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Striving for Simplicity: The All Convolutional Net

21 December 2014

Jost Tobias Springenberg

Alexey Dosovitskiy

Thomas Brox

Martin Riedmiller

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Papers citing "Striving for Simplicity: The All Convolutional Net"

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Title
Hierarchical interpretations for neural network predictions Chandan Singh W. James Murdoch Bin Yu 84 146 0 14 Jun 2018
Early Seizure Detection with an Energy-Efficient Convolutional Neural Network on an Implantable Microcontroller Maria Hügle S. Heller Manuel Watter Manuel Blum F. Manzouri M. Dümpelmann A. Schulze-Bonhage P. Woias Joschka Boedecker 48 43 0 12 Jun 2018
Understanding Patch-Based Learning by Explaining Predictions Christopher J. Anders G. Montavon Wojciech Samek K. Müller UQCV FAtt 62 6 0 11 Jun 2018
NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation Pipelines Martin Rajchl Nick Pawlowski Daniel Rueckert Paul M. Matthews Ben Glocker SSeg 69 35 0 11 Jun 2018
A Note about: Local Explanation Methods for Deep Neural Networks lack Sensitivity to Parameter Values Mukund Sundararajan Ankur Taly FAtt 46 21 0 11 Jun 2018
Data augmentation instead of explicit regularization Alex Hernández-García Peter König 111 144 0 11 Jun 2018
Quantitative Phase Imaging and Artificial Intelligence: A Review YoungJu Jo Hyungjoon Cho Sang Yun Lee Gunho Choi Geon Kim Hyun-Seok Min Yongkeun Park 100 155 0 06 Jun 2018
Rethinking Radiology: An Analysis of Different Approaches to BraTS William Bakst Linus Meyer-Teruel Jasdeep Singh 28 2 0 06 Jun 2018
Spatial Frequency Loss for Learning Convolutional Autoencoders N. Ichimura 31 9 0 06 Jun 2018
EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching from Scratch Jian Ren Zhe Li Jianchao Yang N. Xu Tianbao Yang D. Foran 78 17 0 05 Jun 2018
Backdrop: Stochastic Backpropagation Siavash Golkar Kyle Cranmer 50 2 0 04 Jun 2018
Differential Diagnosis for Pancreatic Cysts in CT Scans Using Densely-Connected Convolutional Networks Hongwei Bran Li Kanru Lin M. Reichert Lina Xu R. Braren D. Fu R. Schmid Ji Li Bjoern Menze Kuangyu Shi MedIm 38 29 0 04 Jun 2018
Disconnected Manifold Learning for Generative Adversarial Networks Mahyar Khayatkhoei Ahmed Elgammal Maneesh Kumar Singh GAN 95 77 0 03 Jun 2018
IGCV3: Interleaved Low-Rank Group Convolutions for Efficient Deep Neural Networks Ke Sun Mingjie Li Dong Liu Jingdong Wang 124 126 0 01 Jun 2018
Respond-CAM: Analyzing Deep Models for 3D Imaging Data by Visualizations Guannan Zhao Bo Zhou Kaiwen Wang Rui Jiang Min Xu FAtt MedIm 71 48 0 31 May 2018
Defending Against Machine Learning Model Stealing Attacks Using Deceptive Perturbations Taesung Lee Ben Edwards Ian Molloy D. Su AAML 134 41 0 31 May 2018
How Important Is a Neuron? Kedar Dhamdhere Mukund Sundararajan Qiqi Yan FAtt GNN 77 131 0 30 May 2018
Rice Classification Using Spatio-Spectral Deep Convolutional Neural Network I. Chatnuntawech Kittipong Tantisantisom P. Khanchaitit T. Boonkoom B. Bilgiç Ekapol Chuangsuwanich 32 26 0 29 May 2018
Lightweight Probabilistic Deep Networks Jochen Gast Stefan Roth UQCV OOD BDL 93 183 0 29 May 2018
Video Anomaly Detection and Localization via Gaussian Mixture Fully Convolutional Variational Autoencoder Yaxiang Fan G. Wen Deren Li S. Qiu M. Levine DRL 68 213 0 29 May 2018
Object-Oriented Dynamics Predictor Guangxiang Zhu Zhiao Huang Chongjie Zhang AI4CE 89 35 0 25 May 2018
Semantic Network Interpretation Pei Guo Ryan Farrell MILM FAtt 34 0 0 23 May 2018
Classifier-agnostic saliency map extraction Konrad Zolna Krzysztof J. Geras Kyunghyun Cho 78 29 0 21 May 2018
