Pinboard (abiola)
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recent bookmarks from abiola
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From GRU to Transformer - Sewade Ogun's Website
2020-06-14T08:35:55+00:00
https://ogunlao.github.io/blog/2020/06/12/from_gru_to_transformer.html
abiolaMachine-Learning RNNs
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https://pinboard.in/u:abiola/b:fb20d790987f/
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[2004.08013] How recurrent networks implement contextual processing in sentiment analysis
2020-04-21T08:38:58+00:00
https://arxiv.org/abs/2004.08013
abiolaDynamical-Systems Machine-Learning NLP RNNs
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https://pinboard.in/u:abiola/b:d9fe705fa5c5/
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Learning Predict-and-Simulate Policies From Unorganized Human Motion Data
2019-10-19T17:20:15+00:00
http://mrl.snu.ac.kr/publications/ProjectICC/ICC.html
abiolaMachine-Learning Reinforcement-Learning RNNs Graphics
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https://pinboard.in/u:abiola/b:71fe70738a84/
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[1511.06279] Neural Programmer-Interpreters
2019-07-03T13:41:21+00:00
https://arxiv.org/abs/1511.06279
abiolaMachine-Learning RNNs DeepMind
https://pinboard.in/
https://pinboard.in/u:abiola/b:1e7f3b10c111/
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Backpropagation through time - Wikipedia
2019-07-01T13:11:19+00:00
https://en.wikipedia.org/wiki/Backpropagation_through_time
abiolaMachine-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:ffeb23af8a45/
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[1511.06349] Generating Sentences from a Continuous Space
2019-01-15T19:34:12+00:00
https://arxiv.org/abs/1511.06349
abiolaMachine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:3885971223e8/
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[1511.06732] Sequence Level Training with Recurrent Neural Networks
2019-01-15T18:49:32+00:00
https://arxiv.org/abs/1511.06732
abiolaMachine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:a5c166dffd42/
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[1308.0850] Generating Sequences With Recurrent Neural Networks
2019-01-11T19:40:43+00:00
https://arxiv.org/abs/1308.0850
abiolaLSTM Machine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:5d9eda4aa7ad/
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[1702.01923] Comparative Study of CNN and RNN for Natural Language Processing
2019-01-07T19:28:01+00:00
https://arxiv.org/abs/1702.01923
abiolaCNNs Machine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:fe8e7734b15e/
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[1805.04908] On the Practical Computational Power of Finite Precision RNNs for Language Recognition
2018-11-12T11:14:43+00:00
https://arxiv.org/abs/1805.04908
abiolaComplexity-Theory Computer-Science Machine-Learning NLP RNNs
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https://pinboard.in/u:abiola/b:d5f0bd5b2db2/
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[1808.09357] Rational Recurrences
2018-11-12T11:13:01+00:00
https://arxiv.org/abs/1808.09357
abiolaComplexity-Theory Computer-Science Machine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:a99d900425ef/
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[1711.05408] Recurrent Neural Networks as Weighted Language Recognizers
2018-11-12T11:11:00+00:00
https://arxiv.org/abs/1711.05408
abiolaMachine-Learning NLP RNNs Computer-Science Complexity-Theory
https://pinboard.in/
https://pinboard.in/u:abiola/b:7c75f02bc706/
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[1810.11741] Deep Limits of Residual Neural Networks
2018-10-30T06:26:50+00:00
https://arxiv.org/abs/1810.11741
abiolaMachine-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:a025fa27c7a2/
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[1808.08946v2] Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures
2018-09-03T13:28:38+00:00
https://arxiv.org/abs/1808.08946
abiolaCNNs Machine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:2f140a953f4c/
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[1807.03819] Universal Transformers
2018-08-20T15:17:22+00:00
https://arxiv.org/abs/1807.03819
abiolaMachine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:7e56fa2b6aad/
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[1805.01500] Noisin: Unbiased Regularization for Recurrent Neural Networks
2018-08-20T10:45:10+00:00
https://arxiv.org/abs/1805.01500
abiolaMachine-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:d4dfa4991421/
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Last month two researchers from Shanghai clamed more accuracy and 100x speedup over other RNN approaches to sentiment analysis. Are they really onto something? : MachineLearning
2018-08-15T10:35:48+00:00
https://www.reddit.com/r/MachineLearning/comments/97byas/last_month_two_researchers_from_shanghai_clamed/
