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
Grounding of Textual Phrases in Images by Reconstruction Anna Rohrbach Marcus Rohrbach Ronghang Hu Trevor Darrell Bernt Schiele 86 497 0 12 Nov 2015
Universum Prescription: Regularization using Unlabeled Data Xiang Zhang Yann LeCun 118 31 0 11 Nov 2015
Traffic Sign Classification Using Deep Inception Based Convolutional Networks Mrinal Haloi 43 42 0 10 Nov 2015
A Light CNN for Deep Face Representation with Noisy Labels Xiang Wu Ran He Zhenan Sun Tieniu Tan CVBM 116 1,076 0 09 Nov 2015
How far can we go without convolution: Improving fully-connected networks Zhouhan Lin Roland Memisevic K. Konda 72 52 0 09 Nov 2015
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 1.1K 15,882 0 02 Nov 2015
Better Exploiting OS-CNNs for Better Event Recognition in Images Limin Wang Zhe Wang Sheng Guo Yu Qiao 39 24 0 14 Oct 2015
Fast and Accurate Poisson Denoising with Optimized Nonlinear Diffusion Wensen Feng Yunjin Chen DiffM 89 7 0 10 Oct 2015
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 116 1,136 0 02 Oct 2015
Deep Haar Scattering Networks Xiuyuan Cheng Xu Chen S. Mallat 96 31 0 30 Sep 2015
Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree Chen-Yu Lee Patrick W. Gallagher Zhuowen Tu AI4CE 83 484 0 30 Sep 2015
Conditional Deep Learning for Energy-Efficient and Enhanced Pattern Recognition Priyadarshini Panda Abhronil Sengupta Kaushik Roy 99 183 0 29 Sep 2015
Feature Evaluation of Deep Convolutional Neural Networks for Object Recognition and Detection Hirokatsu Kataoka K. Iwata Y. Satoh ObjD 37 19 0 25 Sep 2015
Provable approximation properties for deep neural networks Uri Shaham A. Cloninger Ronald R. Coifman 192 231 0 24 Sep 2015
Telugu OCR Framework using Deep Learning Rakesh Achanta Trevor Hastie 10 22 0 20 Sep 2015
Model Accuracy and Runtime Tradeoff in Distributed Deep Learning:A Systematic Study Suyog Gupta Wei Zhang Fei Wang 94 172 0 14 Sep 2015
Exploring Online Ad Images Using a Deep Convolutional Neural Network Approach Michael Fire Jonathan Schler 46 11 0 02 Sep 2015
Love Thy Neighbors: Image Annotation by Exploiting Image Metadata Justin Johnson Lamberto Ballan Fei-Fei Li VLM 97 118 0 30 Aug 2015
StochasticNet: Forming Deep Neural Networks via Stochastic Connectivity M. Shafiee P. Siva A. Wong 77 29 0 22 Aug 2015
Diving Deep into Sentiment: Understanding Fine-tuned CNNs for Visual Sentiment Prediction Victor Campos Amaia Salvador Brendan Jou Xavier Giró-i-Nieto HAI 59 84 0 20 Aug 2015
Deep Neural Network Based Malware Detection Using Two Dimensional Binary Program Features Joshua Saxe Konstantin Berlin 66 623 0 13 Aug 2015
Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration Yunjin Chen Thomas Pock DiffM 62 1,193 0 12 Aug 2015
Using Deep Learning for Detecting Spoofing Attacks on Speech Signals Alan Godoy F. Simões J. Stuchi M. A. Angeloni Mário Uliani Neto R. P. V. Violato AAML 24 7 0 07 Aug 2015
Unconstrained Face Verification using Deep CNN Features Jun-Cheng Chen Vishal M. Patel Rama Chellappa CVBM 308 295 0 07 Aug 2015
Flip-Rotate-Pooling Convolution and Split Dropout on Convolution Neural Networks for Image Classification Fan Wu Peijun Hu D. Kong 103 30 0 31 Jul 2015