Wavelet Convolutional Neural Networks S. Fujieda Kohei Takayama T. Hachisuka 68 129 0 20 May 2018
Sampling-Free Variational Inference of Bayesian Neural Networks by Variance Backpropagation Manuel Haussmann Fred Hamprecht M. Kandemir BDL 72 6 0 19 May 2018
Dynamic learning rate using Mutual Information Shrihari Vasudevan 21 6 0 18 May 2018
A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations Weili Nie Yang Zhang Ankit B. Patel FAtt 179 151 0 18 May 2018
Towards Explaining Anomalies: A Deep Taylor Decomposition of One-Class Models Jacob R. Kauffmann K. Müller G. Montavon DRL 77 98 0 16 May 2018
Did the Model Understand the Question? Pramod Kaushik Mudrakarta Ankur Taly Mukund Sundararajan Kedar Dhamdhere ELM OOD FAtt 85 199 0 14 May 2018
Energy Efficient Hadamard Neural Networks T. C. Deveci Serdar Çakır A. Enis Cetin 49 18 0 14 May 2018
Adaptive Selection of Deep Learning Models on Embedded Systems Ben Taylor Vicent Sanz Marco W. Wolff Yehia El-khatib Zheng Wang 36 13 0 11 May 2018
Robust Classification with Convolutional Prototype Learning Hong-Ming Yang Xu-Yao Zhang Fei Yin Cheng-Lin Liu 69 346 0 09 May 2018
Visual Global Localization with a Hybrid WNN-CNN Approach Avelino Forechi Thiago Oliveira-Santos C. Badue Alberto F. de Souza 34 7 0 08 May 2018
N2RPP: An Adversarial Network to Rebuild Plantar Pressure for ACLD Patients Yi Zhang Zhengfei Wang Guoxiong Xu Hongshi Huang Wenxin Li GAN MedIm 14 0 0 08 May 2018
Unsupervised Learning using Pretrained CNN and Associative Memory Bank Qun Liu S. Mukhopadhyay 60 37 0 02 May 2018
Internal node bagging Shun Yi BDL 29 0 0 01 May 2018
Universal approximations of invariant maps by neural networks Dmitry Yarotsky 138 214 0 26 Apr 2018
STAN: Spatio-Temporal Adversarial Networks for Abnormal Event Detection Sangmin Lee Hak Gu Kim Yong Man Ro 3DPC GAN 60 83 0 23 Apr 2018
Understanding Regularization to Visualize Convolutional Neural Networks Maximilian Baust Florian Ludwig Christian Rupprecht Matthias Kohl S. Braunewell FAtt 54 4 0 20 Apr 2018
Attacking Convolutional Neural Network using Differential Evolution Jiawei Su Danilo Vasconcellos Vargas Kouichi Sakurai AAML 62 45 0 19 Apr 2018
IGCV $2$ : Interleaved Structured Sparse Convolutional Neural Networks Guotian Xie Jingdong Wang Ting Zhang Jianhuang Lai Richang Hong Guo-Jun Qi 115 106 0 17 Apr 2018
Learning to Exploit the Prior Network Knowledge for Weakly-Supervised Semantic Segmentation Carolina Redondo-Cabrera Marcos Baptista-Rios Roberto J. López-Sastre 60 34 0 13 Apr 2018
Pooling is neither necessary nor sufficient for appropriate deformation stability in CNNs Avraham Ruderman Neil C. Rabinowitz Ari S. Morcos Daniel Zoran 100 41 0 12 Apr 2018
VR IQA NET: Deep Virtual Reality Image Quality Assessment using Adversarial Learning Heoun-taek Lim Hak Gu Kim Yong Man Ro 33 48 0 11 Apr 2018
Ordinal Pooling Networks: For Preserving Information over Shrinking Feature Maps Ashwani Kumar FAtt 38 8 0 08 Apr 2018
Towards radiologist-level cancer risk assessment in CT lung screening using deep learning S. Trajanovski Dimitrios Mavroeidis C. Swisher B. Gebre Bastiaan S. Veeling ... C. Wald Brady J. McKee Sebastian Flacke H. MacMahon H. Pien 49 51 0 05 Apr 2018
Convolutional Neural Networks Regularized by Correlated Noise Shamak Dutta B. Tripp Graham W. Taylor 54 6 0 03 Apr 2018
DeepSigns: A Generic Watermarking Framework for IP Protection of Deep Learning Models B. Rouhani Huili Chen F. Koushanfar 130 48 0 02 Apr 2018
The Resistance to Label Noise in K-NN and DNN Depends on its Concentration Amnon Drory Oria Ratzon S. Avidan Raja Giryes 41 16 0 30 Mar 2018
Parallel Grid Pooling for Data Augmentation Akito Takeki Daiki Ikami Go Irie Kiyoharu Aizawa 56 7 0 30 Mar 2018