Empirical Evaluation of Rectified Activations in Convolutional Network

5 May 2015

Papers citing "Empirical Evaluation of Rectified Activations in Convolutional Network"

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Title
Can CNN Construct Highly Accurate Models Efficiently for High-Dimensional Problems in Complex Product Designs? Yu Li Hu Wang Juanjuan Liu 12 1 0 15 Nov 2017
Few-Shot Learning with Graph Neural Networks Victor Garcia Satorras Joan Bruna GNN 25 1,230 0 10 Nov 2017
NeST: A Neural Network Synthesis Tool Based on a Grow-and-Prune Paradigm Xiaoliang Dai Hongxu Yin N. Jha DD 36 231 0 06 Nov 2017
Empirical analysis of non-linear activation functions for Deep Neural Networks in classification tasks Giovanni Alcantara 17 16 0 30 Oct 2017
Sequence-to-Sequence ASR Optimization via Reinforcement Learning Andros Tjandra S. Sakti Satoshi Nakamura AI4TS 18 25 0 30 Oct 2017
Regularization for Deep Learning: A Taxonomy J. Kukačka Vladimir Golkov Daniel Cremers 33 334 0 29 Oct 2017
Deep Neural Networks Randall Balestriero Richard Baraniuk AAML 12 0 0 25 Oct 2017
Searching for Activation Functions Prajit Ramachandran Barret Zoph Quoc V. Le 16 599 0 16 Oct 2017
Improving Efficiency in Convolutional Neural Network with Multilinear Filters D. Tran Alexandros Iosifidis Moncef Gabbouj 16 40 0 28 Sep 2017
EraseReLU: A Simple Way to Ease the Training of Deep Convolution Neural Networks Xuanyi Dong Guoliang Kang Kun Zhan Yi Yang 11 16 0 22 Sep 2017
Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks Wei Xiong Wenhan Luo Lin Ma Wei Liu Jiebo Luo GAN 26 180 0 22 Sep 2017
Deep Reinforcement Learning that Matters Peter Henderson Riashat Islam Philip Bachman Joelle Pineau Doina Precup D. Meger OffRL 21 1,929 0 19 Sep 2017
Detection of Anomalies in Large Scale Accounting Data using Deep Autoencoder Networks Marco Schreyer Timur Sattarov Damian Borth Andreas Dengel Bernd Reimer 17 105 0 15 Sep 2017
Shifting Mean Activation Towards Zero with Bipolar Activation Functions L. Eidnes Arild Nøkland 21 18 0 12 Sep 2017
Fault in your stars: An Analysis of Android App Reviews Rahul Aralikatte G. Sridhara Neelamadhav Gantayat Senthil Mani 17 19 0 16 Aug 2017
EndNet: Sparse AutoEncoder Network for Endmember Extraction and Hyperspectral Unmixing Savas Ozkan Berk Kaya G. Akar 23 190 0 06 Aug 2017
Training Deep AutoEncoders for Collaborative Filtering Oleksii Kuchaiev Boris Ginsburg 30 80 0 05 Aug 2017
Analysis and Optimization of Convolutional Neural Network Architectures Martin Thoma 22 72 0 31 Jul 2017
Deep Learning in Robotics: A Review of Recent Research H. A. Pierson Michael S. Gashler 3DV 21 263 0 22 Jul 2017
Listening while Speaking: Speech Chain by Deep Learning Andros Tjandra S. Sakti Satoshi Nakamura AuLLM 123 165 0 16 Jul 2017
Kafnets: kernel-based non-parametric activation functions for neural networks Simone Scardapane S. Van Vaerenbergh Simone Totaro A. Uncini 14 12 0 13 Jul 2017
FReLU: Flexible Rectified Linear Units for Improving Convolutional Neural Networks Suo Qiu Xiangmin Xu Bolun Cai 11 12 0 25 Jun 2017
CAN: Creative Adversarial Networks, Generating "Art" by Learning About Styles and Deviating from Style Norms Ahmed Elgammal Bingchen Liu Mohamed Elhoseiny Marian Mazzone GAN 13 458 0 21 Jun 2017
Towards the Improvement of Automated Scientific Document Categorization by Deep Learning Thomas Krause 23 0 0 18 Jun 2017
3D Mesh Segmentation via Multi-branch 1D Convolutional Neural Networks D. George Xianghua Xie G. Tam 3DV 3DPC 16 42 0 31 May 2017
