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Oral
Thu Jul 12th 04:00 -- 04:20 PM @ K1
Reviving and Improving Recurrent Back-Propagation
Renjie Liao · Yuwen Xiong · Ethan Fetaya · Lisa Zhang · KiJung Yoon · Zachary S Pitkow · Raquel Urtasun · Richard Zemel
Oral
Thu Jul 12th 04:20 -- 04:30 PM @ K1
Dynamical Isometry and a Mean Field Theory of RNNs: Gating Enables Signal Propagation in Recurrent Neural Networks
Minmin Chen · Jeffrey Pennington · Samuel Schoenholz
Oral
Thu Jul 12th 04:30 -- 04:40 PM @ K1
Invariance of Weight Distributions in Rectified MLPs
Susumu Tsuchida · Fred Roosta · Marcus Gallagher
Oral
Thu Jul 12th 04:40 -- 04:50 PM @ K1
Learning Dynamics of Linear Denoising Autoencoders
Arnu Pretorius · Steve Kroon · Herman Kamper
Oral
Thu Jul 12th 04:50 -- 05:00 PM @ K1
Understanding Generalization and Optimization Performance of Deep CNNs
Pan Zhou · Jiashi Feng