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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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Interpretation of Deep Temporal Representations by Selective Visualization of Internally Activated Nodes Sohee Cho Ginkyeng Lee Wonjoon Chang Jaesik Choi 73 16 0 27 Apr 2020
Quantization of Deep Neural Networks for Accumulator-constrained Processors B. Bruin Z. Zivkovic Henk Corporaal MQ 26 21 0 24 Apr 2020
Debiasing Skin Lesion Datasets and Models? Not So Fast Alceu Bissoto Eduardo Valle Sandra Avila 102 55 0 23 Apr 2020
Assessing the Reliability of Visual Explanations of Deep Models with Adversarial Perturbations Dan Valle Tiago Pimentel Adriano Veloso FAtt XAI AAML 40 3 0 22 Apr 2020
Understanding Integrated Gradients with SmoothTaylor for Deep Neural Network Attribution Gary S. W. Goh Sebastian Lapuschkin Leander Weber Wojciech Samek Alexander Binder FAtt 75 35 0 22 Apr 2020
Unsupervised Domain Adaptation through Inter-modal Rotation for RGB-D Object Recognition Mohammad Reza Loghmani Yu Sun Eric Tzeng Trevor Darrell Alexei A. Efros Markus Vincze 71 33 0 21 Apr 2020
How Do Neural Networks Estimate Optical Flow? A Neuropsychology-Inspired Study D. D. Jong Federico Paredes-Valles Guido de Croon 125 8 0 20 Apr 2020
A Committee of Convolutional Neural Networks for Image Classication in the Concurrent Presence of Feature and Label Noise Stanislaw Ka'zmierczak Jacek Mańdziuk 16 1 0 19 Apr 2020
One-vs-Rest Network-based Deep Probability Model for Open Set Recognition Jaeyeon Jang Chang Ouk Kim UQCV 54 12 0 17 Apr 2020
Spatially Attentive Output Layer for Image Classification Ildoo Kim Woonhyuk Baek Sungwoong Kim 35 25 0 16 Apr 2020
Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-rays S. Rajaraman Jenifer Siegelman P. Alderson Lucas S. Folio L. Folio Sameer Kiran Antani 59 268 0 16 Apr 2020
Weakly Supervised Deep Learning for COVID-19 Infection Detection and Classification from CT Images Shaoping Hu Yuan Gao Zhangming Niu Yinghui Jiang Lao Li ... E. Fang Wade Menpes-Smith Jun Xia Hui Ye Guang Yang 74 321 0 14 Apr 2020
Farmland Parcel Delineation Using Spatio-temporal Convolutional Networks Han Lin Aung Burak Uzkent Marshall Burke David B. Lobell Stefano Ermon 91 36 0 11 Apr 2020
Unveiling COVID-19 from Chest X-ray with deep learning: a hurdles race with small data Enzo Tartaglione C. Barbano C. Berzovini M. Calandri Marco Grangetto 71 186 0 11 Apr 2020
Energy Predictive Models for Convolutional Neural Networks on Mobile Platforms Crefeda Faviola Rodrigues Graham D. Riley M. Luján HAI 21 2 0 10 Apr 2020
Compiling Spiking Neural Networks to Neuromorphic Hardware Shihao Song Adarsha Balaji Anup Das Nagarajan Kandasamy J. Shackleford 76 42 0 07 Apr 2020
TSInsight: A local-global attribution framework for interpretability in time-series data Shoaib Ahmed Siddiqui Dominique Mercier Andreas Dengel Sheraz Ahmed FAtt AI4TS 50 12 0 06 Apr 2020
There and Back Again: Revisiting Backpropagation Saliency Methods Sylvestre-Alvise Rebuffi Ruth C. Fong Xu Ji Andrea Vedaldi FAtt XAI 68 113 0 06 Apr 2020
A Learning Framework for n-bit Quantized Neural Networks toward FPGAs Jun Chen Lu Liu Yong Liu Xianfang Zeng MQ 91 29 0 06 Apr 2020
AutoToon: Automatic Geometric Warping for Face Cartoon Generation Julia Gong Yannick Hold-Geoffroy Jingwan Lu 3DH CVBM 61 28 0 06 Apr 2020
Attribution in Scale and Space Shawn Xu Subhashini Venugopalan Mukund Sundararajan FAtt BDL 60 72 0 03 Apr 2020
NBDT: Neural-Backed Decision Trees Alvin Wan Lisa Dunlap Daniel Ho Jihan Yin Scott Lee Henry Jin Suzanne Petryk Sarah Adel Bargal Joseph E. Gonzalez 68 106 0 01 Apr 2020
3D Deep Learning on Medical Images: A Review S. Singh Lipo Wang Sukrit Gupta Haveesh Goli P. Padmanabhan Balázs Gulyás MedIm 125 435 0 01 Apr 2020
Ontology-based Interpretable Machine Learning for Textual Data Phung Lai Nhathai Phan Han Hu Anuja Badeti David Newman Dejing Dou 31 8 0 01 Apr 2020
Explaining Motion Relevance for Activity Recognition in Video Deep Learning Models Liam Hiley Alun D. Preece Y. Hicks Supriyo Chakraborty Prudhvi K. Gurram Richard J. Tomsett FAtt 90 15 0 31 Mar 2020