S-OHEM: Stratified Online Hard Example Mining for Object Detection Min-ne Li Zhaoning Zhang Hao Yu Xinyuan Chen Dongsheng Li ObjD 9 16 0 05 May 2017
Compressing DMA Engine: Leveraging Activation Sparsity for Training Deep Neural Networks Minsoo Rhu Mike O'Connor Niladrish Chatterjee Jeff Pool S. Keckler 25 176 0 03 May 2017
Good Features to Correlate for Visual Tracking Student Member Ieee Erhan Gundogdu Aydin Alatan 18 150 0 20 Apr 2017
Recurrent Environment Simulators Silvia Chiappa S. Racanière Daan Wierstra S. Mohamed 20 206 0 07 Apr 2017
Active Convolution: Learning the Shape of Convolution for Image Classification Yunho Jeon Junmo Kim 21 170 0 27 Mar 2017
Learning to Discover Cross-Domain Relations with Generative Adversarial Networks Taeksoo Kim Moonsu Cha Hyunsoo Kim Jung Kwon Lee Jiwon Kim GAN OOD 34 1,973 0 15 Mar 2017
Toward high-performance online HCCR: a CNN approach with DropDistortion, path signature and spatial stochastic max-pooling Songxuan Lai Lianwen Jin Weixin Yang 21 41 0 24 Feb 2017
Language Independent Single Document Image Super-Resolution using CNN for improved recognition R. Pandey A. G. Ramakrishnan SupR 16 11 0 30 Jan 2017
Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale F. Iandola 3DV 24 18 0 20 Dec 2016
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris N. Metaxas GAN 41 2,702 0 10 Dec 2016
DeepCancer: Detecting Cancer through Gene Expressions via Deep Generative Learning R. R. Bhat Vivek Viswanath Xiaolin Li MedIm 16 12 0 09 Dec 2016
On-Demand Learning for Deep Image Restoration Ruohan Gao Kristen Grauman 21 78 0 05 Dec 2016
Learning to Generate Images of Outdoor Scenes from Attributes and Semantic Layouts Levent Karacan Zeynep Akata Aykut Erdem Erkut Erdem GAN 31 186 0 01 Dec 2016
Learning Filter Banks Using Deep Learning For Acoustic Signals Shuhui Qu Juncheng Billy Li Wei Dai Samarjit Das 16 1 0 29 Nov 2016
Time Series Classification from Scratch with Deep Neural Networks: A Strong Baseline Zhiguang Wang Weizhong Yan Tim Oates AI4TS 21 1,632 0 20 Nov 2016
DelugeNets: Deep Networks with Efficient and Flexible Cross-layer Information Inflows Jason Kuen Xiangfei Kong G. Wang Yap-Peng Tan 12 14 0 17 Nov 2016
Cost-Sensitive Deep Learning with Layer-Wise Cost Estimation Yu-An Chung Shao-Wen Yang Hsuan-Tien Lin 18 2 0 16 Nov 2016
CIFAR-10: KNN-based Ensemble of Classifiers Yehya Abouelnaga Ola S. Ali Hager Rady Mohamed N. Moustafa FedML 16 65 0 15 Nov 2016
Deep disentangled representations for volumetric reconstruction Edward Grant Pushmeet Kohli Marcel van Gerven 3DV 13 30 0 12 Oct 2016
Learning Low Dimensional Convolutional Neural Networks for High-Resolution Remote Sensing Image Retrieval Weixun Zhou Shawn D. Newsam Congmin Li Z. Shao 36 183 0 10 Oct 2016
Generating Videos with Scene Dynamics Carl Vondrick Hamed Pirsiavash Antonio Torralba GAN VGen 69 1,460 0 08 Sep 2016
Lets keep it simple, Using simple architectures to outperform deeper and more complex architectures S. H. HasanPour Mohammad Rouhani Mohsen Fayyaz Mohammad Sabokrou 18 118 0 22 Aug 2016
Dense semantic labeling of sub-decimeter resolution images with convolutional neural networks Michele Volpi D. Tuia SSeg 15 474 0 02 Aug 2016
Acoustic scene classification using convolutional neural network and multiple-width frequency-delta data augmentation Yoonchang Han Kyogu Lee 33 48 0 08 Jul 2016
Alternating Back-Propagation for Generator Network Tian Han Yang Lu Song-Chun Zhu Ying Nian Wu 13 4 0 28 Jun 2016