Adam: A Method for Stochastic Optimization

22 December 2014

Jimmy Ba

Papers citing "Adam: A Method for Stochastic Optimization"

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Title
DNA-Level Splice Junction Prediction using Deep Recurrent Neural Networks Byunghan Lee Taehoon Lee Byunggook Na Sungroh Yoon 33 43 0 16 Dec 2015
Memory-based control with recurrent neural networks N. Heess Jonathan J. Hunt Timothy Lillicrap David Silver 35 301 0 14 Dec 2015
Recurrent Instance Segmentation Bernardino Romera-Paredes Philip Torr SSeg 27 329 0 25 Nov 2015
Neural GPUs Learn Algorithms Lukasz Kaiser Ilya Sutskever 36 367 0 25 Nov 2015
Towards Universal Paraphrastic Sentence Embeddings John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu AI4TS 30 552 0 25 Nov 2015
Dynamic Capacity Networks Amjad Almahairi Nicolas Ballas Tim Cooijmans Yin Zheng Hugo Larochelle Aaron Courville 33 96 0 24 Nov 2015
DenseCap: Fully Convolutional Localization Networks for Dense Captioning Justin Johnson A. Karpathy Li Fei-Fei VLM 74 1,160 0 24 Nov 2015
Black box variational inference for state space models Evan Archer Il Memming Park Lars Buesing John P. Cunningham Liam Paninski BDL 37 160 0 23 Nov 2015
ReSeg: A Recurrent Neural Network-based Model for Semantic Segmentation Francesco Visin Marco Ciccone Adriana Romero Kyle Kastner Kyunghyun Cho Yoshua Bengio Matteo Matteucci Aaron Courville VLM SSeg 19 251 0 22 Nov 2015
Data-dependent Initializations of Convolutional Neural Networks Philipp Krahenbuhl Carl Doersch Jeff Donahue Trevor Darrell VLM 47 202 0 21 Nov 2015
Adding Gradient Noise Improves Learning for Very Deep Networks Arvind Neelakantan Luke Vilnis Quoc V. Le Ilya Sutskever Lukasz Kaiser Karol Kurach James Martens AI4CE ODL 27 541 0 21 Nov 2015
Superpixel Convolutional Networks using Bilateral Inceptions Raghudeep Gadde Varun Jampani Martin Kiefel Daniel Kappler Peter V. Gehler SSeg SupR 30 129 0 20 Nov 2015
Hand Pose Estimation through Semi-Supervised and Weakly-Supervised Learning Natalia Neverova Christian Wolf Florian Nebout Graham W. Taylor MDE 3DH 14 47 0 20 Nov 2015
Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters Jelena Luketina Mathias Berglund Klaus Greff T. Raiko 29 173 0 20 Nov 2015
Multi-view 3D Models from Single Images with a Convolutional Network Maxim Tatarchenko Alexey Dosovitskiy Thomas Brox 3DV 22 382 0 20 Nov 2015
Direct Prediction of 3D Body Poses from Motion Compensated Sequences Bugra Tekin Artem Rozantsev Vincent Lepetit Pascal Fua 3DH 17 206 0 20 Nov 2015
Modeling the Temporal Nature of Human Behavior for Demographics Prediction Bjarke Felbo P. Sundsøy Alex Pentland Sune Lehmann Yves-Alexandre de Montjoye 27 14 0 20 Nov 2015
On the energy landscape of deep networks Pratik Chaudhari Stefano Soatto ODL 43 27 0 20 Nov 2015
A convnet for non-maximum suppression J. Hosang Rodrigo Benenson Bernt Schiele 23 74 0 19 Nov 2015
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 143 13,937 0 19 Nov 2015
Delving Deeper into Convolutional Networks for Learning Video Representations Nicolas Ballas L. Yao C. Pal Aaron Courville MDE 37 692 0 19 Nov 2015
Learning to Generate Images with Perceptual Similarity Metrics Jake C. Snell Karl Ridgeway Renjie Liao Brett D. Roads Michael C. Mozer R. Zemel EGVM 27 177 0 19 Nov 2015
Neural Random-Access Machines Karol Kurach Marcin Andrychowicz Ilya Sutskever OOD BDL 34 156 0 19 Nov 2015