abiolaMachine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:55f6243cb364/
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[1807.02291] Sliced Recurrent Neural Networks
2018-08-15T10:35:28+00:00
https://arxiv.org/abs/1807.02291
abiolaMachine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:3aaf9d9758e0/
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[1511.01432] Semi-supervised Sequence Learning
2018-08-15T09:59:39+00:00
https://arxiv.org/abs/1511.01432
abiolaMachine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:55585df250bc/
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JSM 2018 Tutorial - Introductory Overview Lecture The Deep Learning Revolution
2018-08-13T09:29:18+00:00
http://www.cs.cmu.edu/~rsalakhu/jsm2018.html
abiolaMachine-Learning GANs NLP RNNs
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https://pinboard.in/u:abiola/b:4a430722c5c6/
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When Recurrent Models Don't Need to be Recurrent – The Berkeley Artificial Intelligence Research Blog
2018-08-09T08:55:13+00:00
http://bair.berkeley.edu/blog/2018/08/06/recurrent/
abiolaMachine-Learning RNNs LSTM
https://pinboard.in/
https://pinboard.in/u:abiola/b:9778e8873238/
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[1807.00053] Task-Driven Convolutional Recurrent Models of the Visual System
2018-07-04T08:16:16+00:00
https://arxiv.org/abs/1807.00053
abiolaGraphics Machine-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:c3aa01a177d0/
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[1803.11138] Colorless green recurrent networks dream hierarchically
2018-03-30T13:48:22+00:00
https://arxiv.org/abs/1803.11138
abiolaMachine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:cfc297e7b826/
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[1803.04831] Independently Recurrent Neural Network (IndRNN): Building A Longer and Deeper RNN
2018-03-20T13:07:56+00:00
https://arxiv.org/abs/1803.04831
abiolaMachine-Learning RNNs
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https://pinboard.in/u:abiola/b:a5c5f81c089b/
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Introduction to Recurrent Neural Networks in Pytorch | Hacker News
2018-03-15T11:36:13+00:00
https://news.ycombinator.com/item?id=16587291
abiolaMachine-Learning PyTorch RNNs
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https://pinboard.in/u:abiola/b:92976e542238/
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[1803.03585] The Importance of Being Recurrent for Modeling Hierarchical Structure
2018-03-13T11:37:06+00:00
https://arxiv.org/abs/1803.03585
abiolaMachine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:ed504fa489eb/
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[1803.01271] An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling
2018-03-06T14:04:27+00:00
https://arxiv.org/abs/1803.01271
abiolaCNNs Machine-Learning RNNs NLP
https://pinboard.in/
https://pinboard.in/u:abiola/b:c6b6d4ac8aac/
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[1708.06742] Twin Networks: Matching the Future for Sequence Generation
2018-01-17T15:14:11+00:00
https://arxiv.org/abs/1708.06742
abiolaMachine-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:58bbb2f44a55/
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[1801.00632v1] Character-level Recurrent Neural Networks in Practice: Comparing Training and Sampling Schemes
2018-01-09T10:26:46+00:00
https://arxiv.org/abs/1801.00632v1
abiolaMachine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:0deac62807f8/
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[1801.01078] Recent Advances in Recurrent Neural Networks
2018-01-07T21:22:57+00:00
https://arxiv.org/abs/1801.01078
abiolaMachine-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:f087f9b83175/
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[1712.00504] A Neural Stochastic Volatility Model
2017-12-05T11:30:52+00:00
https://arxiv.org/abs/1712.00504
abiolaMachine-Learning RNNs Time-Series
https://pinboard.in/
https://pinboard.in/u:abiola/b:cf8da2b70655/
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[1711.09576] Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples
2017-11-28T08:22:40+00:00
https://arxiv.org/abs/1711.09576
abiolaMachine-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:7498def7040c/
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Smerity.com: Understanding the Mixture of Softmaxes (MoS)
2017-11-22T12:27:37+00:00
http://smerity.com/articles/2017/mixture_of_softmaxes.html
abiolaMachine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:30dd043be9ce/
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[1711.03953v2] Breaking the Softmax Bottleneck: A High-Rank RNN Language Model
2017-11-16T15:52:41+00:00
https://arxiv.org/abs/1711.03953v2
abiolaMachine-Learning Optimization RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:cee9bf54fe1e/
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tensorflow/tensor2tensor: A library for generalized sequence to sequence models
