From 03a924cab6bfea1864bf75c51bc7eae19ff687da Mon Sep 17 00:00:00 2001 From: Saksham Date: Mon, 9 Mar 2020 08:12:31 +0530 Subject: [PATCH 1/5] links for references --- src/mlpack/methods/ann/layer/alpha_dropout.hpp | 3 ++- src/mlpack/methods/ann/layer/c_relu.hpp | 3 ++- src/mlpack/methods/ann/layer/dropconnect.hpp | 3 ++- src/mlpack/methods/ann/layer/dropout.hpp | 1 + src/mlpack/methods/ann/layer/elu.hpp | 6 ++++-- src/mlpack/methods/ann/layer/fast_lstm.hpp | 3 ++- src/mlpack/methods/ann/layer/glimpse.hpp | 1 + src/mlpack/methods/ann/layer/gru.hpp | 3 ++- src/mlpack/methods/ann/layer/recurrent_attention.hpp | 3 ++- src/mlpack/methods/ann/layer/reparametrization.hpp | 3 ++- src/mlpack/methods/ann/layer/weight_norm.hpp | 3 ++- 11 files changed, 22 insertions(+), 10 deletions(-) diff --git a/src/mlpack/methods/ann/layer/alpha_dropout.hpp b/src/mlpack/methods/ann/layer/alpha_dropout.hpp index 4edbf3031c..5d3a01c390 100644 --- a/src/mlpack/methods/ann/layer/alpha_dropout.hpp +++ b/src/mlpack/methods/ann/layer/alpha_dropout.hpp @@ -35,7 +35,8 @@ namespace ann /** Artificial Neural Network. */ { * Andreas Mayr}, * title = {Self-Normalizing Neural Networks}, * journal = {Advances in Neural Information Processing Systems}, - * year = {2017} + * year = {2017}, + * url = {https://arxiv.org/abs/1706.02515} * } * @endcode * diff --git a/src/mlpack/methods/ann/layer/c_relu.hpp b/src/mlpack/methods/ann/layer/c_relu.hpp index 5108646116..37358a534d 100644 --- a/src/mlpack/methods/ann/layer/c_relu.hpp +++ b/src/mlpack/methods/ann/layer/c_relu.hpp @@ -33,7 +33,8 @@ namespace ann /** Artificial Neural Network. */ { * title = {Understanding and Improving Convolutional Neural Networks * via Concatenated Rectified Linear Units}, * author = {LWenling Shang, Kihyuk Sohn, Diogo Almeida, Honglak Lee}, - * year = {2016} + * year = {2016}, + * url = {https://arxiv.org/abs/1603.05201} * } * @endcode * diff --git a/src/mlpack/methods/ann/layer/dropconnect.hpp b/src/mlpack/methods/ann/layer/dropconnect.hpp index 1ed6f2ce0c..b92b297afd 100644 --- a/src/mlpack/methods/ann/layer/dropconnect.hpp +++ b/src/mlpack/methods/ann/layer/dropconnect.hpp @@ -46,7 +46,8 @@ namespace ann /** Artificial Neural Network. */ { * Learning(ICML - 13)}, * author = {Li Wan and Matthew Zeiler and Sixin Zhang and Yann L. Cun and * Rob Fergus}, - * year = {2013} + * year = {2013}, + * url = {http://proceedings.mlr.press/v28/wan13.pdf} * } * @endcode * diff --git a/src/mlpack/methods/ann/layer/dropout.hpp b/src/mlpack/methods/ann/layer/dropout.hpp index 696d92869c..94bd288626 100644 --- a/src/mlpack/methods/ann/layer/dropout.hpp +++ b/src/mlpack/methods/ann/layer/dropout.hpp @@ -39,6 +39,7 @@ namespace ann /** Artificial Neural Network. */ { * journal = {CoRR}, * volume = {abs/1207.0580}, * year = {2012}, + * url = {https://arxiv.org/abs/1207.0580} * } * @endcode * diff --git a/src/mlpack/methods/ann/layer/elu.hpp b/src/mlpack/methods/ann/layer/elu.hpp index 575b99e4d5..58024c52d0 100644 --- a/src/mlpack/methods/ann/layer/elu.hpp +++ b/src/mlpack/methods/ann/layer/elu.hpp @@ -56,7 +56,8 @@ namespace ann /** Artificial Neural Network. */ { * title = {Fast and Accurate Deep Network Learning by Exponential Linear * Units (ELUs)}, * journal = {CoRR}, - * year = {2015} + * year = {2015}, + * url = {https://arxiv.org/abs/1511.07289} * } * @endcode * @@ -86,7 +87,8 @@ namespace ann /** Artificial Neural Network. */ { * Andreas Mayr}, * title = {Self-Normalizing Neural Networks}, * journal = {Advances in Neural Information Processing Systems}, - * year = {2017} + * year = {2017}, + * url = {https://arxiv.org/abs/1706.02515} * } * @endcode * diff --git a/src/mlpack/methods/ann/layer/fast_lstm.hpp b/src/mlpack/methods/ann/layer/fast_lstm.hpp index e73906a5ba..b4eeba634e 100644 --- a/src/mlpack/methods/ann/layer/fast_lstm.hpp +++ b/src/mlpack/methods/ann/layer/fast_lstm.hpp @@ -47,7 +47,8 @@ namespace ann /** Artificial Neural Network. */ { * author = {Hochreiter, Sepp and Schmidhuber, J\"{u}rgen}, * title = {Long Short-term Memory}, * journal = {Neural Comput.}, - * year = {1997} + * year = {1997}, + * url = {https://www.bioinf.jku.at/publications/older/2604.pdf} * } * @endcode * diff --git a/src/mlpack/methods/ann/layer/glimpse.hpp b/src/mlpack/methods/ann/layer/glimpse.hpp index 357fbce726..6a747c14e0 100644 --- a/src/mlpack/methods/ann/layer/glimpse.hpp +++ b/src/mlpack/methods/ann/layer/glimpse.hpp @@ -15,6 +15,7 @@ * journal = {CoRR}, * volume = {abs/1406.6247}, * year = {2014}, + * url = {https://arxiv.org/abs/1406.6247} * } * @endcode * diff --git a/src/mlpack/methods/ann/layer/gru.hpp b/src/mlpack/methods/ann/layer/gru.hpp index 63fee576be..cf60a0fb8c 100644 --- a/src/mlpack/methods/ann/layer/gru.hpp +++ b/src/mlpack/methods/ann/layer/gru.hpp @@ -13,7 +13,8 @@ Kyunghyun and Bengio, Yoshua}, * booktitle = {ICML}, * pages = {2067--2075}, - * year = {2015} + * year = {2015}, + * url = {https://arxiv.org/abs/1502.02367} * } * @endcode * diff --git a/src/mlpack/methods/ann/layer/recurrent_attention.hpp b/src/mlpack/methods/ann/layer/recurrent_attention.hpp index 087b6bdb6b..5b507e0b69 100644 --- a/src/mlpack/methods/ann/layer/recurrent_attention.hpp +++ b/src/mlpack/methods/ann/layer/recurrent_attention.hpp @@ -39,7 +39,8 @@ namespace ann /** Artificial Neural Network. */ { * author={Volodymyr Mnih, Nicolas Heess, Alex Graves, Koray Kavukcuoglu}, * journal={CoRR}, * volume={abs/1406.6247}, - * year={2014} + * year={2014}, + * url = {https://arxiv.org/abs/1406.6247} * } * @endcode * diff --git a/src/mlpack/methods/ann/layer/reparametrization.hpp b/src/mlpack/methods/ann/layer/reparametrization.hpp index 1fc299e2ba..2c56832ad7 100644 --- a/src/mlpack/methods/ann/layer/reparametrization.hpp +++ b/src/mlpack/methods/ann/layer/reparametrization.hpp @@ -39,7 +39,8 @@ namespace ann /** Artificial Neural Network. */ { * Xavier Glorot, Matthew Botvinick, Shakir Mohamed and * Alexander Lerchner | Google DeepMind}, * journal = {2017 International Conference on Learning Representations(ICLR)}, - * year = {2017} + * year = {2017}, + * url = {https://openreview.net/references/pdf?id=Sy2fzU9gl} * } * @endcode * diff --git a/src/mlpack/methods/ann/layer/weight_norm.hpp b/src/mlpack/methods/ann/layer/weight_norm.hpp index c4762c22d4..f5fd92c6cb 100644 --- a/src/mlpack/methods/ann/layer/weight_norm.hpp +++ b/src/mlpack/methods/ann/layer/weight_norm.hpp @@ -42,7 +42,8 @@ namespace ann /** Artificial Neural Network. */ { * Training of Deep Neural Networks}, * author = {Tim Salimans, Diederik