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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
Deep Visual City Recognition Visualization Xiangwei Shi Seyran Khademi Jan van Gemert SSL HAI FAtt 47 4 0 06 May 2019
Better the Devil you Know: An Analysis of Evasion Attacks using Out-of-Distribution Adversarial Examples Vikash Sehwag A. Bhagoji Liwei Song Chawin Sitawarin Daniel Cullina M. Chiang Prateek Mittal OODD 77 26 0 05 May 2019
Visualizing Deep Networks by Optimizing with Integrated Gradients Zhongang Qi Saeed Khorram Fuxin Li FAtt 83 125 0 02 May 2019
Full-Gradient Representation for Neural Network Visualization Suraj Srinivas François Fleuret MILM FAtt 107 278 0 02 May 2019
Similarity of Neural Network Representations Revisited Simon Kornblith Mohammad Norouzi Honglak Lee Geoffrey E. Hinton 180 1,440 0 01 May 2019
Evaluating Recurrent Neural Network Explanations L. Arras Ahmed Osman K. Müller Wojciech Samek XAI FAtt 117 88 0 26 Apr 2019
Deep Multi-View Learning using Neuron-Wise Correlation-Maximizing Regularizers Kui Jia Jiehong Lin Mingkui Tan Dacheng Tao 3DV 60 32 0 25 Apr 2019
Learning Discriminative Features Via Weights-biased Softmax Loss Xiaobin Li Weiqiang Wang 28 24 0 25 Apr 2019
Computer-aided diagnosis in histopathological images of the endometrium using a convolutional neural network and attention mechanisms Hao Sun Xianxu Zeng Tao Xu G. Peng Yutao Ma 61 96 0 24 Apr 2019
Neural Collaborative Subspace Clustering Tong Zhang Pan Ji Mehrtash Harandi Wen-bing Huang Hongdong Li 62 72 0 24 Apr 2019
Detecting inter-sectional accuracy differences in driver drowsiness detection algorithms Mkhuseli Ngxande J. Tapamo Michael G. Burke 51 12 0 23 Apr 2019
Inner-Imaging Networks: Put Lenses into Convolutional Structure Yang Hu Guihua Wen Mingnan Luo Dan Dai Wenming Cao Zhiwen Yu Wendy Hall 33 2 0 22 Apr 2019
ChoiceNet: CNN learning through choice of multiple feature map representations Farshid Rayhan Aphrodite Galata Tim Cootes SSeg 43 6 0 20 Apr 2019
LEARNet Dynamic Imaging Network for Micro Expression Recognition Monu Verma Santosh Kumar Vipparthi Girdhari Singh Subrahmanyam Murala 59 102 0 20 Apr 2019
Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation Fabian Eitel Emily Soehler J. Bellmann-Strobl A. Brandt K. Ruprecht ... M. Weygandt J. Haynes M. Scheel Friedemann Paul K. Ritter 82 134 0 18 Apr 2019
ZK-GanDef: A GAN based Zero Knowledge Adversarial Training Defense for Neural Networks Guanxiong Liu Issa M. Khalil Abdallah Khreishah AAML 50 18 0 17 Apr 2019
Counterfactual Visual Explanations Yash Goyal Ziyan Wu Jan Ernst Dhruv Batra Devi Parikh Stefan Lee CML 95 511 0 16 Apr 2019
Deep neural networks can predict mortality from 12-lead electrocardiogram voltage data S. Raghunath Alvaro E. Ulloa Cerna Linyuan Jing David P. vanMaanen Joshua V. Stough ... B. Delisle Amro Alsaid Dominik Beer C. Haggerty Brandon K. Fornwalt 43 186 0 15 Apr 2019
GA-Net: Guided Aggregation Net for End-to-end Stereo Matching Feihu Zhang V. Prisacariu Ruigang Yang Philip Torr 3DV 92 688 0 13 Apr 2019
An Analysis of Pre-Training on Object Detection Hengduo Li Bharat Singh Mahyar Najibi Zuxuan Wu L. Davis ObjD 60 39 0 11 Apr 2019
Software and application patterns for explanation methods Maximilian Alber 80 11 0 09 Apr 2019
$$\mathcal{G}$-softmax: Improving Intra-class Compactness and Inter-class Separability of Features$ $\mathcal{G}$ -softmax: Improving Intra-class Compactness and Inter-class Separability of Features Yan Luo Yongkang Wong Mohan Kankanhalli Qi Zhao 84 37 0 08 Apr 2019
Improving Image Classification Robustness through Selective CNN-Filters Fine-Tuning Alessandro Bianchi Moreno Raimondo Vendra P. Protopapas Marco Brambilla 20 8 0 08 Apr 2019
Visualization of Convolutional Neural Networks for Monocular Depth Estimation Junjie Hu Yan Zhang Takayuki Okatani MDE 127 83 0 06 Apr 2019
The Information Complexity of Learning Tasks, their Structure and their Distance Alessandro Achille Giovanni Paolini G. Mbeng Stefano Soatto 60 52 0 05 Apr 2019
