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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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A high-bias, low-variance introduction to Machine Learning for physicists Pankaj Mehta Marin Bukov Ching-Hao Wang A. G. Day C. Richardson Charles K. Fisher D. Schwab AI4CE 133 884 0 23 Mar 2018
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Towards Explanation of DNN-based Prediction with Guided Feature Inversion Mengnan Du Ninghao Liu Qingquan Song Helen Zhou FAtt 97 127 0 19 Mar 2018
Deep learning improved by biological activation functions Gardave S. Bhumbra 21 6 0 19 Mar 2018
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation Sachin Mehta Mohammad Rastegari A. Caspi Linda G. Shapiro Hannaneh Hajishirzi SSeg 156 784 0 19 Mar 2018
Image Colorization with Generative Adversarial Networks Kamyar Nazeri Eric Ng Mehran Ebrahimi GAN 87 144 0 14 Mar 2018
Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification Kamyar Nazeri Azad Aminpour Mehran Ebrahimi 57 267 0 11 Mar 2018
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A Deep Learning Approach for Pose Estimation from Volumetric OCT Data N. Gessert M. Schlüter Alexander Schlaefer 47 30 0 10 Mar 2018
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The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 133 882 0 03 Mar 2018
Deep-neural-network based sinogram synthesis for sparse-view CT image reconstruction Hoyeon Lee Jongha Lee Hyeongseok Kim B. Cho Seungryong Cho 74 228 0 02 Mar 2018
Tell Me Where to Look: Guided Attention Inference Network Kunpeng Li Ziyan Wu Kuan-Chuan Peng Jan Ernst Y. Fu 135 532 0 27 Feb 2018
Adaptive Deep Learning through Visual Domain Localization G. Angeletti Barbara Caputo Tatiana Tommasi OOD 75 22 0 24 Feb 2018
Training wide residual networks for deployment using a single bit for each weight Mark D Mcdonnell MQ 96 71 0 23 Feb 2018
Learning to Explain: An Information-Theoretic Perspective on Model Interpretation Jianbo Chen Le Song Martin J. Wainwright Michael I. Jordan MLT FAtt 184 576 0 21 Feb 2018
Do deep nets really need weight decay and dropout? Alex Hernández-García Peter König 113 27 0 20 Feb 2018
Efficient Sparse-Winograd Convolutional Neural Networks Xingyu Liu Jeff Pool Song Han W. Dally 59 122 0 18 Feb 2018
Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet S. H. HasanPour Mohammad Rouhani Mohsen Fayyaz Mohammad Sabokrou Ehsan Adeli 80 44 0 17 Feb 2018
Tree-CNN: A Hierarchical Deep Convolutional Neural Network for Incremental Learning Deboleena Roy Priyadarshini Panda Kaushik Roy BDL OOD CLL 97 214 0 15 Feb 2018
Influence-Directed Explanations for Deep Convolutional Networks Klas Leino S. Sen Anupam Datta Matt Fredrikson Linyi Li TDI FAtt 113 75 0 11 Feb 2018
Understanding Convolutional Networks with APPLE : Automatic Patch Pattern Labeling for Explanation Sandeep Konam Ian Quah Stephanie Rosenthal Manuela Veloso FAtt 47 3 0 11 Feb 2018
Pros and Cons of GAN Evaluation Measures Ali Borji ELM EGVM 96 883 0 09 Feb 2018
A Survey Of Methods For Explaining Black Box Models Riccardo Guidotti A. Monreale Salvatore Ruggieri Franco Turini D. Pedreschi F. Giannotti XAI 249 4,010 0 06 Feb 2018
Mixed Link Networks Wenhai Wang Xiang Li Jian Yang Tong Lu 57 54 0 06 Feb 2018
Visual Interpretability for Deep Learning: a Survey Quanshi Zhang Song-Chun Zhu FaML HAI 181 824 0 02 Feb 2018
Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers Fred Hohman Minsuk Kahng Robert S. Pienta Duen Horng Chau OOD HAI 103 541 0 21 Jan 2018
FastNet John Olafenwa Moses Olafenwa 29 1 0 17 Jan 2018
Understanding the Disharmony between Dropout and Batch Normalization by Variance Shift Xiang Li Shuo Chen Xiaolin Hu Jian Yang 82 309 0 16 Jan 2018
Reblur2Deblur: Deblurring Videos via Self-Supervised Learning Huaijin Chen Liang Feng Orazio Gallo Ming-Yuan Liu Ashok Veeraraghavan Jan Kautz 94 87 0 16 Jan 2018
Fix your classifier: the marginal value of training the last weight layer Elad Hoffer Itay Hubara Daniel Soudry 156 102 0 14 Jan 2018
What have we learned from deep representations for action recognition? Christoph Feichtenhofer A. Pinz Richard P. Wildes Andrew Zisserman SSL 88 47 0 04 Jan 2018
Aggregated Channels Network for Real-Time Pedestrian Detection Farzin Ghorban Javier Marín Yu Su A. Colombo A. Kummert ObjD 42 13 0 01 Jan 2018
Improved Inception-Residual Convolutional Neural Network for Object Recognition Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha V. Asari 87 118 0 28 Dec 2017
Handwritten Bangla Character Recognition Using The State-of-Art Deep Convolutional Neural Networks Md. Zahangir Alom P. Sidike Mahmudul Hasan T. Taha V. Asari 30 6 0 28 Dec 2017
Towards dense object tracking in a 2D honeybee hive Katarzyna Bozek Laetitia Hebert A. Mikheyev G. Stephens VOT 71 47 0 22 Dec 2017
Attribute CNNs for Word Spotting in Handwritten Documents Sebastian Sudholt G. Fink 59 55 0 20 Dec 2017
Finding Competitive Network Architectures Within a Day Using UCT Martin Wistuba 54 22 0 20 Dec 2017
Adversarial Examples: Attacks and Defenses for Deep Learning Xiaoyong Yuan Pan He Qile Zhu Xiaolin Li SILM AAML 153 1,628 0 19 Dec 2017
Visual Explanation by Interpretation: Improving Visual Feedback Capabilities of Deep Neural Networks José Oramas Kaili Wang Tinne Tuytelaars XAI FAtt 47 62 0 18 Dec 2017
Visual Explanations from Hadamard Product in Multimodal Deep Networks Jin-Hwa Kim Byoung-Tak Zhang FAtt 32 4 0 18 Dec 2017
NDT: Neual Decision Tree Towards Fully Functioned Neural Graph Han Xiao 48 16 0 16 Dec 2017
Deep Koalarization: Image Colorization using CNNs and Inception-ResNet-v2 Federico Baldassarre Diego Gonzalez Morin Lucas Rodés-Guirao 59 104 0 09 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
Take it in your stride: Do we need striding in CNNs? Chen Kong Simon Lucey 65 20 0 07 Dec 2017
CNNs are Globally Optimal Given Multi-Layer Support Chen Huang Chen Kong Simon Lucey ODL 38 0 0 07 Dec 2017
Fruit recognition from images using deep learning H. Muresan Mihai Oltean 136 396 0 02 Dec 2017
A Perceptual Measure for Deep Single Image Camera Calibration Yannick Hold-Geoffroy Kalyan Sunkavalli Jonathan Eisenmann Matt Fisher Emiliano Gambaretto Sunil Hadap Jean-François Lalonde 3DV 76 106 0 02 Dec 2017