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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Temporal Ensembling for Semi-Supervised Learning S. Laine Timo Aila UQCV 25 2,523 0 07 Oct 2016
Optimistic and Pessimistic Neural Networks for Scene and Object Recognition René Grzeszick Sebastian Sudholt G. Fink UQCV 36 4 0 26 Sep 2016
Production-Level Facial Performance Capture Using Deep Convolutional Neural Networks S. Laine Tero Karras Timo Aila Antti Herva Shunsuke Saito Ronald Yu Hao Li J. Lehtinen CVBM 3DH 16 101 0 21 Sep 2016
Fitted Learning: Models with Awareness of their Limits Navid Kardan Kenneth O. Stanley CLL 16 16 0 07 Sep 2016
Towards Transparent AI Systems: Interpreting Visual Question Answering Models Yash Goyal Akrit Mohapatra Devi Parikh Dhruv Batra 22 74 0 31 Aug 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 315 36,381 0 25 Aug 2016
Lets keep it simple, Using simple architectures to outperform deeper and more complex architectures S. H. HasanPour Mohammad Rouhani Mohsen Fayyaz Mohammad Sabokrou 18 118 0 22 Aug 2016
Towards Evaluating the Robustness of Neural Networks Nicholas Carlini D. Wagner OOD AAML 38 8,448 0 16 Aug 2016
Residual Networks of Residual Networks: Multilevel Residual Networks Ke Zhang Miao Sun T. Han Xingfang Yuan Liru Guo Tao Liu 18 303 0 09 Aug 2016
Early Methods for Detecting Adversarial Images Dan Hendrycks Kevin Gimpel AAML 21 235 0 01 Aug 2016
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding Vardan Papyan Yaniv Romano Michael Elad 59 284 0 27 Jul 2016
Steering a Predator Robot using a Mixed Frame/Event-Driven Convolutional Neural Network Diederik Paul Moeys Federico Corradi E. Kerr P. Vance Gautham P. Das Daniel Neil D. Kerr T. Delbruck 19 116 0 30 Jun 2016
A Taxonomy and Library for Visualizing Learned Features in Convolutional Neural Networks Felix Grün Christian Rupprecht Nassir Navab Federico Tombari SSL FAtt 38 76 0 24 Jun 2016
Tagger: Deep Unsupervised Perceptual Grouping Klaus Greff Antti Rasmus Mathias Berglund T. Hao Jürgen Schmidhuber Harri Valpola OCL 24 161 0 21 Jun 2016
Convolutional Residual Memory Networks Joel Ruben Antony Moniz C. Pal 28 23 0 16 Jun 2016
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 99 8,543 0 15 Jun 2016
Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions? Abhishek Das Harsh Agrawal C. L. Zitnick Devi Parikh Dhruv Batra 32 465 0 11 Jun 2016
Convolutional Neural Fabrics Shreyas Saxena Jakob Verbeek 24 225 0 08 Jun 2016
Parametric Exponential Linear Unit for Deep Convolutional Neural Networks Ludovic Trottier Philippe Giguère B. Chaib-draa 41 199 0 30 May 2016
Robust Large Margin Deep Neural Networks Jure Sokolić Raja Giryes Guillermo Sapiro M. Rodrigues 26 307 0 26 May 2016
FractalNet: Ultra-Deep Neural Networks without Residuals Gustav Larsson Michael Maire Gregory Shakhnarovich 45 933 0 24 May 2016
Genetic Architect: Discovering Genomic Structure with Learned Neural Architectures Laura Deming S. Targ Nate Sauder Diogo Almeida Chun Jimmie Ye GNN 35 14 0 23 May 2016
Neural Autoregressive Distribution Estimation Benigno Uria Marc-Alexandre Côté Karol Gregor Iain Murray Hugo Larochelle 25 313 0 07 May 2016
Deep Residual Networks with Exponential Linear Unit Anish Shah Eashan Kadam Hena Shah Sameer Shinde Sandip Shingade 44 120 0 14 Apr 2016
Deep Networks with Stochastic Depth Gao Huang Yu Sun Zhuang Liu Daniel Sedra Kilian Q. Weinberger 74 2,336 0 30 Mar 2016
Convolutional Networks for Fast, Energy-Efficient Neuromorphic Computing S. K. Esser P. Merolla John V. Arthur A. Cassidy R. Appuswamy ... Pallab Datta A. Amir B. Taba M. Flickner D. Modha 3DH 17 714 0 28 Mar 2016
Resnet in Resnet: Generalizing Residual Architectures S. Targ Diogo Almeida Kevin Lyman SSeg 14 806 0 25 Mar 2016
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation Konstantinos Kamnitsas C. Ledig Virginia Newcombe Joanna P. Simpson A. D. Kane David Menon Daniel Rueckert Ben Glocker MedIm 3DV 12 3,037 0 18 Mar 2016
Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units Wenling Shang Kihyuk Sohn Diogo Almeida Honglak Lee 22 499 0 16 Mar 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 14 10,125 0 16 Mar 2016
Cascaded Subpatch Networks for Effective CNNs Xiaoheng Jiang Yanwei Pang Manli Sun Xuelong Li 18 39 0 01 Mar 2016
Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks Tim Salimans Diederik P. Kingma ODL 93 1,924 0 25 Feb 2016
Multiagent Cooperation and Competition with Deep Reinforcement Learning Ardi Tampuu Tambet Matiisen Dorian Kodelja Ilya Kuzovkin Kristjan Korjus Juhan Aru Jaan Aru Raul Vicente 19 857 0 27 Nov 2015
Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters Jelena Luketina Mathias Berglund Klaus Greff T. Raiko 27 173 0 20 Nov 2015
On the energy landscape of deep networks Pratik Chaudhari Stefano Soatto ODL 40 27 0 20 Nov 2015
Learning to decompose for object detection and instance segmentation Eunbyung Park Alexander C. Berg 19 23 0 19 Nov 2015
All you need is a good init Dmytro Mishkin Jirí Matas ODL 27 604 0 19 Nov 2015
Why M Heads are Better than One: Training a Diverse Ensemble of Deep Networks Stefan Lee Senthil Purushwalkam Michael Cogswell David J. Crandall Dhruv Batra FedML UQCV 11 309 0 19 Nov 2015
Do Deep Neural Networks Learn Facial Action Units When Doing Expression Recognition? Pooya Khorrami T. Paine Thomas S. Huang CVBM 19 267 0 10 Oct 2015
Deep Convolutional Neural Networks for Smile Recognition P. Glauner CVBM 22 38 0 26 Aug 2015
What is Holding Back Convnets for Detection? Bojan Pepik Rodrigo Benenson Tobias Ritschel Bernt Schiele ObjD 24 64 0 12 Aug 2015
Describing Multimedia Content using Attention-based Encoder--Decoder Networks Kyunghyun Cho Aaron Courville Yoshua Bengio 32 411 0 04 Jul 2015
Deep SimNets Nadav Cohen Or Sharir Amnon Shashua 32 46 0 09 Jun 2015
Inverting Visual Representations with Convolutional Networks Alexey Dosovitskiy Thomas Brox SSL FAtt 14 660 0 09 Jun 2015
Stacked What-Where Auto-encoders J. Zhao Michaël Mathieu Ross Goroshin Yann LeCun DiffM BDL 24 258 0 08 Jun 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 49 43,015 0 11 Feb 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,638 0 03 Jul 2012