SDC - Stacked Dilated Convolution: A Unified Descriptor Network for Dense Matching Tasks René Schuster Oliver Wasenmüller C. Unger D. Stricker MDE 90 50 0 05 Apr 2019
Hardware-friendly Neural Network Architecture for Neuromorphic Computing Roshan Gopalakrishnan Yansong Chua A. Kumar 16 3 0 03 Apr 2019
Finding and Visualizing Weaknesses of Deep Reinforcement Learning Agents Christian Rupprecht Cyril Ibrahim C. Pal 96 32 0 02 Apr 2019
Relative Attributing Propagation: Interpreting the Comparative Contributions of Individual Units in Deep Neural Networks Woo-Jeoung Nam Shir Gur Jaesik Choi Lior Wolf Seong-Whan Lee FAtt 83 99 0 01 Apr 2019
Brain Tissue Segmentation Using NeuroNet With Different Pre-processing Techniques F. I. Tushar Basel Alyafi Md. Kamrul Hasan Lavsen Dahal 32 11 0 29 Mar 2019
Deep Network for Capacitive ECG Denoising Vignesh Ravichandran Balamurali Murugesan Sharath M. Shankaranarayana Keerthi Ram P. PreejithS. J. Joseph M. Sivaprakasam 34 12 0 29 Mar 2019
Improving Object Detection with Inverted Attention Zeyi Huang Wei Ke Dong Huang 77 32 0 28 Mar 2019
Bridging Adversarial Robustness and Gradient Interpretability Beomsu Kim Junghoon Seo Taegyun Jeon AAML 84 40 0 27 Mar 2019
On Attribution of Recurrent Neural Network Predictions via Additive Decomposition Mengnan Du Ninghao Liu Fan Yang Shuiwang Ji Helen Zhou FAtt 71 51 0 27 Mar 2019
Explaining Deep Neural Networks with a Polynomial Time Algorithm for Shapley Values Approximation Marco Ancona Cengiz Öztireli Markus Gross FAtt TDI 121 229 0 26 Mar 2019
Attention Based Glaucoma Detection: A Large-scale Database and CNN Model Liu Li Mai Xu Xiaofei Wang Lai Jiang Hanruo Liu 95 205 0 26 Mar 2019
The LogBarrier adversarial attack: making effective use of decision boundary information Chris Finlay Aram-Alexandre Pooladian Adam M. Oberman AAML 79 25 0 25 Mar 2019
Explaining Reinforcement Learning to Mere Mortals: An Empirical Study Andrew Anderson Jonathan Dodge Amrita Sadarangani Zoe Juozapaitis E. Newman Jed Irvine Souti Chattopadhyay Alan Fern Margaret Burnett FAtt 64 67 0 22 Mar 2019
Kernel-based Translations of Convolutional Networks Corinne Jones Vincent Roulet Zaïd Harchaoui 49 5 0 19 Mar 2019
Improving Neural Architecture Search Image Classifiers via Ensemble Learning Vladimir Macko Charles Weill Hanna Mazzawi J. Gonzalvo 50 17 0 14 Mar 2019
DeepOBS: A Deep Learning Optimizer Benchmark Suite Frank Schneider Lukas Balles Philipp Hennig ODL 124 71 0 13 Mar 2019
A Learnable ScatterNet: Locally Invariant Convolutional Layers Fergal Cotter N. Kingsbury 51 22 0 07 Mar 2019
GanDef: A GAN based Adversarial Training Defense for Neural Network Classifier Guanxiong Liu Issa M. Khalil Abdallah Khreishah GAN AAML 65 19 0 06 Mar 2019
An Optimistic Acceleration of AMSGrad for Nonconvex Optimization Jun-Kun Wang Xiaoyun Li Belhal Karimi Ping Li ODL 46 1 0 04 Mar 2019
Aggregating explanation methods for stable and robust explainability Laura Rieger Lars Kai Hansen AAML FAtt 57 12 0 01 Mar 2019
A novel method for extracting interpretable knowledge from a spiking neural classifier with time-varying synaptic weights Abeegithan Jeyasothy Suresh Sundaram Savitha Ramasamy N. Sundararajan 35 4 0 28 Feb 2019
Unmasking Clever Hans Predictors and Assessing What Machines Really Learn Sebastian Lapuschkin S. Wäldchen Alexander Binder G. Montavon Wojciech Samek K. Müller 106 1,022 0 26 Feb 2019
Separating the EoR Signal with a Convolutional Denoising Autoencoder: A Deep-learning-based Method Weitian Li Haiguang Xu Zhixian Ma Ruimin Zhu D. Hu Zhenghao Zhu Junhua Gu C. Shan Jie Zhu Xiang-Ping Wu 84 26 0 25 Feb 2019
Re-evaluating ADEM: A Deeper Look at Scoring Dialogue Responses Ananya B. Sai Mithun Das Gupta Mitesh M. Khapra Mukundhan Srinivasan 90 48 0 23 Feb 2019
Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology David Tellez G. Litjens Péter Bándi W. Bulten J. Bokhorst F. Ciompi Jeroen van der Laak MedIm OOD 64 490 0 18 Feb 2019