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The long-tail effect is a common issue that limits the performance of deep learning models on real-world datasets.
Handwritten korean character image database pe92
Dae-Hwan KIM, Young-Sup Hwang, Sang-Tae Park, Eun-Jung Kim, Sang-Hoon Paek, and Sung-Yang BANG · 1996
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A “radical” approach to reading development in chinese: The role of semantic radicals and phonetic radicals
Connie Suk-Han Ho, Ting-Ting Ng, and Wing-Kin Ng · 2003
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A novel stroke extraction method for chinese characters using gabor filters
Yih-Ming Su and Jhing-Fa Wang · 2003
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An investigation of chinese-character learning strategies among non-native speakers of chinese
Helen H Shen · 2005
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The long tail: Why the future of business is selling less of more
Chris Anderson · 2006
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Learning to detect unseen object classes by between-class attribute transfer
Christoph H Lampert, Hannes Nickisch, and Stefan Harmeling · 2009
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A novel svm-based handwritten tamil character recognition system
N Shanthi and K Duraiswamy · 2010
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Casia online and offline chinese handwriting databases
Cheng-Lin Liu, Fei Yin, Da-Han Wang, and Qiu-Feng Wang · 2011
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Evaluating knowledge transfer and zero-shot learning in a large-scale setting
Marcus Rohrbach, Michael Stark, and Bernt Schiele · 2011
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Imagenet classification with deep convolutional neural networks
Alex Krizhevsky, Ilya Sutskever, and Geoffrey E Hinton · 2012
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Shang and Zhou Bronze Inscriptions and Image Integration
Zhenfeng Wu · 2012
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Offline handwritten english character recognition based on convolutional neural network
Aiquan Yuan, Gang Bai, Lijing Jiao, and Yajie Liu · 2012
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Attribute-based classification for zero-shot visual object categorization
Christoph H Lampert, Hannes Nickisch, and Stefan Harmeling · 2013
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Online and offline handwritten chinese character recognition: benchmarking on new databases
Cheng-Lin Liu, Fei Yin, Da-Han Wang, and Qiu-Feng Wang · 2013
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Icdar 2013 chinese handwriting recognition competition
Fei Yin, Qiu-Feng Wang, Xu-Yao Zhang, and Cheng-Lin Liu · 2013
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Label-embedding for image classification
Zeynep Akata, Florent Perronnin, Zaid Harchaoui, and Cordelia Schmid · 2015
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Multi-column deep neural networks for offline handwritten chinese character classification
Dan Cireşan and Ueli Meier · 2015
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Very deep convolutional networks for large-scale image recognition
Karen Simonyan and Andrew Zisserman · 2015
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High performance offline handwritten chinese character recognition using googlenet and directional feature maps
Zhuoyao Zhong, Lianwen Jin, and Zecheng Xie · 2015
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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Knowing chinese character grammar
James Myers · 2016
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Dropsample: A new training method to enhance deep convolutional neural networks for large-scale unconstrained handwritten chinese character recognition
Weixin Yang, Lianwen Jin, Dacheng Tao, Zecheng Xie, and Ziyong Feng · 2016
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Orthographic skills important to chinese literacy development: The role of radical representation and orthographic memory of radicals
Pui-sze Yeung, Connie Suk-han Ho, David Wai-ock Chan, and Kevin Kien-hoa Chung · 2016
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Symmetry-constrained rectification network for scene text recognition
Mingkun Yang, Yushuo Guan, Minghui Liao, Xin He, Kaigui Bian, Song Bai, Cong Yao, and Xiang Bai · 2019
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A large chinese text dataset in the wild
Tai-Ling Yuan, Zhe Zhu, Kun Xu, Cheng-Jun Li, Tai-Jiang Mu, and Shi-Min Hu · 2019
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Fast korean syllable recognition with letter-based convolutional neural networks
Michael Zatsepin, Yury Vatlin, Iurii Chulinin, and Aleksei Zhuravlev · 2019
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Esir: End-to-end scene text recognition via iterative image rectification
Fangneng Zhan and Shijian Lu · 2019
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Zero-shot handwritten chinese character recognition with hierarchical decomposition embedding
Zhong Cao, Jiang Lu, Sen Cui, and Changshui Zhang · 2020
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Learn to augment: Joint data augmentation and network optimization for text recognition
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Densely connected convolutional networks
Gao Huang, Zhuang Liu, Laurens Van Der Maaten, and Kilian Q Weinberger · 2017
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Auto-encoder guided gan for chinese calligraphy synthesis
Pengyuan Lyu, Xiang Bai, Cong Yao, Zhen Zhu, Tengteng Huang, and Wenyu Liu · 2017
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Improving offline handwritten chinese character recognition by iterative refinement
Xiao Yang, Dafang He, Zihan Zhou, Daniel Kifer, and C Lee Giles · 2017
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Online and offline handwritten chinese character recognition: A comprehensive study and new benchmark
Xu-Yao Zhang, Yoshua Bengio, and Cheng-Lin Liu · 2017
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Data augmentation and directional feature maps extraction for in-air handwritten chinese character recognition based on convolutional neural network
Xiwen Qu, Weiqiang Wang, Ke Lu, and Jianshe Zhou · 2018
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Denseran for offline handwritten chinese character recognition
Wenchao Wang, Jianshu Zhang, Jun Du, Zi-Rui Wang, and Yixing Zhu · 2018
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Zero-shot recognition via semantic embeddings and knowledge graphs
Xiaolong Wang, Yufei Ye, and Abhinav Gupta · 2018
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Canjie Luo, Yuanzhi Zhu, Lianwen Jin, and Yongpan Wang · 2020
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A learning path recommendation model based on a multidimensional knowledge graph framework for e-learning
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Mrp2rec: Exploring multiple-step relation path semantics for knowledge graph-based recommendations
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Radical analysis network for learning hierarchies of chinese characters
Jianshu Zhang, Jun Du, and Lirong Dai · 2020
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A new arabic handwritten character recognition deep learning system (ahcr-dls)
Hossam Magdy Balaha, Hesham Arafat Ali, Mohamed Saraya, and Mahmoud Badawy · 2021
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Zero-shot chinese character recognition with stroke-level decomposition
Jingye Chen, Bin Li, and Xiangyang Xue · 2021
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Urdudeepnet: offline handwritten urdu character recognition using deep neural network
Faisel Mushtaq, Muzafar Mehraj Misgar, Munish Kumar, and Surinder Singh Khurana · 2021
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Research progress of zero-shot learning
Xiaohong Sun, Jinan Gu, and Hongying Sun · 2021
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Zinet: Linking chinese characters spanning three thousand years
Yang Chi, Fausto Giunchiglia, Daqian Shi, Xiaolei Diao, Chuntao Li, and Hao Xu · 2022
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Hippocampus-heuristic character recognition network for zero-shot learning in chinese character recognition
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Rcrn: Real-world character image restoration network via skeleton extraction
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Star: Zero-shot chinese character recognition with stroke-and radical-level decompositions
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