Lennox Leary

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All published works

Action	Title	Year	Authors
+	The Shattered Gradients Problem: If resnets are the answer, then what is the question?	2017	David Balduzzi Marcus Frean Lennox Leary John Lewis Wan-Duo Kurt Brian McWilliams

Common Coauthors

Coauthor	Papers Together
David Balduzzi	1
Marcus Frean	1
Brian McWilliams	1
John Lewis	1
Wan-Duo Kurt	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification	2015	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	1
+	Random Walk Initialization for Training Very Deep Feedforward Networks	2014	David Sussillo L. F. Abbott	1
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	1
+ PDF Chat	Going deeper with convolutions	2015	Christian Szegedy Wei Liu Yangqing Jia Pierre Sermanet Scott Reed Dragomir Anguelov Dumitru Erhan Vincent Vanhoucke Andrew Rabinovich	1
+	On the Number of Linear Regions of Deep Neural Networks	2014	Guido Montúfar Razvan Pascanu Kyunghyun Cho Yoshua Bengio	1
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	1
+	Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning	2016	Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi	1
+ PDF Chat	Identity Mappings in Deep Residual Networks	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	1
+	Highway and Residual Networks learn Unrolled Iterative Estimation	2016	Klaus Greff Rupesh K. Srivastava Jürgen Schmidhuber	1
+	Skip Connections as Effective Symmetry-Breaking.	2017	A. Emin Orhan	1
+	DiracNets: Training Very Deep Neural Networks Without Skip-Connections	2017	Sergey Zagoruyko Nikos Komodakis	1
+	The Loss Surface of Multilayer Networks.	2014	Anna Choromanska Mikael Henaff Michaël Mathieu Gérard Ben Arous Yann LeCun	1
+	Skip Connections Eliminate Singularities.	2017	A. Emin Orhan Xaq Pitkow	1
+	Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units	2016	Wenling Shang Kihyuk Sohn Diogo Almeida Honglak Lee	1
+	Benefits of depth in neural networks	2016	Matus Telgarsky	1
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	1
+ PDF Chat	Introduction to the non-asymptotic analysis of random matrices	2012	Roman Vershynin	1
+	Highway Networks	2015	Rupesh K. Srivastava Klaus Greff Jürgen Schmidhuber	1