Training Very Deep Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 167 1,687 0 22 Jul 2015
Feature Representation in Convolutional Neural Networks Ben Athiwaratkun Keegan Kang FAtt SSL 91 77 0 08 Jul 2015
Towards Good Practices for Very Deep Two-Stream ConvNets Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao 112 445 0 08 Jul 2015
AttentionNet: Aggregating Weak Directions for Accurate Object Detection Donggeun Yoo Sunggyun Park Joon-Young Lee Anthony S. Paek In So Kweon 96 162 0 25 Jun 2015
ParseNet: Looking Wider to See Better Wei Liu Andrew Rabinovich Alexander C. Berg SSeg 143 1,214 0 15 Jun 2015
Compressing Convolutional Neural Networks Wenlin Chen James T. Wilson Stephen Tyree Kilian Q. Weinberger Yixin Chen 85 140 0 14 Jun 2015
LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop Feng Yu Ari Seff Yinda Zhang Shuran Song Thomas Funkhouser Jianxiong Xiao 143 2,348 0 10 Jun 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 767 37,177 0 08 Jun 2015
Path-SGD: Path-Normalized Optimization in Deep Neural Networks Behnam Neyshabur Ruslan Salakhutdinov Nathan Srebro ODL 102 310 0 08 Jun 2015
Learning with hidden variables Y. Roudi Graham Taylor 53 16 0 01 Jun 2015
Texture Synthesis Using Convolutional Neural Networks Leon A. Gatys Alexander S. Ecker Matthias Bethge 3DV 104 131 0 27 May 2015
Accelerating Very Deep Convolutional Networks for Classification and Detection Xinming Zhang Jianhua Zou Kaiming He Jian Sun 99 797 0 26 May 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,725 0 18 May 2015
APAC: Augmented PAttern Classification with Neural Networks Ikuro Sato Hiroki Nishimura Kensuke Yokoi 82 138 0 13 May 2015
Sparse 3D convolutional neural networks Ben Graham 3DPC 3DV 103 203 0 12 May 2015
Subset Feature Learning for Fine-Grained Category Classification Zongyuan Ge Chris McCool Conrad Sanderson Peter Corke 53 56 0 09 May 2015
Object detection via a multi-region & semantic segmentation-aware CNN model Spyros Gidaris N. Komodakis ObjD SSeg 118 739 0 07 May 2015
Empirical Evaluation of Rectified Activations in Convolutional Network Bing Xu Naiyan Wang Tianqi Chen Mu Li 154 2,921 0 05 May 2015
Highway Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 187 1,771 0 03 May 2015
Can deep learning help you find the perfect match? H. D. Vries J. Yosinski HAI 75 4 0 02 May 2015
Patch-based Convolutional Neural Network for Whole Slide Tissue Image Classification L. Hou Dimitris Samaras Tahsin M. Kurc Yi Gao James E. Davis Joel H. Saltz MedIm 90 781 0 29 Apr 2015
Compression Artifacts Reduction by a Deep Convolutional Network Chao Dong Yubin Deng Chen Change Loy Xiaoou Tang SupR 54 799 0 27 Apr 2015
Object Detection Networks on Convolutional Feature Maps Shaoqing Ren Kaiming He Ross B. Girshick Xinming Zhang Jian Sun ObjD 114 409 0 23 Apr 2015
Multimodal Convolutional Neural Networks for Matching Image and Sentence Lin Ma Zhengdong Lu Lifeng Shang Hang Li 136 337 0 23 Apr 2015
When Face Recognition Meets with Deep Learning: an Evaluation of Convolutional Neural Networks for Face Recognition Guosheng Hu Yongxin Yang Dong Yi J. Kittler William Christmas Stan Z. Li Timothy M. Hospedales CVBM 3DV 84 318 0 09 Apr 2015