Order-Embeddings of Images and Language Ivan Vendrov Ryan Kiros Sanja Fidler R. Urtasun 37 543 0 19 Nov 2015
Online Batch Selection for Faster Training of Neural Networks I. Loshchilov Frank Hutter ODL 37 298 0 19 Nov 2015
Actor-Mimic: Deep Multitask and Transfer Reinforcement Learning Emilio Parisotto Jimmy Lei Ba Ruslan Salakhutdinov OffRL 30 591 0 19 Nov 2015
Neural Programmer-Interpreters Scott E. Reed Nando de Freitas 42 405 0 19 Nov 2015
Stochastic modified equations and adaptive stochastic gradient algorithms Qianxiao Li Cheng Tai E. Weinan 30 280 0 19 Nov 2015
Principled Parallel Mean-Field Inference for Discrete Random Fields Pierre Baqué Timur M. Bagautdinov François Fleuret Pascal Fua FedML 26 25 0 19 Nov 2015
Variable Rate Image Compression with Recurrent Neural Networks G. Toderici Sean M. O'Malley S. Hwang Damien Vincent David C. Minnen S. Baluja Michele Covell Rahul Sukthankar 33 667 0 19 Nov 2015
Overcoming Language Variation in Sentiment Analysis with Social Attention Yi Yang Jacob Eisenstein 23 91 0 19 Nov 2015
Neural Variational Inference for Text Processing Yishu Miao Lei Yu Phil Blunsom VLM DRL 28 616 0 19 Nov 2015
Segmental Recurrent Neural Networks Lingpeng Kong Chris Dyer Noah A. Smith 17 124 0 18 Nov 2015
Prioritized Experience Replay Tom Schaul John Quan Ioannis Antonoglou David Silver OffRL 34 3,763 0 18 Nov 2015
ACDC: A Structured Efficient Linear Layer Marcin Moczulski Misha Denil J. Appleyard Nando de Freitas 38 98 0 18 Nov 2015
Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction Hyeonwoo Noh Paul Hongsuck Seo Bohyung Han OOD 33 327 0 18 Nov 2015
Super-Resolution with Deep Convolutional Sufficient Statistics Joan Bruna Pablo Sprechmann Yann LeCun SupR 28 323 0 18 Nov 2015
Predicting distributions with Linearizing Belief Networks Yann N. Dauphin David Grangier 34 18 0 17 Nov 2015
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 107 3,262 0 17 Nov 2015
Jet-Images -- Deep Learning Edition Luke de Oliveira Michael Kagan Lester W. Mackey Benjamin Nachman A. Schwartzman PINN 20 310 0 16 Nov 2015
Deep Kalman Filters Rahul G. Krishnan Uri Shalit David Sontag BDL AI4TS 36 370 0 16 Nov 2015
Neural Programmer: Inducing Latent Programs with Gradient Descent Arvind Neelakantan Quoc V. Le Ilya Sutskever ODL 35 260 0 16 Nov 2015
Learning to Represent Words in Context with Multilingual Supervision Kazuya Kawakami Chris Dyer 31 16 0 14 Nov 2015
Learning to Assign Orientations to Feature Points K. M. Yi Yannick Verdié Pascal Fua Vincent Lepetit 30 124 0 13 Nov 2015
Action Recognition using Visual Attention Shikhar Sharma Ryan Kiros Ruslan Salakhutdinov 24 666 0 12 Nov 2015
Facial Landmark Detection with Tweaked Convolutional Neural Networks Yue Wu Tal Hassner Kanggeon Kim Gérard Medioni Premkumar Natarajan CVBM 28 173 0 12 Nov 2015
Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning Pingbo Pan Zhongwen Xu Yi Yang Fei Wu Yueting Zhuang 24 385 0 11 Nov 2015
Visual7W: Grounded Question Answering in Images Yuke Zhu Oliver Groth Michael S. Bernstein Li Fei-Fei 44 875 0 11 Nov 2015
Black-box $α$ -divergence Minimization José Miguel Hernández-Lobato Yingzhen Li Mark Rowland Daniel Hernández-Lobato T. Bui Richard Turner 23 137 0 10 Nov 2015
adaQN: An Adaptive Quasi-Newton Algorithm for Training RNNs N. Keskar A. Berahas ODL 9 34 0 04 Nov 2015