IMAC: In-memory multi-bit Multiplication andACcumulation in 6T SRAM Array M. Ali Akhilesh R. Jaiswal Sangamesh Kodge Amogh Agrawal I. Chakraborty Kaushik Roy MQ 20 85 0 27 Mar 2020
Neural encoding and interpretation for high-level visual cortices based on fMRI using image caption features Kai Qiao Chi Zhang Jian Chen Linyuan Wang Li Tong Bin Yan 21 3 0 26 Mar 2020
Automated Detection of Cribriform Growth Patterns in Prostate Histology Images P. Ambrosini E. Hollemans C. Kweldam G. Leenders S. Stallinga F. Vos MedIm 67 27 0 23 Mar 2020
Steepest Descent Neural Architecture Optimization: Escaping Local Optimum with Signed Neural Splitting Lemeng Wu Mao Ye Qi Lei Jason D. Lee Qiang Liu 88 15 0 23 Mar 2020
LANCE: Efficient Low-Precision Quantized Winograd Convolution for Neural Networks Based on Graphics Processing Units Guangli Li Lei Liu Xueying Wang Xiu Ma Xiaobing Feng MQ 50 18 0 19 Mar 2020
Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications Wojciech Samek G. Montavon Sebastian Lapuschkin Christopher J. Anders K. Müller XAI 145 83 0 17 Mar 2020
Ground Truth Evaluation of Neural Network Explanations with CLEVR-XAI L. Arras Ahmed Osman Wojciech Samek XAI AAML 97 157 0 16 Mar 2020
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location O. Kayhan Jan van Gemert 341 237 0 16 Mar 2020
Measuring and improving the quality of visual explanations Agnieszka Grabska-Barwiñska XAI FAtt 141 3 0 14 Mar 2020
Explainable Deep Classification Models for Domain Generalization Andrea Zunino Sarah Adel Bargal Riccardo Volpi M. Sameki Jianming Zhang Stan Sclaroff Vittorio Murino Kate Saenko FAtt 70 40 0 13 Mar 2020
A Multi-task Learning Framework for Grasping-Position Detection and Few-Shot Classification Yasuto Yokota Kanata Suzuki Yuzi Kanazawa T. Takebayashi 23 4 0 12 Mar 2020
IROF: a low resource evaluation metric for explanation methods Laura Rieger Lars Kai Hansen 68 55 0 09 Mar 2020
Causal Interpretability for Machine Learning -- Problems, Methods and Evaluation Raha Moraffah Mansooreh Karami Ruocheng Guo A. Raglin Huan Liu CML ELM XAI 98 221 0 09 Mar 2020
Salient Facial Features from Humans and Deep Neural Networks Shan Sun Wei Zhen Teoh Michael Guerzhoy 3DH CVBM FAtt 40 0 0 08 Mar 2020
Sampled Training and Node Inheritance for Fast Evolutionary Neural Architecture Search Haoyu Zhang Yaochu Jin Ran Cheng K. Hao 67 9 0 07 Mar 2020
Can We Read Speech Beyond the Lips? Rethinking RoI Selection for Deep Visual Speech Recognition Yuanhang Zhang Shuang Yang Jingyun Xiao Shiguang Shan Xilin Chen 82 65 0 06 Mar 2020
Forgetting Outside the Box: Scrubbing Deep Networks of Information Accessible from Input-Output Observations Aditya Golatkar Alessandro Achille Stefano Soatto MU OOD 179 198 0 05 Mar 2020
SAM: The Sensitivity of Attribution Methods to Hyperparameters Naman Bansal Chirag Agarwal Anh Nguyen FAtt 28 0 0 04 Mar 2020
Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading from Plain Radiographs Huy Hoang Nguyen S. Saarakkala Matthew Blaschko A. Tiulpin 74 38 0 04 Mar 2020
Propagating Asymptotic-Estimated Gradients for Low Bitwidth Quantized Neural Networks Jun Chen Yong Liu Hao Zhang Shengnan Hou Jian Yang MQ 29 8 0 04 Mar 2020
Predicting Neural Network Accuracy from Weights Thomas Unterthiner Daniel Keysers Sylvain Gelly Olivier Bousquet Ilya O. Tolstikhin 83 108 0 26 Feb 2020
Generalized Octave Convolutions for Learned Multi-Frequency Image Compression Mohammad Akbari Jie Liang Jingning Han Chengjie Tu 81 19 0 24 Feb 2020
Parallel and distributed asynchronous adaptive stochastic gradient methods Yangyang Xu Yibo Xu Yonggui Yan Colin Sutcher-Shepard Leopold Grinberg Jiewei Chen 54 2 0 21 Feb 2020
Avoiding Kernel Fixed Points: Computing with ELU and GELU Infinite Networks Russell Tsuchida Tim Pearce Christopher van der Heide Fred Roosta M. Gallagher 57 8 0 20 Feb 2020
Interpreting Interpretations: Organizing Attribution Methods by Criteria Zifan Wang Piotr (Peter) Mardziel Anupam Datta Matt Fredrikson XAI FAtt 54 17 0 19 Feb 2020