Zero-shot learningLabel embeddingHandwritten Chinese Character Recognition (HCCR) is a challenging topic in the field of pattern recognition due to large-scale character vocabulary, complex hierarchical structure, various writing styles, and scarce training samples. In this paper, we explored the ...
ref: RAN for Printed Chinese Character Recognition 关键词: radical 阅读理由: radical analysis, zero-shot learning, encoder-decoder, attention Idea 使用基于注意力的 encoder-decoder 架构 Motivation&Solution 传统的汉字识别方法受限于汉字数量,而且无法泛化 Background 汉字很多(大于20000),但可以分解成500个左...
Chinese character recognition has attracted much research interest due to its wide applications. Although it has been studied for many years, some issues in this field have not been completely resolved yet, extit{e.g.} the zero-shot problem. Previous character-based and radical-based methods hav...
REZCR: A Zero-shot Character Recognition Method via ... http://t.cn/A6adRikP 这是吉林大学今年的一篇工作。 本文主要针对零样本或者少样本的少见字符识别问题。不同的汉字数量很多(超过8万),但拆成偏...
However, because characters vary by comic title, supervised learning approaches like training character classifiers which require specific annotations for each comic title are infeasible. This motivates us to propose a novel zero-shot approach, allowing machines to identify characters and predict speaker ...
Zero-shot learning by mutual information estimation and maximization 2020, Knowledge-Based Systems Show abstract Radical aggregation network for few-shot offline handwritten Chinese character recognition 2019, Pattern Recognition Letters Show abstract Zero-shot Hashing with orthogonal projection for image retrie...
In this thesis we discuss different aspects of zero-shot learning and propose solutions for three challenging visual recognition problems: 1) unknown object recognition from images 2) novel action recognition from videos and 3) unseen object segmentation. In all of these three problems, we have two...
Any remaining credibility Willes Lee thought he had with the media is now probably shot for good. Adding to Lee's credibility problems are that Lee's 'investigation' of the complaint against Keppeler was so shoddy that he was unable to unearth with a single Google search Keppeler's public ...
You mention the Safe ending, but are you talking about him being shot to death? If you are, the reason why he kept getting up was his tenacity. His love for his sister Clover made him a super-man.41Teruaki Kubota, #9, the Ninth Man... Who was he? Or to be more precise, I ...
If you want to valiate zero-shot performances in numerous datasets, then running the bash file 'run'. GPU_DEVICE="0,1,2,3,4,5"length=${#GPU_DEVICE}n_gpu=$(((length+1)/2))main_port=10000 test_batch=1#(Must be Necessary)CUDA_VISIBLE_DEVICES=$GPU_DEVICE\ accelerate launch --confi...