2017-11-14T14:41:01+00:00
https://github.com/tensorflow/tensor2tensor/
abiolaGoogle Machine-Learning RNNs TensorFlow
https://pinboard.in/
https://pinboard.in/u:abiola/b:d0c201cd43a9/
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Kyubyong/transformer: A TensorFlow Implementation of the Transformer: Attention Is All You Need
2017-11-14T13:59:46+00:00
https://github.com/Kyubyong/transformer
abiolaMachine-Learning RNNs TensorFlow
https://pinboard.in/
https://pinboard.in/u:abiola/b:6ca4e0879ff3/
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mokemokechicken/keras_npi: NPI(Neural Programmer-Interpreters) implementation with Keras
2017-11-14T10:06:00+00:00
https://github.com/mokemokechicken/keras_npi
abiolaKeras Machine-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:76fb92edd3a3/
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models/research/neural_gpu at master · tensorflow/models
2017-11-14T09:50:06+00:00
https://github.com/tensorflow/models/tree/master/research/neural_gpu
abiolaMachine-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:8214eae3e67a/
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carpedm20/NTM-tensorflow: "Neural Turing Machine" in Tensorflow
2017-11-14T09:49:02+00:00
https://github.com/carpedm20/NTM-tensorflow
abiolaMachine-Learning RNNs TensorFlow
https://pinboard.in/
https://pinboard.in/u:abiola/b:577ea88edd87/
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[1711.03953] Breaking the Softmax Bottleneck: A High-Rank RNN Language Model
2017-11-13T22:55:36+00:00
https://arxiv.org/abs/1711.03953
abiolaMachine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:893391c19cb6/
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[1703.07771] Multitask Learning and Benchmarking with Clinical Time Series Data
2017-11-13T15:40:20+00:00
https://arxiv.org/abs/1703.07771
abiolaMachine-Learning RNNs Time-Series
https://pinboard.in/
https://pinboard.in/u:abiola/b:39b61ec94a16/
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Chris Olah - Attention and Augmented Recurrent Neural Networks
2017-11-07T17:13:23+00:00
https://distill.pub/2016/augmented-rnns/
abiolaMachine-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:3522f9c8458b/
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[1711.00811v1] Expressive power of recurrent neural networks
2017-11-07T12:48:51+00:00
https://arxiv.org/abs/1711.00811v1
abiolaMachine-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:fa7eb7642262/
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Understanding LSTM Networks -- colah's blog
2017-11-06T13:37:12+00:00
https://colah.github.io/posts/2015-08-Understanding-LSTMs/
abiolaLSTM Machine-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:540141d2f19d/
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[1711.00636] Bayesian Recurrent Neural Network Models for Forecasting and Quantifying Uncertainty in Spatial-Temporal Data
2017-11-03T11:37:00+00:00
https://arxiv.org/abs/1711.00636
abiolaMachine-Learning RNNs Time-Series
https://pinboard.in/
https://pinboard.in/u:abiola/b:7e7ba540d750/
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[1708.02975v2] Anomaly Detection on Graph Time Series
2017-11-03T09:43:41+00:00
https://arxiv.org/abs/1708.02975v2
abiolaMachine-Learning RNNs Time-Series GNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:576d0ca7c7f4/
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[1506.03099] Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks
2017-11-02T10:25:38+00:00
https://arxiv.org/abs/1506.03099
abiolaMachine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:e001050d1a53/
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[1710.10777v1] Understanding Hidden Memories of Recurrent Neural Networks
2017-10-31T11:40:53+00:00
https://arxiv.org/abs/1710.10777v1
abiolaMachine-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:082a81b77cdb/
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[1606.01865] Recurrent Neural Networks for Multivariate Time Series with Missing Values
2017-10-25T12:46:00+00:00
https://arxiv.org/abs/1606.01865
abiolaMachine-Learning RNNs Time-Series
https://pinboard.in/
https://pinboard.in/u:abiola/b:c0c300f2f2a2/
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Real-time Performance RNN in the Browser
2017-10-06T12:49:59+00:00
https://magenta.tensorflow.org/performance-rnn-browser
abiolaMachine-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:1b2b9f03ca41/
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[1709.03159v1] R2N2: Residual Recurrent Neural Networks for Multivariate Time Series Forecasting
2017-09-13T16:07:10+00:00
https://arxiv.org/abs/1709.03159v1
abiolaMachine-Learning RNNs Statistics
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https://pinboard.in/u:abiola/b:fff6bbe4c767/
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[1709.02755] Training RNNs as Fast as CNNs
2017-09-11T08:51:52+00:00
https://arxiv.org/abs/1709.02755
