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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
Data Augmentation using Random Image Cropping and Patching for Deep CNNs Ryo Takahashi Takashi Matsubara K. Uehara 102 331 0 22 Nov 2018
Convolutional Neural Networks with Transformed Input based on Robust Tensor Network Decomposition Jenn-Bing Ong W. Ng C.-C. Jay Kuo AAML 53 0 0 20 Nov 2018
Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging Qingjie Meng Matthew Sinclair V. Zimmer Benjamin Hou Martin Rajchl ... J. Housden Jacqueline Matthew Daniel Rueckert Julia A. Schnabel Bernhard Kainz 41 1 0 20 Nov 2018
Explain to Fix: A Framework to Interpret and Correct DNN Object Detector Predictions Denis A. Gudovskiy Alec Hodgkinson Takuya Yamaguchi Yasunori Ishii Sotaro Tsukizawa FAtt 74 13 0 19 Nov 2018
Sharpen Focus: Learning with Attention Separability and Consistency Lezi Wang Ziyan Wu Srikrishna Karanam Kuan-Chuan Peng Rajat Vikram Singh Bo Liu Dimitris N. Metaxas 100 36 0 19 Nov 2018
Accelerating the Evolution of Convolutional Neural Networks with Node-Level Mutations and Epigenetic Weight Initialization Travis J. Desell 27 9 0 17 Nov 2018
Stacking-Based Deep Neural Network: Deep Analytic Network for Pattern Classification C. Low Jaewoo Park Andrew Beng Jin Teoh 119 42 0 17 Nov 2018
PydMobileNet: Improved Version of MobileNets with Pyramid Depthwise Separable Convolution Van-Thanh Hoang K. Jo 58 3 0 17 Nov 2018
The Perfect Match: 3D Point Cloud Matching with Smoothed Densities Zan Gojcic Caifa Zhou Jan Dirk Wegner A. Wieser 3DPC 3DV 105 462 0 16 Nov 2018
Selective Feature Connection Mechanism: Concatenating Multi-layer CNN Features with a Feature Selector Chen Du Chunheng Wang Yanna Wang Cunzhao Shi Baihua Xiao 51 43 0 15 Nov 2018
An Overview of Computational Approaches for Interpretation Analysis Philipp Blandfort Jörn Hees D. Patton 51 2 0 09 Nov 2018
Cross and Learn: Cross-Modal Self-Supervision Nawid Sayed Biagio Brattoli Bjorn Ommer SSL 96 78 0 09 Nov 2018
Explaining Deep Learning Models - A Bayesian Non-parametric Approach Wenbo Guo Sui Huang Yunzhe Tao Masashi Sugiyama Lin Lin BDL 53 47 0 07 Nov 2018
A Biologically Plausible Learning Rule for Deep Learning in the Brain Isabella Pozzi Michael Felsberg Fahad Shahbaz Khan AI4CE 86 31 0 05 Nov 2018
Towards the AlexNet Moment for Homomorphic Encryption: HCNN, theFirst Homomorphic CNN on Encrypted Data with GPUs Ahmad Al Badawi Jin Chao Jie Lin Chan Fook Mun Sim Jun Jie B. Tan Xiao Nan Khin Mi Mi Aung V. Chandrasekhar 88 64 0 02 Nov 2018
Stochastic Normalizations as Bayesian Learning Alexander Shekhovtsov B. Flach UQCV BDL 70 15 0 01 Nov 2018
Hybrid Knowledge Routed Modules for Large-scale Object Detection Chenhan Jiang Hang Xu Xiangdan Liang Liang Lin VLM ObjD 81 88 0 30 Oct 2018
DeepSphere: Efficient spherical Convolutional Neural Network with HEALPix sampling for cosmological applications Nathanael Perraudin M. Defferrard T. Kacprzak R. Sgier 102 172 0 29 Oct 2018
Automatically Evolving CNN Architectures Based on Blocks Yizhou Sun Bing Xue Mengjie Zhang Gary G. Yen 3DV 58 27 0 28 Oct 2018
Fabrik: An Online Collaborative Neural Network Editor Utsav Garg Viraj Prabhu Deshraj Yadav Ram Ramrakhya Harsh Agrawal Dhruv Batra GNN 65 4 0 27 Oct 2018
Cross-Modal Distillation for RGB-Depth Person Re-Identification Frank M. Hafner Amran H. Bhuyian Julian F. P. Kooij Eric Granger 49 26 0 27 Oct 2018
A Volumetric Convolutional Neural Network for Brain Tumor Segmentation Ryan Sherman 45 4 0 27 Oct 2018
Reducing over-smoothness in speech synthesis using Generative Adversarial Networks Leyuan Sheng Evgeny Nikolaevich Pavlovskiy GAN 55 9 0 25 Oct 2018
Brand > Logo: Visual Analysis of Fashion Brands M. Kiapour Robinson Piramuthu 40 7 0 23 Oct 2018
