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Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units

16 March 2016

Papers citing "Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units"

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Title
Full-Stack Filters to Build Minimum Viable CNNs Kai Han Yunhe Wang Yixing Xu Chunjing Xu Dacheng Tao Chang Xu MQ 39 3 0 06 Aug 2019
Exploiting the Redundancy in Convolutional Filters for Parameter Reduction Kumara Kahatapitiya Ranga Rodrigo 25 0 0 26 Jul 2019
Neural Epitome Search for Architecture-Agnostic Network Compression Daquan Zhou Xiaojie Jin Qibin Hou Kaixin Wang Jianchao Yang Jiashi Feng 91 13 0 12 Jul 2019
Deep learning in ultrasound imaging Ruud J. G. van Sloun Regev Cohen Yonina C. Eldar 102 229 0 05 Jul 2019
Exploiting Prunability for Person Re-Identification Hugo Masson Amran Bhuiyan Le Thanh Nguyen-Meidine Mehrsan Javan P. Siva Ismail Ben Ayed Eric Granger 67 9 0 04 Jul 2019
Large Scale Adversarial Representation Learning Jeff Donahue Karen Simonyan SSL 141 545 0 04 Jul 2019
SymNet: Symmetrical Filters in Convolutional Neural Networks Gregory Dzhezyan H. Cecotti 21 7 0 10 Jun 2019
Static Activation Function Normalization Pierre Harvey Richemond Yike Guo 18 0 0 03 May 2019
Approximation and Non-parametric Estimation of ResNet-type Convolutional Neural Networks Kenta Oono Taiji Suzuki 131 58 0 24 Mar 2019
A Constructive Approach for One-Shot Training of Neural Networks Using Hypercube-Based Topological Coverings W. B. Daniel Enoch Yeung 28 2 0 09 Jan 2019
Soft Autoencoder and Its Wavelet Adaptation Interpretation Fenglei Fan Mengzhou Li Yueyang Teng Ge Wang 57 3 0 31 Dec 2018
Parameter-Free Spatial Attention Network for Person Re-Identification Haoran Wang Yue Fan Zexin Wang L. Jiao Bernt Schiele 3DPC 81 76 0 29 Nov 2018
Deep Convolutional Neural Network for Plant Seedlings Classification Daniel K. Nkemelu Daniel Omeiza Nancy Lubalo 42 31 0 20 Nov 2018
Multi-layer Pruning Framework for Compressing Single Shot MultiBox Detector Pravendra Singh Manikandan Ravikiran Neeraj Matiyali Vinay P. Namboodiri 69 21 0 20 Nov 2018
RePr: Improved Training of Convolutional Filters Aaditya (Adi) Prakash J. Storer D. Florêncio Cha Zhang VLM CVBM 93 57 0 18 Nov 2018
Sorting out Lipschitz function approximation Cem Anil James Lucas Roger C. Grosse 98 325 0 13 Nov 2018
Diagnosing Convolutional Neural Networks using their Spectral Response V. Stamatescu Mark D Mcdonnell 42 3 0 08 Oct 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 235 2,467 0 06 Sep 2018
Efficient Fusion of Sparse and Complementary Convolutions Chun-Fu Chen Quanfu Fan Marco Pistoia G. Lee 30 0 0 07 Aug 2018
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 202 4,031 0 15 Jul 2018
Analysis of Invariance and Robustness via Invertibility of ReLU-Networks Jens Behrmann Sören Dittmer Pascal Fernsel Peter Maass 100 12 0 25 Jun 2018
Magnetic Resonance Spectroscopy Quantification using Deep Learning Nima Hatami M. Sdika H. Ratiney 53 42 0 19 Jun 2018
Training Generative Reversible Networks R. Schirrmeister Patryk Chrabkaszcz Frank Hutter T. Ball BDL GAN 52 8 0 05 Jun 2018
Learning towards Minimum Hyperspherical Energy Weiyang Liu Rongmei Lin Ziqiang Liu Lixin Liu Zhiding Yu Bo Dai Le Song 137 151 0 23 May 2018