abiolaCNNs Machine-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:f2d7b2f56160/
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[1708.08151] Automated Crowdturfing Attacks and Defenses in Online Review Systems
2017-09-04T09:17:10+00:00
https://arxiv.org/abs/1708.08151
abiolaMachine-Learning NLP RNNs Security
https://pinboard.in/
https://pinboard.in/u:abiola/b:0414920f3349/
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[1708.07576v1] Learning the Enigma with Recurrent Neural Networks
2017-08-30T09:46:39+00:00
https://arxiv.org/abs/1708.07576v1
abiolaCryptography Machine-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:fc5332534e83/
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Skip RNN - Learning to Skip State Updates in Recurrent Neural Networks
2017-08-25T10:07:25+00:00
http://www.gitxiv.com/posts/6ozns2NF7odKrHZ3r/skip-rnn
abiolaMachine-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:983fb6e8ed04/
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[1708.06742v1] Twin Networks: Using the Future as a Regularizer
2017-08-23T08:25:55+00:00
https://arxiv.org/abs/1708.06742v1
abiolaMachine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:72e14d6eed44/
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Neural Turing Machine as a Keras recurrent layer
2017-08-22T20:41:17+00:00
https://github.com/flomlo/ntm_keras/blob/master/README.md
abiolaKeras Machine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:c242fee92eaa/
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[1708.05963v1] Neural Networks Compression for Language Modeling
2017-08-22T20:15:24+00:00
https://arxiv.org/abs/1708.05963v1
abiolaLSTM Machine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:2e316a437ad3/
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[Lecture] Evolution: from vanilla RNN to GRU & LSTMs
2017-08-22T15:00:38+00:00
https://medium.com/towards-data-science/lecture-evolution-from-vanilla-rnn-to-gru-lstms-58688f1da83a
abiolaLSTM Machine-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:49f533220783/
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[1512.01693v1] Deep Attention Recurrent Q-Network
2017-08-22T14:41:36+00:00
https://arxiv.org/abs/1512.01693v1
abiolaMachine-Learning Reinforcement-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:ec4de9a83fba/
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[1406.6247v1] Recurrent Models of Visual Attention
2017-08-22T12:42:30+00:00
https://arxiv.org/abs/1406.6247v1
abiolaGraphics Machine-Learning Reinforcement-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:766c448a3ae7/
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[1708.03132v1] Attention-Aware Face Hallucination via Deep Reinforcement Learning
2017-08-17T12:26:55+00:00
https://arxiv.org/abs/1708.03132v1
abiolaGraphics Machine-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:98551ce5f510/
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[1211.3711] Sequence Transduction with Recurrent Neural Networks
2017-08-17T10:19:29+00:00
https://arxiv.org/abs/1211.3711
abiolaMachine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:b3bc48eac8cd/
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[1708.03312v1] Radical-level Ideograph Encoder for RNN-based Sentiment Analysis of Chinese and Japanese
2017-08-15T09:46:08+00:00
https://arxiv.org/abs/1708.03312v1
abiolaJapanese Machine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:1d7b4a0b5b64/
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[1601.06759v3] Pixel Recurrent Neural Networks
2017-08-14T12:07:50+00:00
https://arxiv.org/abs/1601.06759v3
abiolaGraphics Machine-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:13346f469ac6/
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[1506.03099v3] Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks
2017-08-07T12:19:24+00:00
https://arxiv.org/abs/1506.03099v3
abiolaMachine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:a20a59e75ae2/
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[1708.01009v1] Revisiting Activation Regularization for Language RNNs
2017-08-07T09:28:25+00:00
https://arxiv.org/abs/1708.01009v1
abiolaMachine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:0157382186a0/
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[1707.07631v1] Deep Architectures for Neural Machine Translation
2017-07-31T10:40:06+00:00
https://arxiv.org/abs/1707.07631v1
abiolaMachine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:957053604fe4/
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[1707.07631] Deep Architectures for Neural Machine Translation
2017-07-25T13:48:25+00:00
https://arxiv.org/abs/1707.07631
abiolaMachine-Learning NLP RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:f7245afb556e/
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[1312.6026] How to Construct Deep Recurrent Neural Networks
2017-07-25T13:47:47+00:00
https://arxiv.org/abs/1312.6026
abiolaMachine-Learning RNNs
https://pinboard.in/
https://pinboard.in/u:abiola/b:9e29644d9075/