Arivazhagan Dan Jurafsky A. Ng 67 143 0 31 Mar 2016
LIFT: Learned Invariant Feature Transform K. M. Yi Eduard Trulls Vincent Lepetit Pascal Fua 130 1,216 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 65 85 0 30 Mar 2016
Recurrent Batch Normalization Tim Cooijmans Nicolas Ballas César Laurent Çağlar Gülçehre Aaron Courville ODL 108 411 0 30 Mar 2016
Adaptive Computation Time for Recurrent Neural Networks Alex Graves 131 552 0 29 Mar 2016
A Parallel-Hierarchical Model for Machine Comprehension on Sparse Data Adam Trischler Zheng Ye Xingdi Yuan Jing He Philip Bachman Kaheer Suleman 51 48 0 29 Mar 2016
Attend, Infer, Repeat: Fast Scene Understanding with Generative Models S. M. Ali Eslami N. Heess T. Weber Yuval Tassa David Szepesvari Koray Kavukcuoglu Geoffrey E. Hinton 3DV BDL OCL 158 552 0 28 Mar 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 277 10,284 0 27 Mar 2016
Pointing the Unknown Words Çağlar Gülçehre Sungjin Ahn Ramesh Nallapati Bowen Zhou Yoshua Bengio 94 525 0 26 Mar 2016
Resnet in Resnet: Generalizing Residual Architectures S. Targ Diogo Almeida Kevin Lyman SSeg 104 834 0 25 Mar 2016
Investigation Into The Effectiveness Of Long Short Term Memory Networks For Stock Price Prediction Hengjian Jia AIFin 45 62 0 25 Mar 2016
Fine-scale Surface Normal Estimation using a Single NIR Image Youngjin Yoon Gyeongmin Choe Namil Kim Joon-Young Lee In So Kweon 52 17 0 24 Mar 2016
On the Powerball Method for Optimization Ye Yuan Mu Li Jun Liu Claire Tomlin 104 20 0 24 Mar 2016
Neural Summarization by Extracting Sentences and Words Jianpeng Cheng Mirella Lapata 91 810 0 23 Mar 2016
Towards Viewpoint Invariant 3D Human Pose Estimation Albert Haque Boya Peng Zelun Luo Alexandre Alahi Serena Yeung Li Fei-Fei 3DH 45 13 0 23 Mar 2016
Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus Iulian Serban Alberto García-Durán Çağlar Gülçehre Sungjin Ahn A. Chandar Aaron Courville Yoshua Bengio LRM 91 289 0 22 Mar 2016
Beyond Sharing Weights for Deep Domain Adaptation Artem Rozantsev Mathieu Salzmann Pascal Fua 70 443 0 21 Mar 2016
Deep Learning in Bioinformatics Seonwoo Min Byunghan Lee Sungroh Yoon AI4CE 3DV 112 1,364 0 21 Mar 2016
A Character-Level Decoder without Explicit Segmentation for Neural Machine Translation Junyoung Chung Kyunghyun Cho Yoshua Bengio 108 333 0 19 Mar 2016
Neurally-Guided Procedural Models: Amortized Inference for Procedural Graphics Programs using Neural Networks Daniel E. Ritchie Anna T. Thomas Pat Hanrahan Noah D. Goodman TPM 69 11 0 19 Mar 2016
Improving Hypernymy Detection with an Integrated Path-based and Distributional Method Vered Shwartz Yoav Goldberg Ido Dagan 97 236 0 19 Mar 2016
Learning Image Matching by Simply Watching Video Gucan Long L. Kneip J. Álvarez Hongdong Li 60 205 0 19 Mar 2016
Document Neural Autoregressive Distribution Estimation Stanislas Lauly Yin Zheng A. Allauzen Hugo Larochelle OOD 66 29 0 18 Mar 2016
Generative Image Modeling using Style and Structure Adversarial Networks Xinyu Wang Abhinav Gupta GAN 132 620 0 17 Mar 2016
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks Mohammad Rastegari Vicente Ordonez Joseph Redmon Ali Farhadi MQ 190 4,374 0 16 Mar 2016
Recurrent Dropout without Memory Loss Stanislau Semeniuta Aliaksei Severyn Erhardt Barth 73 222 0 16 Mar 2016
Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteriors Christos Louizos Max Welling BDL 97 257 0 15 Mar 2016
Object Contour Detection with a Fully Convolutional Encoder-Decoder Network Jimei Yang Brian L. Price Scott D. Cohen Honglak Lee Ming-Hsuan Yang ObjD 67 366 0 15 Mar 2016
Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations E. Kiperwasser Yoav Goldberg 98 668 0 14 Mar 2016
Variational Neural Discourse Relation Recognizer Biao Zhang Deyi Xiong Jinsong Su Qun Liu Rongrong Ji Hong Duan Min Zhang DRL BDL 70 20 0 12 Mar 2016
Texture Networks: Feed-forward Synthesis of Textures and Stylized Images Dmitry Ulyanov V. Lebedev Andrea Vedaldi Victor Lempitsky 3DH 69 948 0 10 Mar 2016
Low-rank passthrough neural networks Antonio Valerio Miceli Barone 73 14 0 10 Mar 2016
Text Understanding with the Attention Sum Reader Network Rudolf Kadlec Martin Schmid Ondrej Bajgar Jan Kleindienst AIMat RALM 68 314 0 04 Mar 2016
Dynamic Memory Networks for Visual and Textual Question Answering Caiming Xiong Stephen Merity R. Socher 88 756 0 04 Mar 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 286 4,027 0 04 Mar 2016