Search Results - "Zhu, Qile"

Single Shot Text Detector with Regional Attention by Pan He, Weilin Huang, Tong He, Qile Zhu, Yu Qiao, Xiaolin Li

“…We present a novel single-shot text detector that directly outputs word-level bounding boxes in a natural image. We propose an attention mechanism which…”
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Statistical learning for semantic parsing: A survey by Zhu, Qile, Ma, Xiyao, Li, Xiaolin

“…A long-term goal of Artificial Intelligence (AI) is to provide machines with the capability of understanding natural language. Understanding natural language…”
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Adversarial Examples: Attacks and Defenses for Deep Learning by Yuan, Xiaoyong, He, Pan, Zhu, Qile, Li, Xiaolin

“…With rapid progress and significant successes in a wide spectrum of applications, deep learning is being applied in many safety-critical environments. However,…”
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GRAM-CNN: a deep learning approach with local context for named entity recognition in biomedical text by Zhu, Qile, Li, Xiaolin, Conesa, Ana, Pereira, Cécile

“…Abstract Motivation Best performing named entity recognition (NER) methods for biomedical literature are based on hand-crafted features or task-specific rules,…”
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Audio–Visual Segmentation based on robust principal component analysis by Fang, Shun, Zhu, Qile, Wu, Qi, Wu, Shiqian, Xie, Shoulie

“…Audio–Visual Segmentation (AVS) aims to extract the sounding objects from a video. The current learning-based AVS methods are often supervised, which rely on…”
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Upcycling of nutrients from kitchen waste: Integration of anaerobic digestion system and microbial protein production system by Zhu, Qile, Gao, Kangjian, Sun, Qi, Ma, Chuan, Luo, Yuxing, Niu, Zijin, Liu, Yanping, Yang, Ziyi

“…To upcycle the nutrients from kitchen waste (KW), an integrated system consisting of anaerobic digestion (AD) reactor and microbial protein (MP) production…”
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Learning Fast and Slow: Propedeutica for Real-Time Malware Detection by Sun, Ruimin, Yuan, Xiaoyong, He, Pan, Zhu, Qile, Chen, Aokun, Gregio, Andre, Oliveira, Daniela, Li, Xiaolin

“…Existing malware detectors on safety-critical devices have difficulties in runtime detection due to the performance overhead. In this article, we introduce P…”
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In-situ microbial protein production by using nitrogen extracted from multifunctional bio-electrochemical system by Zhu, Qile, Li, Xiaoyue, Nie, Zhenchuan, Wang, Yiwen, Dang, Tianqi, Papadakis, Vagelis G., Goula, Maria A., Wang, Wen, Yang, Ziyi

“…Upgrading of waste nitrogen sources is considered as an important approach to promote sustainable development. In this study, a multifunctional…”
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Microbial protein production under mixotrophic mode: ammonium assimilation pathway and C/N ratio optimization by Wang, Wen, Lu, Weiyuan, Papadakis, Vagelis G., Goula, Maria A., Li, Xiaoyue, Zhu, Qile, Yang, Ziyi

“…Producing microbial protein (MP) is considered as a promising method to alleviate the demand for the global protein supply. The conversion of carbon dioxide…”
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HSF1 activates the FOXO3a–ΔNp63α–CDK4 axis to promote head and neck squamous cell carcinoma cell proliferation and tumour growth by Wang, Yuemeng, Zhu, Qile, Guo, Shiya, Ao, Juan, Zhang, Wenhua, Fei, Junjie, Yu, Shuhan, Niu, Mengmeng, Zhang, Yujun, Sherman, Michael Y., Xiao, Zhi‐Xiong Jim, Yi, Yong

“…Head and neck squamous cell carcinoma (HNSCC) is one of the most prevalent cancers worldwide. Heat shock factor 1 (HSF1) is a conserved transcriptional factor…”
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Deep Representation Learning in Natural Language Processing by Zhu, Qile

“…Deep learning demonstrates state-of-the-art performance in many areas including speech recognition, image classification, image segmentation, part-of-speech…”
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DOA Estimation via Adaptive Weighted Truncated Nuclear Norm by Tian, Zhen, Zhu, Qile, Fang, Shun, Wu, Qi, Wu, Shiqian

“…Aiming at the large error of traditional direction-of-arrival (DOA) estimation algorithm caused by the low signal-to-ratio and limited sampling. This paper…”
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Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding by Zhu, Qile, Khan, Haidar, Soltan, Saleh, Rawls, Stephen, Hamza, Wael

“…Semantic parsing is one of the key components of natural language understanding systems. A successful parse transforms an input utterance to an action that is…”
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Asking Complex Questions with Multi-hop Answer-focused Reasoning by Ma, Xiyao, Zhu, Qile, Zhou, Yanlin, Li, Xiaolin, Wu, Dapeng

“…Asking questions from natural language text has attracted increasing attention recently, and several schemes have been proposed with promising results by…”
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Improving Question Generation with Sentence-level Semantic Matching and Answer Position Inferring by Ma, Xiyao, Zhu, Qile, Zhou, Yanlin, Li, Xiaolin, Wu, Dapeng

“…Taking an answer and its context as input, sequence-to-sequence models have made considerable progress on question generation. However, we observe that these…”
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A Batch Normalized Inference Network Keeps the KL Vanishing Away by Zhu, Qile, Su, Jianlin, Bi, Wei, Liu, Xiaojiang, Ma, Xiyao, Li, Xiaolin, Wu, Dapeng

“…Variational Autoencoder (VAE) is widely used as a generative model to approximate a model's posterior on latent variables by combining the amortized…”
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Local Contextual Attention with Hierarchical Structure for Dialogue Act Recognition by Dai, Zhigang, Fu, Jinhua, Zhu, Qile, Cui, Hengbin, li, Xiaolong, Qi, Yuan

“…Dialogue act recognition is a fundamental task for an intelligent dialogue system. Previous work models the whole dialog to predict dialog acts, which may…”
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Adversarial Examples: Attacks and Defenses for Deep Learning by Yuan, Xiaoyong, He, Pan, Zhu, Qile, Li, Xiaolin

“…With rapid progress and significant successes in a wide spectrum of applications, deep learning is being applied in many safety-critical environments. However,…”
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Learning Fast and Slow: PROPEDEUTICA for Real-time Malware Detection by Sun, Ruimin, Yuan, Xiaoyong, He, Pan, Zhu, Qile, Chen, Aokun, Gregio, Andre, Oliveira, Daniela, Li, Xiaolin

“…Existing malware detectors on safety-critical devices have difficulties in runtime detection due to the performance overhead. In this paper, we introduce…”
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Single Shot Text Detector with Regional Attention by He, Pan, Huang, Weilin, He, Tong, Zhu, Qile, Qiao, Yu, Li, Xiaolin

“…We present a novel single-shot text detector that directly outputs word-level bounding boxes in a natural image. We propose an attention mechanism which…”
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