Bioresorbable Scaffold Visualization in IVOCT Images Using CNNs and Weakly Supervised Localization N. Gessert S. Latus Youssef S. Abdelwahed D. Leistner Matthias Lutz Alexander Schlaefer 46 6 0 22 Oct 2018
Introducing Curvature to the Label Space Conor Sheehan Ben Day Pietro Lio 16 0 0 22 Oct 2018
Event-triggered Natural Hazard Monitoring with Convolutional Neural Networks on the Edge Matthias Meyer Timo Farei-Campagna Akos Pasztor Reto Da Forno Tonio Gsell Jérome Faillettaz Andreas Vieli S. Weber J. Beutel Lothar Thiele 40 35 0 22 Oct 2018
Detecting cities in aerial night-time images by learning structural invariants using single reference augmentation P. Sadler 3DPC 35 1 0 19 Oct 2018
Sequenced-Replacement Sampling for Deep Learning C. Ho Dae Hoon Park Wei Yang Yi Chang 35 0 0 19 Oct 2018
Learning Inward Scaled Hypersphere Embedding: Exploring Projections in Higher Dimensions Muhammad Kamran Janjua Shah Nawaz Alessandro Calefati I. Gallo 23 0 0 16 Oct 2018
A Closer Look at Structured Pruning for Neural Network Compression Elliot J. Crowley Jack Turner Amos Storkey Michael F. P. O'Boyle 3DPC 80 31 0 10 Oct 2018
Automatic Configuration of Deep Neural Networks with EGO Bas van Stein Hao Wang Thomas Bäck 18 17 0 10 Oct 2018
What made you do this? Understanding black-box decisions with sufficient input subsets Brandon Carter Jonas W. Mueller Siddhartha Jain David K Gifford FAtt 90 78 0 09 Oct 2018
Deep Learning with the Random Neural Network and its Applications Yonghua Yin 22 10 0 08 Oct 2018
Local Explanation Methods for Deep Neural Networks Lack Sensitivity to Parameter Values Julius Adebayo Justin Gilmer Ian Goodfellow Been Kim FAtt AAML 79 129 0 08 Oct 2018
Sanity Checks for Saliency Maps Julius Adebayo Justin Gilmer M. Muelly Ian Goodfellow Moritz Hardt Been Kim FAtt AAML XAI 203 1,973 0 08 Oct 2018
Hartley Spectral Pooling for Deep Learning Huatian Zhang Jianwei Ma 66 25 0 07 Oct 2018
Text-based Sentiment Analysis and Music Emotion Recognition Erion Çano 27 6 0 06 Oct 2018
Weighted Sigmoid Gate Unit for an Activation Function of Deep Neural Network Masayuki Tanaka 63 56 0 03 Oct 2018
Interpreting Layered Neural Networks via Hierarchical Modular Representation C. Watanabe 84 19 0 03 Oct 2018
Improved robustness to adversarial examples using Lipschitz regularization of the loss Chris Finlay Adam M. Oberman B. Abbasi 80 34 0 01 Oct 2018
Interpretable Spatio-temporal Attention for Video Action Recognition Lili Meng Bo Zhao B. Chang Gao Huang Wei Sun Fred Tung Leonid Sigal 103 83 0 01 Oct 2018
Adversarial Attacks and Defences: A Survey Anirban Chakraborty Manaar Alam Vishal Dey Anupam Chattopadhyay Debdeep Mukhopadhyay AAML OOD 148 683 0 28 Sep 2018
Rethinking Self-driving: Multi-task Knowledge for Better Generalization and Accident Explanation Ability Zhihao Li Toshiyuki Motoyoshi Kazuma Sasaki T. Ogata S. Sugano LRM 77 39 0 28 Sep 2018
Automatic brain tumor grading from MRI data using convolutional neural networks and quality assessment Sérgio Pereira Raphael Meier Victor Alves M. Reyes Carlos Alberto Silva 50 80 0 25 Sep 2018
Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue Yutao Ma Tao Xu Xiaolei Huang Xiaofang Wang Canyu Li ... Baojin Wang Yihong Wang Zhan Zhang Xiaoan Zhang Chao Zhou 55 26 0 17 Sep 2018
Scattering Networks for Hybrid Representation Learning Edouard Oyallon Sergey Zagoruyko Gabriel Huang N. Komodakis Simon Lacoste-Julien Matthew Blaschko Eugene Belilovsky 66 86 0 17 Sep 2018
Non-iterative recomputation of dense layers for performance improvement of DCNN Yimin Yang Q. M. J. Wu Xiexing Feng Akilan Thangarajah 23 2 0 14 Sep 2018
Deep Learning in Information Security S. Thaler Vlado Menkovski M. Petković 63 10 0 12 Sep 2018
Abstraction Learning Fei Deng Jinsheng Ren Feng Chen 3DH OCL 13 0 0 11 Sep 2018