Parsimonious Bayesian deep networks Mingyuan Zhou BDL 43 8 0 22 May 2018
Progressive Neural Networks for Image Classification Zhi Zhang G. Ning Yigang Cen Yongqian Li Zhiqun Zhao Hao Sun Zhihai He 13 8 0 25 Apr 2018
Speaker-independent raw waveform model for glottal excitation Lauri Juvela Vassilis Tsiaras Bajibabu Bollepalli Manu Airaksinen Junichi Yamagishi P. Alku 54 39 0 25 Apr 2018
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 240 1,312 0 23 Apr 2018
Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences Marcel Trotzek Sven Koitka Christoph M. Friedrich 66 201 0 19 Apr 2018
Developing Synthesis Flows Without Human Knowledge Cunxi Yu Houping Xiao G. Micheli 62 89 0 16 Apr 2018
What Do We Understand About Convolutional Networks? Isma Hadji Richard P. Wildes FAtt 64 99 0 23 Mar 2018
Improving GANs Using Optimal Transport Tim Salimans Han Zhang Alec Radford Dimitris N. Metaxas OT GAN 102 324 0 15 Mar 2018
Exponential Discriminative Metric Embedding in Deep Learning Bowen Wu Zhangling Chen Jun Wang Hua-Ming Wu 61 11 0 07 Mar 2018
L2-Nonexpansive Neural Networks Haifeng Qian M. Wegman 75 74 0 22 Feb 2018
A Study into the similarity in generator and discriminator in GAN architecture Arjun Karuvally GAN 22 1 0 21 Feb 2018
Camera-based vehicle velocity estimation from monocular video Moritz Kampelmühler M. Müller Christoph Feichtenhofer 43 29 0 20 Feb 2018
A Deep Reinforcement Learning Approach for Dynamically Stable Inverse Kinematics of Humanoid Robots S. Teja Parijat Dewangan P. Guhan Abhishek Sarkar K Madhava Krishna 70 55 0 31 Jan 2018
Meshed Up: Learnt Error Correction in 3D Reconstructions Michael Tanner Stefan Saftescu Alex Bewley Paul Newman 3DV 32 6 0 27 Jan 2018
PixelBNN: Augmenting the PixelCNN with batch normalization and the presentation of a fast architecture for retinal vessel segmentation Henry A. Leopold Jeff Orchard John S. Zelek Vasudevan Lakshminarayanan 54 61 0 19 Dec 2017
Solving internal covariate shift in deep learning with linked neurons Carles Roger Riera Molina O. Vila OffRL 40 3 0 07 Dec 2017
Modular Continual Learning in a Unified Visual Environment Kevin T. Feigelis Blue Sheffer Daniel L. K. Yamins 27 0 0 20 Nov 2017
A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning Marc Lanctot V. Zambaldi A. Gruslys Angeliki Lazaridou K. Tuyls Julien Perolat David Silver T. Graepel 147 639 0 02 Nov 2017
A Survey of Model Compression and Acceleration for Deep Neural Networks Yu Cheng Duo Wang Pan Zhou Zhang Tao 162 1,101 0 23 Oct 2017
Searching for Activation Functions Prajit Ramachandran Barret Zoph Quoc V. Le 97 612 0 16 Oct 2017
Energy-Based Spherical Sparse Coding Bailey Kong Charless C. Fowlkes 42 1 0 04 Oct 2017
Rethink ReLU to Training Better CNNs Gangming Zhao Zhaoxiang Zhang He Guan Peng Tang Jingdong Wang 55 6 0 19 Sep 2017
Shifting Mean Activation Towards Zero with Bipolar Activation Functions L. Eidnes Arild Nøkland 63 18 0 12 Sep 2017
A Spatiotemporal Oriented Energy Network for Dynamic Texture Recognition Isma Hadji Richard P. Wildes 77 27 0 22 Aug 2017
FaceBoxes: A CPU Real-time Face Detector with High Accuracy Shifeng Zhang Xiangyu Zhu Zhen Lei Hailin Shi Xiaobo Wang Stan Z. Li CVBM ObjD 92 272 0 17 Aug 2017
Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation Binghui Chen Weihong Deng Junping Du 73 125 0 12 Aug 2017