Batch Normalized Recurrent Neural Networks

5 October 2015

Papers citing "Batch Normalized Recurrent Neural Networks"

36 / 36 papers shown

Title
Attention Normalization Impacts Cardinality Generalization in Slot Attention Markus Krimmel Jan Achterhold Joerg Stueckler OCL 45 0 0 04 Jul 2024
Batch Layer Normalization, A new normalization layer for CNNs and RNN A. Ziaee Erion cCano 19 13 0 19 Sep 2022
Supervised Machine Learning for Effective Missile Launch Based on Beyond Visual Range Air Combat Simulations Joao P. A. Dantas André N. Costa F. E. L. Medeiros Diego Geraldo Marcos R. O. A. Máximo Takashi Yoneyama 32 12 0 09 Jul 2022
A Highly Adaptive Acoustic Model for Accurate Multi-Dialect Speech Recognition Sanghyun Yoo Inchul Song Yoshua Bengio 22 28 0 06 May 2022
Batch Normalization Preconditioning for Neural Network Training Susanna Lange Kyle E. Helfrich Qiang Ye 27 9 0 02 Aug 2021
Training Dynamical Binary Neural Networks with Equilibrium Propagation Jérémie Laydevant M. Ernoult D. Querlioz Julie Grollier 26 16 0 16 Mar 2021
Group Whitening: Balancing Learning Efficiency and Representational Capacity Lei Huang Yi Zhou Li Liu Fan Zhu Ling Shao 28 21 0 28 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 34 79 0 17 Sep 2020
Training Deep Spiking Neural Networks Eimantas Ledinauskas J. Ruseckas Alfonsas Jursenas Giedrius Burachas 27 55 0 08 Jun 2020
L*ReLU: Piece-wise Linear Activation Functions for Deep Fine-grained Visual Categorization Mina Basirat P. Roth 16 8 0 27 Oct 2019
Root Mean Square Layer Normalization Biao Zhang Rico Sennrich 13 665 0 16 Oct 2019
Switchable Normalization for Learning-to-Normalize Deep Representation Ping Luo Ruimao Zhang Jiamin Ren Zhanglin Peng Jingyu Li 30 73 0 22 Jul 2019
Deep auscultation: Predicting respiratory anomalies and diseases via recurrent neural networks D. Perna Andrea Tagarelli 11 99 0 11 Jul 2019
DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition Toby Perrett Dima Damen 22 24 0 18 Apr 2019
Accelerating Training of Deep Neural Networks with a Standardization Loss Jasmine Collins Johannes Ballé Jonathon Shlens 21 3 0 03 Mar 2019
Interaction-aware Kalman Neural Networks for Trajectory Prediction Ce Ju Zihan Wang Cheng Long Xiaoyu Zhang D. Chang 24 53 0 28 Feb 2019
The PyTorch-Kaldi Speech Recognition Toolkit Mirco Ravanelli Titouan Parcollet Yoshua Bengio VLM OffRL 14 226 0 19 Nov 2018
Unpaired Speech Enhancement by Acoustic and Adversarial Supervision for Speech Recognition Jonathan Lee Michael Laskey Bo-Kyeong Kim A. Aswani Soo-Young Lee 16 17 0 06 Nov 2018
Batch-normalized Recurrent Highway Networks Chi Zhang Thang Nguyen Shagan Sah R. Ptucha A. Loui C. Salvaggio 17 8 0 26 Sep 2018
Human Motion Analysis with Deep Metric Learning Huseyin Coskun D. Tan Sailesh Conjeti Nassir Navab Federico Tombari 11 49 0 30 Jul 2018
Understanding Batch Normalization Johan Bjorck Carla P. Gomes B. Selman Kilian Q. Weinberger 21 593 0 01 Jun 2018
Decorrelated Batch Normalization Lei Huang Dawei Yang B. Lang Jia Deng 16 190 0 23 Apr 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 29 873 0 03 Mar 2018
CNN+LSTM Architecture for Speech Emotion Recognition with Data Augmentation Caroline Etienne Guillaume Fidanza Andrei Petrovskii Laurence Devillers B. Schmauch 19 99 0 15 Feb 2018
Improving speech recognition by revising gated recurrent units Mirco Ravanelli Philemon Brakel M. Omologo Yoshua Bengio 19 52 0 29 Sep 2017
A comprehensive study of batch construction strategies for recurrent neural networks in MXNet P. Doetsch Pavel Golik Hermann Ney 32 17 0 05 May 2017
Deep Clustering and Conventional Networks for Music Separation: Stronger Together Yi Luo Zhuo Chen J. Hershey Jonathan Le Roux N. Mesgarani 24 162 0 18 Nov 2016
Normalizing the Normalizers: Comparing and Extending Network Normalization Schemes Mengye Ren Renjie Liao R. Urtasun Fabian H. Sinz R. Zemel 35 81 0 14 Nov 2016
Multiple Regularizations Deep Learning for Paddy Growth Stages Classification from LANDSAT-8 Ines Heidieni Ikasari Vina Ayumi M. I. Fanany S. Mulyono 18 25 0 06 Oct 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 55 10,327 0 21 Jul 2016
Bridging the Gaps Between Residual Learning, Recurrent Neural Networks and Visual Cortex Q. Liao T. Poggio 213 255 0 13 Apr 2016
Recurrent Batch Normalization Tim Cooijmans Nicolas Ballas César Laurent Çağlar Gülçehre Aaron Courville ODL 19 410 0 30 Mar 2016
Strongly-Typed Recurrent Neural Networks David Balduzzi Muhammad Ghifary PINN 16 60 0 06 Feb 2016
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin Dario Amodei Rishita Anubhai Eric Battenberg Carl Case Jared Casper ... Chong-Jun Wang Bo Xiao Dani Yogatama J. Zhan Zhenyao Zhu 45 2,954 0 08 Dec 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
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