Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

6 February 2015

Papers citing "Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification"

50 / 5,458 papers shown

Title
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size F. Iandola Song Han Matthew W. Moskewicz Khalid Ashraf W. Dally Kurt Keutzer 187 7,513 0 24 Feb 2016
Revise Saturated Activation Functions Bing Xu Ruitong Huang Mu Li 79 73 0 18 Feb 2016
Face Attribute Prediction Using Off-the-Shelf CNN Features Yang Zhong Josephine Sullivan Haibo Li CVBM 101 102 0 12 Feb 2016
A Convolutional Attention Network for Extreme Summarization of Source Code Miltiadis Allamanis Hao Peng Charles Sutton AI4TS 90 585 0 09 Feb 2016
Practical Black-Box Attacks against Machine Learning Nicolas Papernot Patrick McDaniel Ian Goodfellow S. Jha Z. Berkay Celik A. Swami MLAU AAML 87 3,690 0 08 Feb 2016
Disentangled Representations in Neural Models William F. Whitney OOD OCL DRL 130 18 0 07 Feb 2016
Leveraging Mid-Level Deep Representations For Predicting Face Attributes in the Wild Yang Zhong Josephine Sullivan Haibo Li 3DH CVBM 99 43 0 04 Feb 2016
Unsupervised Regenerative Learning of Hierarchical Features in Spiking Deep Networks for Object Recognition Priyadarshini Panda Kaushik Roy BDL SSL 73 104 0 03 Feb 2016
Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation Guosen Xie Xu-Yao Zhang Shuicheng Yan Cheng-Lin Liu ObjD 81 150 0 29 Jan 2016
Unifying Adversarial Training Algorithms with Flexible Deep Data Gradient Regularization Alexander Ororbia C. Lee Giles Daniel Kifer OOD 81 24 0 26 Jan 2016
Hough-CNN: Deep Learning for Segmentation of Deep Brain Regions in MRI and Ultrasound Fausto Milletari Seyed-Ahmad Ahmadi Christine Kroll A. Plate Verena E. Rozanski ... J. Levin O. Dietrich B. Ertl-Wagner K. Boetzel Nassir Navab 246 365 0 26 Jan 2016
Survey on the attention based RNN model and its applications in computer vision Feng Wang David Tax AI4TS AIMat 74 114 0 25 Jan 2016
A Taxonomy of Deep Convolutional Neural Nets for Computer Vision Suraj Srinivas Ravi Kiran Sarvadevabhatla Konda Reddy Mopuri N. Prabhu S. Kruthiventi R. Venkatesh Babu OOD 69 216 0 25 Jan 2016
Automatic recognition of element classes and boundaries in the birdsong with variable sequences Takuya Koumura K. Okanoya 89 23 0 23 Jan 2016
Deep Neural Networks predict Hierarchical Spatio-temporal Cortical Dynamics of Human Visual Object Recognition Radoslaw Martin Cichy A. Khosla D. Pantazis Antonio Torralba A. Oliva 3DH 60 70 0 12 Jan 2016
Recent Advances in Convolutional Neural Networks Jiuxiang Gu Zhenhua Wang Jason Kuen Lianyang Ma Amir Shahroudy ... Xingxing Wang Li Wang Gang Wang Jianfei Cai Tsuhan Chen 260 5,263 0 22 Dec 2015
Deep Learning with S-shaped Rectified Linear Activation Units Xiaojie Jin Chunyan Xu Jiashi Feng Yunchao Wei Junjun Xiong Shuicheng Yan 418 218 0 22 Dec 2015
Blockout: Dynamic Model Selection for Hierarchical Deep Networks Calvin Murdock Zerui Li Howard Zhou Tom Duerig OOD BDL 77 47 0 16 Dec 2015
Instance-aware Semantic Segmentation via Multi-task Network Cascades Jifeng Dai Kaiming He Jian Sun SSeg 186 1,231 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.4K 195,003 0 10 Dec 2015
Fine-grained Image Classification by Exploring Bipartite-Graph Labels Feng Zhou Yuanqing Lin 90 131 0 08 Dec 2015
Direct Intrinsics: Learning Albedo-Shading Decomposition by Convolutional Regression T. Narihira Michael Maire Stella X. Yu 120 185 0 08 Dec 2015
A Restricted Visual Turing Test for Deep Scene and Event Understanding Qi Tianfu Wu M. Lee Song-Chun Zhu 60 12 0 06 Dec 2015
