AutoSTR: Efficient Backbone Search for Scene Text Recognition

14 March 2020

Papers citing "AutoSTR: Efficient Backbone Search for Scene Text Recognition"

33 / 33 papers shown

Title
Symmetry-constrained Rectification Network for Scene Text Recognition Mingkun Yang Yushuo Guan Minghui Liao Xin He Kaigui Bian S. Bai Cong Yao X. Bai 53 134 0 06 Aug 2019
Efficient Neural Architecture Search via Proximal Iterations Quanming Yao Ju Xu Wei-Wei Tu Zhanxing Zhu 47 104 0 30 May 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 48 17,950 0 28 May 2019
What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis Jeonghun Baek Geewook Kim Junyeop Lee Sungrae Park Dongyoon Han Sangdoo Yun Seong Joon Oh Hwalsuk Lee 398 477 0 03 Apr 2019
Single Path One-Shot Neural Architecture Search with Uniform Sampling Zichao Guo Xiangyu Zhang Haoyuan Mu Wen Heng Zechun Liu Yichen Wei Jian Sun 48 933 0 31 Mar 2019
DetNAS: Backbone Search for Object Detection Yukang Chen Tong Yang Xinming Zhang Gaofeng Meng Xinyu Xiao Jian Sun 51 265 0 26 Mar 2019
Evaluating the Search Phase of Neural Architecture Search Kaicheng Yu C. Sciuto Martin Jaggi C. Musat Mathieu Salzmann 34 343 0 21 Feb 2019
Random Search and Reproducibility for Neural Architecture Search Liam Li Ameet Talwalkar OOD 49 719 0 20 Feb 2019
A Multi-Object Rectified Attention Network for Scene Text Recognition Canjie Luo Lianwen Jin Zenghui Sun 44 258 0 10 Jan 2019
Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation Chenxi Liu Liang-Chieh Chen Florian Schroff Hartwig Adam Wei Hua Alan Yuille Li Fei-Fei SSeg 71 976 0 10 Jan 2019
ESIR: End-to-end Scene Text Recognition via Iterative Image Rectification Fangneng Zhan Shijian Lu 47 250 0 14 Dec 2018
ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware Han Cai Ligeng Zhu Song Han 57 1,865 0 02 Dec 2018
Scene Text Detection and Recognition: The Deep Learning Era Shangbang Long Xin He Cong Yao VLM 76 395 0 10 Nov 2018
Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition Hui Li Peng Wang Chunhua Shen Guyu Zhang 45 376 0 02 Nov 2018
Scene Text Recognition from Two-Dimensional Perspective Minghui Liao Jian Zhang Zhaoyi Wan Fengming Xie Jiajun Liang Pengyuan Lyu Cong Yao X. Bai 3DV 47 234 0 18 Sep 2018
DARTS: Differentiable Architecture Search Hanxiao Liu Karen Simonyan Yiming Yang 149 4,326 0 24 Jun 2018
Edit Probability for Scene Text Recognition Fan Bai Zhanzhan Cheng Yi Niu Shiliang Pu Shuigeng Zhou DiffM 46 166 0 09 May 2018
Efficient Neural Architecture Search via Parameter Sharing Hieu H. Pham M. Guan Barret Zoph Quoc V. Le J. Dean 67 2,755 0 09 Feb 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 116 19,124 0 13 Jan 2018
Focusing Attention: Towards Accurate Text Recognition in Natural Images Zhanzhan Cheng Fan Bai Yunlu Xu Gang Zheng Shiliang Pu Shuigeng Zhou 32 448 0 07 Sep 2017
Genetic CNN Lingxi Xie Alan Yuille 3DV 76 836 0 04 Mar 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 369 5,346 0 05 Nov 2016
Synthetic Data for Text Localisation in Natural Images Ankush Gupta Andrea Vedaldi Andrew Zisserman 104 1,424 0 22 Apr 2016
Robust Scene Text Recognition with Automatic Rectification Baoguang Shi Xinggang Wang Pengyuan Lyu Cong Yao X. Bai 3DV 43 585 0 12 Mar 2016
Recursive Recurrent Nets with Attention Modeling for OCR in the Wild Chen-Yu Lee Simon Osindero VLM 55 460 0 09 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.1K 192,638 0 10 Dec 2015
An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition Baoguang Shi X. Bai Cong Yao VLM 128 2,473 0 21 Jul 2015
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 249 7,361 0 05 Jun 2015
Reading Text in the Wild with Convolutional Neural Networks Max Jaderberg Karen Simonyan Andrea Vedaldi Andrew Zisserman 76 1,161 0 04 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 748 99,991 0 04 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 348 27,205 0 01 Sep 2014
Synthetic Data and Artificial Neural Networks for Natural Scene Text Recognition Max Jaderberg Karen Simonyan Andrea Vedaldi Andrew Zisserman 93 933 0 09 Jun 2014
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 91 6,619 0 22 Dec 2012