P. Kingma}, * booktitle = {Neural Information Processing Systems 2016}, - * year = {2016} + * year = {2016}, + * url = {https://arxiv.org/abs/1602.07868}, * } * @endcode * From 012011e3a2ad34eac747fcf6247377318aaf189d Mon Sep 17 00:00:00 2001 From: Saksham Date: Mon, 9 Mar 2020 08:27:54 +0530 Subject: [PATCH 2/5] fixed formatting --- src/mlpack/methods/ann/layer/alpha_dropout.hpp | 2 +- src/mlpack/methods/ann/layer/c_relu.hpp | 2 +- src/mlpack/methods/ann/layer/dropconnect.hpp | 2 +- src/mlpack/methods/ann/layer/dropout.hpp | 2 +- src/mlpack/methods/ann/layer/elu.hpp | 2 +- src/mlpack/methods/ann/layer/fast_lstm.hpp | 2 +- src/mlpack/methods/ann/layer/glimpse.hpp | 2 +- src/mlpack/methods/ann/layer/gru.hpp | 2 +- src/mlpack/methods/ann/layer/recurrent_attention.hpp | 12 ++++++------ src/mlpack/methods/ann/layer/reparametrization.hpp | 2 +- src/mlpack/methods/ann/layer/weight_norm.hpp | 2 +- 11 files changed, 16 insertions(+), 16 deletions(-) diff --git a/src/mlpack/methods/ann/layer/alpha_dropout.hpp b/src/mlpack/methods/ann/layer/alpha_dropout.hpp index 5d3a01c390..4623dc11f6 100644 --- a/src/mlpack/methods/ann/layer/alpha_dropout.hpp +++ b/src/mlpack/methods/ann/layer/alpha_dropout.hpp @@ -36,7 +36,7 @@ namespace ann /** Artificial Neural Network. */ { * title = {Self-Normalizing Neural Networks}, * journal = {Advances in Neural Information Processing Systems}, * year = {2017}, - * url = {https://arxiv.org/abs/1706.02515} + * url = {https://arxiv.org/abs/1706.02515} * } * @endcode * diff --git a/src/mlpack/methods/ann/layer/c_relu.hpp b/src/mlpack/methods/ann/layer/c_relu.hpp index 37358a534d..9b839768fe 100644 --- a/src/mlpack/methods/ann/layer/c_relu.hpp +++ b/src/mlpack/methods/ann/layer/c_relu.hpp @@ -34,7 +34,7 @@ namespace ann /** Artificial Neural Network. */ { * via Concatenated Rectified Linear Units}, * author = {LWenling Shang, Kihyuk Sohn, Diogo Almeida, Honglak Lee}, * year = {2016}, - * url = {https://arxiv.org/abs/1603.05201} + * url = {https://arxiv.org/abs/1603.05201} * } * @endcode * diff --git a/src/mlpack/methods/ann/layer/dropconnect.hpp b/src/mlpack/methods/ann/layer/dropconnect.hpp index b92b297afd..4cacf33fce 100644 --- a/src/mlpack/methods/ann/layer/dropconnect.hpp +++ b/src/mlpack/methods/ann/layer/dropconnect.hpp @@ -47,7 +47,7 @@ namespace ann /** Artificial Neural Network. */ { * author = {Li Wan and Matthew Zeiler and Sixin Zhang and Yann L. Cun and * Rob Fergus}, * year = {2013}, - * url = {http://proceedings.mlr.press/v28/wan13.pdf} + * url = {http://proceedings.mlr.press/v28/wan13.pdf} * } * @endcode * diff --git a/src/mlpack/methods/ann/layer/dropout.hpp b/src/mlpack/methods/ann/layer/dropout.hpp index 94bd288626..878bf80ed7 100644 --- a/src/mlpack/methods/ann/layer/dropout.hpp +++ b/src/mlpack/methods/ann/layer/dropout.hpp @@ -39,7 +39,7 @@ namespace ann /** Artificial Neural Network. */ { * journal = {CoRR}, * volume = {abs/1207.0580}, * year = {2012}, - * url = {https://arxiv.org/abs/1207.0580} + * url = {https://arxiv.org/abs/1207.0580} * } * @endcode * diff --git a/src/mlpack/methods/ann/layer/elu.hpp b/src/mlpack/methods/ann/layer/elu.hpp index 58024c52d0..d0f7265370 100644 --- a/src/mlpack/methods/ann/layer/elu.hpp +++ b/src/mlpack/methods/ann/layer/elu.hpp @@ -57,7 +57,7 @@ namespace ann /** Artificial Neural Network. */ { * Units (ELUs)}, * journal = {CoRR}, * year = {2015}, - * url = {https://arxiv.org/abs/1511.07289} + * url = {https://arxiv.org/abs/1511.07289} * } * @endcode * diff --git a/src/mlpack/methods/ann/layer/fast_lstm.hpp b/src/mlpack/methods/ann/layer/fast_lstm.hpp index b4eeba634e..dfff05af1b 100644 --- a/src/mlpack/methods/ann/layer/fast_lstm.hpp +++ b/src/mlpack/methods/ann/layer/fast_lstm.hpp @@ -48,7 +48,7 @@ namespace ann /** Artificial Neural Network. */ { * title = {Long Short-term Memory}, * journal = {Neural Comput.}, * year = {1997}, - * url = {https://www.bioinf.jku.at/publications/older/2604.pdf} + * url = {https://www.bioinf.jku.at/publications/older/2604.pdf} * } * @endcode * diff --git a/src/mlpack/methods/ann/layer/glimpse.hpp b/src/mlpack/methods/ann/layer/glimpse.hpp index 6a747c14e0..b2a51a6f58 100644 --- a/src/mlpack/methods/ann/layer/glimpse.hpp +++ b/src/mlpack/methods/ann/layer/glimpse.hpp @@ -15,7 +15,7 @@ * journal = {CoRR}, * volume = {abs/1406.6247}, * year = {2014}, - * url = {https://arxiv.org/abs/1406.6247} + * url = {https://arxiv.org/abs/1406.6247} * } * @endcode * diff --git a/src/mlpack/methods/ann/layer/gru.hpp b/src/mlpack/methods/ann/layer/gru.hpp index cf60a0fb8c..9c8e6cf367 100644 --- a/src/mlpack/methods/ann/layer/gru.hpp +++ b/src/mlpack/methods/ann/layer/gru.hpp @@ -14,7 +14,7 @@ * booktitle = {ICML}, * pages = {2067--2075}, * year = {2015}, - * url = {https://arxiv.org/abs/1502.02367} + * url = {https://arxiv.org/abs/1502.02367} * } * @endcode * diff --git a/src/mlpack/methods/ann/layer/recurrent_attention.hpp b/src/mlpack/methods/ann/layer/recurrent_attention.hpp index 5b507e0b69..e764a7bab5 100644 --- a/src/mlpack/methods/ann/layer/recurrent_attention.hpp +++ b/src/mlpack/methods/ann/layer/recurrent_attention.hpp @@ -35,12 +35,12 @@ namespace ann /** Artificial Neural Network. */ { * * @code * @article{MnihHGK14, - * title={Recurrent Models of Visual Attention}, - * author={Volodymyr Mnih, Nicolas Heess, Alex Graves, Koray Kavukcuoglu}, - * journal={CoRR}, - * volume={abs/1406.6247}, - * year={2014}, - * url = {https://arxiv.org/abs/1406.6247} + * title = {Recurrent Models of Visual Attention}, + * author = {Volodymyr Mnih, Nicolas Heess, Alex Graves, Koray Kavukcuoglu}, + * journal = {CoRR}, + * volume = {abs/1406.6247}, + * year = {2014}, + * url = {https://arxiv.org/abs/1406.6247} * } * @endcode * diff --git a/src/mlpack/methods/ann/layer/reparametrization.hpp b/src/mlpack/methods/ann/layer/reparametrization.hpp index 2c56832ad7..bd1e20292d 100644 --- a/src/mlpack/methods/ann/layer/reparametrization.hpp +++ b/src/mlpack/methods/ann/layer/reparametrization.hpp @@ -40,7 +40,7 @@ namespace ann /** Artificial Neural Network. */ { * Alexander Lerchner | Google DeepMind}, * journal = {2017 International Conference on Learning Representations(ICLR)}, * year = {2017}, - * url = {https://openreview.net/references/pdf?id=Sy2fzU9gl} + * url = {https://openreview.net/references/pdf?id=Sy2fzU9gl} * } * @endcode * diff --git a/src/mlpack/methods/ann/layer/weight_norm.hpp b/src/mlpack/methods/ann/layer/weight_norm.hpp index f5fd92c6cb..1b68527118 100644 --- a/src/mlpack/methods/ann/layer/weight_norm.hpp +++ b/src/mlpack/methods/ann/layer/weight_norm.hpp @@ -43,7 +43,7 @@ namespace ann /** Artificial Neural Network. */ { * author = {Tim Salimans, Diederik P. Kingma}, * booktitle = {Neural Information Processing Systems 2016}, * year = {2016}, - * url = {https://arxiv.org/abs/1602.07868}, + * url = {https://arxiv.org/abs/1602.07868}, * } * @endcode * From 72aa1fdd329bba639a6ce853595e90f1400f6b59 Mon Sep 17 00:00:00 2001 From: Saksham Rastogi <40931412+codeboy5@users.noreply.github.com> Date: Tue, 10 Mar 2020 16:35:54 +0530 Subject: [PATCH 3/5] Update alpha_dropout.hpp --- src/mlpack/methods/ann/layer/alpha_dropout.hpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/mlpack/methods/ann/layer/alpha_dropout.hpp b/src/mlpack/methods/ann/layer/alpha_dropout.hpp index 4623dc11f6..770a528915 100644 --- a/src/mlpack/methods/ann/layer/alpha_dropout.hpp +++ b/src/mlpack/methods/ann/layer/alpha_dropout.hpp @@ -36,7 +36,7 @@ namespace ann /** Artificial Neural Network. */ { * title = {Self-Normalizing Neural Networks}, * journal = {Advances in Neural Information Processing Systems}, * year = {2017}, - * url = {https://arxiv.org/abs/1706.02515} + * url = {https://deepmind.com/research/publications/beta-VAE-Learning-Basic-Visual-Concepts-with-a-Constrained-Variational-Framework} * } * @endcode * From 2dda64d269d43655e0f733ed64346d634e937408 Mon Sep 17 00:00:00 2001 From: Saksham Rastogi <40931412+codeboy5@users.noreply.github.com> Date: Tue, 10 Mar 2020 23:56:18 +0530 Subject: [PATCH 4/5] Update alpha_dropout.hpp --- src/mlpack/methods/ann/layer/alpha_dropout.hpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/mlpack/methods/ann/layer/alpha_dropout.hpp b/src/mlpack/methods/ann/layer/alpha_dropout.hpp index 770a528915..4623dc11f6 100644 --- a/src/mlpack/methods/ann/layer/alpha_dropout.hpp +++ b/src/mlpack/methods/ann/layer/alpha_dropout.hpp @@ -36,7 +36,7 @@ namespace ann /** Artificial Neural Network. */ { * title = {Self-Normalizing Neural Networks}, * journal = {Advances in Neural Information Processing Systems}, * year = {2017}, - * url = {https://deepmind.com/research/publications/beta-VAE-Learning-Basic-Visual-Concepts-with-a-Constrained-Variational-Framework} + * url = {https://arxiv.org/abs/1706.02515} * } * @endcode * From b585cd7531e45d77185dc461b6375d967e5fe009 Mon Sep 17 00:00:00 2001 From: Saksham Rastogi <40931412+codeboy5@users.noreply.github.com> Date: Tue, 10 Mar 2020 23:57:54 +0530 Subject: [PATCH 5/5] Update reparametrization.hpp --- src/mlpack/methods/ann/layer/reparametrization.hpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/mlpack/methods/ann/layer/reparametrization.hpp b/src/mlpack/methods/ann/layer/reparametrization.hpp index bd1e20292d..71b0338004 100644 --- a/src/mlpack/methods/ann/layer/reparametrization.hpp +++ b/src/mlpack/methods/ann/layer/reparametrization.hpp @@ -40,7 +40,7 @@ namespace ann /** Artificial Neural Network. */ { * Alexander Lerchner | Google DeepMind}, * journal = {2017 International Conference on Learning Representations(ICLR)}, * year = {2017}, - * url = {https://openreview.net/references/pdf?id=Sy2fzU9gl} + * url = {https://deepmind.com/research/publications/beta-VAE-Learning-Basic-Visual-Concepts-with-a-Constrained-Variational-Framework} * } * @endcode *