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A Systematic Evaluation: Fine-Grained CNN vs. Traditional CNN Classifiers

24 March 2020

Saeed Anwar

Nick Barnes

L. Petersson

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Papers citing "A Systematic Evaluation: Fine-Grained CNN vs. Traditional CNN Classifiers"

33 / 33 papers shown

Title
ResNeSt: Split-Attention Networks Hang Zhang Chongruo Wu Zhongyue Zhang Yi Zhu Yanghua Peng ... Tong He Jonas W. Mueller R. Manmatha Mu Li Alex Smola 114 1,480 0 19 Apr 2020
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 153 18,179 0 28 May 2019
Looking for the Devil in the Details: Learning Trilinear Attention Sampling Network for Fine-grained Image Recognition Heliang Zheng Jianlong Fu Zhengjun Zha Jiebo Luo 92 384 0 14 Mar 2019
Learning to Navigate for Fine-grained Classification Ze Yang Tiange Luo Dong Wang Zhiqiang Hu Jun Gao Liwei Wang 50 447 0 02 Sep 2018
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning Huayu Chen Yang Song Chen Sun Andrew G. Howard Serge J. Belongie 118 481 0 16 Jun 2018
Multi-Attention Multi-Class Constraint for Fine-grained Image Recognition Ming Sun Yuchen Yuan Feng Zhou Errui Ding 135 352 0 14 Jun 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 134 5,773 0 05 Mar 2018
Learning Transferable Architectures for Scalable Image Recognition Barret Zoph Vijay Vasudevan Jonathon Shlens Quoc V. Le 186 5,607 0 21 Jul 2017
Dynamic Computational Time for Visual Attention Zhichao Li Yi Yang Xiao-Chang Liu Feng Zhou Shilei Wen Wenyuan Xu 90 113 0 30 Mar 2017
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 790 36,881 0 25 Aug 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 747 37,890 0 20 May 2016
Part-Stacked CNN for Fine-Grained Visual Categorization Shaoli Huang Zhe Xu Dacheng Tao Ya Zhang 101 419 0 26 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
Embedding Label Structures for Fine-Grained Feature Representation Zherong Zhang Chunyu Lin Yuanqing Lin Yao Zhao 66 198 0 09 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 886 27,416 0 02 Dec 2015
The Unreasonable Effectiveness of Noisy Data for Fine-Grained Recognition J. Krause Benjamin Sapp Andrew Howard Howard Zhou Alexander Toshev Tom Duerig James Philbin Fei-Fei Li 71 364 0 20 Nov 2015
Aggregating Deep Convolutional Features for Image Retrieval Artem Babenko Victor Lempitsky FAtt 68 692 0 26 Oct 2015
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 314 7,392 0 05 Jun 2015
Neural Activation Constellations: Unsupervised Part Model Discovery with Convolutional Networks Marcel Simon E. Rodner 89 412 0 30 Apr 2015
Bilinear CNNs for Fine-grained Visual Recognition Tsung-Yu Lin Aruni RoyChowdhury Subhransu Maji 133 1,876 0 29 Apr 2015
Holistically-Nested Edge Detection Saining Xie Zhuowen Tu 141 3,495 0 24 Apr 2015
The Application of Two-level Attention Models in Deep Convolutional Neural Network for Fine-grained Image Classification Tianjun Xiao Yichong Xu Kuiyuan Yang Jiaxing Zhang Yuxin Peng Zheng Zhang 213 792 0 24 Nov 2014
Hypercolumns for Object Segmentation and Fine-grained Localization Bharath Hariharan Pablo Arbeláez Ross B. Girshick Jitendra Malik SSeg 139 1,595 0 21 Nov 2014
Part Detector Discovery in Deep Convolutional Neural Networks Marcel Simon E. Rodner Joachim Denzler ObjD 67 76 0 12 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,508 0 04 Sep 2014
Part-based R-CNNs for Fine-grained Category Detection Ning Zhang Jeff Donahue Ross B. Girshick Trevor Darrell ObjD 125 1,224 0 15 Jul 2014
Bird Species Categorization Using Pose Normalized Deep Convolutional Nets Steve Branson Grant Van Horn Serge J. Belongie Pietro Perona 95 512 0 11 Jun 2014
CNN Features off-the-shelf: an Astounding Baseline for Recognition A. Razavian Hossein Azizpour Josephine Sullivan S. Carlsson 159 4,945 0 23 Mar 2014
Multi-scale Orderless Pooling of Deep Convolutional Activation Features Yunchao Gong Liwei Wang Ruiqi Guo Svetlana Lazebnik 182 1,090 0 07 Mar 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 595 15,902 0 12 Nov 2013
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 289 26,217 0 11 Nov 2013
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition Jeff Donahue Yangqing Jia Oriol Vinyals Judy Hoffman Ning Zhang Eric Tzeng Trevor Darrell VLM ObjD 191 4,950 0 06 Oct 2013
Fine-Grained Visual Classification of Aircraft Subhransu Maji Esa Rahtu Arno Solin Matthew Blaschko Andrea Vedaldi 126 2,271 0 21 Jun 2013