What can we learn about CNNs from a large scale controlled object dataset? Ali Borji S. Izadi Laurent Itti 32 5 0 04 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 892 27,479 0 02 Dec 2015
Loss Functions for Neural Networks for Image Processing Hang Zhao Orazio Gallo I. Frosio Jan Kautz SupR 87 279 0 28 Nov 2015
Towards Automatic Image Editing: Learning to See another You Amir Ghodrati Xu Jia M. Pedersoli Tinne Tuytelaars GAN CVBM OOD 59 37 0 26 Nov 2015
Natural Language Understanding with Distributed Representation Kyunghyun Cho GNN BDL 86 55 0 24 Nov 2015
LocNet: Improving Localization Accuracy for Object Detection Spyros Gidaris N. Komodakis ObjD 62 140 0 24 Nov 2015
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arné Clevert Thomas Unterthiner Sepp Hochreiter 321 5,543 0 23 Nov 2015
Gradual DropIn of Layers to Train Very Deep Neural Networks L. Smith Emily M. Hand T. Doster AI4CE 87 33 0 22 Nov 2015
Data-dependent Initializations of Convolutional Neural Networks Philipp Krahenbuhl Carl Doersch Jeff Donahue Trevor Darrell VLM 103 203 0 21 Nov 2015
Mapping Images to Sentiment Adjective Noun Pairs with Factorized Neural Nets T. Narihira Damian Borth Stella X. Yu Karl S. Ni Trevor Darrell CoGe 28 14 0 21 Nov 2015
Adding Gradient Noise Improves Learning for Very Deep Networks Arvind Neelakantan Luke Vilnis Quoc V. Le Ilya Sutskever Lukasz Kaiser Karol Kurach James Martens AI4CE ODL 85 545 0 21 Nov 2015
Training CNNs with Low-Rank Filters for Efficient Image Classification Yani Andrew Ioannou D. Robertson Jamie Shotton R. Cipolla A. Criminisi 95 152 0 20 Nov 2015
Multi-view 3D Models from Single Images with a Convolutional Network Maxim Tatarchenko Alexey Dosovitskiy Thomas Brox 3DV 163 382 0 20 Nov 2015
Compression of Deep Convolutional Neural Networks for Fast and Low Power Mobile Applications Yong-Deok Kim Eunhyeok Park S. Yoo Taelim Choi Lu Yang Dongjun Shin 124 895 0 20 Nov 2015
A convnet for non-maximum suppression J. Hosang Rodrigo Benenson Bernt Schiele 74 76 0 19 Nov 2015
All you need is a good init Dmytro Mishkin Jirí Matas ODL 127 612 0 19 Nov 2015
Deep Manifold Traversal: Changing Labels with Convolutional Features Jacob R. Gardner P. Upchurch Matt J. Kusner Yixuan Li Kilian Q. Weinberger Kavita Bala John E. Hopcroft 90 67 0 19 Nov 2015
Order-Embeddings of Images and Language Ivan Vendrov Ryan Kiros Sanja Fidler R. Urtasun 128 548 0 19 Nov 2015
Conditional Computation in Neural Networks for faster models Emmanuel Bengio Pierre-Luc Bacon Joelle Pineau Doina Precup AI4CE 172 325 0 19 Nov 2015
Adjustable Bounded Rectifiers: Towards Deep Binary Representations Zhirong Wu Dahua Lin Xiaoou Tang MQ 48 14 0 19 Nov 2015
Mediated Experts for Deep Convolutional Networks Aykut Erdem Winston H. Hsu 94 20 0 19 Nov 2015
Learning Neural Network Architectures using Backpropagation Suraj Srinivas R. Venkatesh Babu AI4CE 77 30 0 17 Nov 2015
Jet-Images -- Deep Learning Edition Luke de Oliveira Michael Kagan Lester W. Mackey Benjamin Nachman A. Schwartzman PINN 74 311 0 16 Nov 2015
An Exploration of Softmax Alternatives Belonging to the Spherical Loss Family A. D. Brébisson Pascal Vincent 92 98 0 16 Nov 2015
Accurate Image Super-Resolution Using Very Deep Convolutional Networks Jiwon Kim Jung Kwon Lee Kyoung Mu Lee SupR 132 6,210 0 14 Nov 2015
Deeply-Recursive Convolutional Network for Image Super-Resolution Jiwon Kim Jung Kwon Lee Kyoung Mu Lee SupR 146 2,512 0 14 Nov 2015
Learning to Assign Orientations to Feature Points K. M. Yi Yannick Verdié Pascal Fua Vincent Lepetit 79 124 0 13 Nov 2015