Search Results - "semantic relation"

Learning Dual Semantic Relations With Graph Attention for Image-Text Matching by Wen, Keyu, Gu, Xiaodong, Cheng, Qingrong

“…Image-Text Matching is one major task in cross-modal information processing. The main challenge is to learn the unified visual and textual representations…”
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Triplet-Based Semantic Relation Learning for Aerial Remote Sensing Image Change Detection by Zhang, Mengya, Xu, Guangluan, Chen, Keming, Yan, Menglong, Sun, Xian

“…This letter presents a novel supervised change detection method based on a deep siamese semantic network framework, which is trained by using improved triplet…”
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Semantic relation extraction using sequential and tree-structured LSTM with attention by Geng, ZhiQiang, Chen, GuoFei, Han, YongMing, Lu, Gang, Li, Fang

“…•The sequential and tree-structured LSTM with attention is proposed.•Word-based features can enhance the relation extraction performance.•The proposed method…”
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Relation R-CNN: A Graph Based Relation-Aware Network for Object Detection by Chen, Shengjia, Li, Zhixin, Tang, Zhenjun

“…Due to the deteriorated quality of feature in the propagation process of the neural network, it may be hard for traditional detector to identify a small object…”
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Doctor, Teacher, and Stethoscope: Neural Representation of Different Types of Semantic Relations by Xu, Yangwen, Wang, Xiaosha, Wang, Xiaoying, Men, Weiwei, Gao, Jia-Hong, Bi, Yanchao

“…Concepts can be related in many ways. They can belong to the same taxonomic category (e.g., "doctor" and "teacher," both in the category of people) or be…”
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Few-Shot Semantic Relation Prediction Across Heterogeneous Graphs by Ding, Pengfei, Wang, Yan, Liu, Guanfeng, Zhou, Xiaofang

“…Semantic relation prediction aims to mine the implicit relationships between objects in heterogeneous graphs, which consist of different types of objects and…”
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A comprehensive exploration of semantic relation extraction via pre-trained CNNs by Li, Qing, Li, Lili, Wang, Weinan, Li, Qi, Zhong, Jiang

“…Semantic relation extraction between entity pairs is a crucial task in information extraction from text. In this paper, we propose a new pre-trained network…”
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Spatial working memory is critical for gesture processing: Evidence from gestures with varying semantic links to speech by Özer, Demet, Özyürek, Aslı, Göksun, Tilbe

“…Gestures express redundant or complementary information to speech they accompany by depicting visual and spatial features of referents. In doing so, they…”
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Neural correlates of semantic-driven syntactic parsing in sentence comprehension by Zhang, Yun, Taft, Marcus, Tang, Jiaman, Li, Le

“…•Word order, case markers, and semantics are combined to decode a sentence structure.•Semantic-driven parsing in unmarked non-canonical sentences activates…”
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Looking Beyond Single Images for Weakly Supervised Semantic Segmentation Learning by Wang, Wenguan, Sun, Guolei, Van Gool, Luc

“…This article studies the problem of learning weakly supervised semantic segmentation (WSSS) from image-level supervision only. Current popular solutions…”
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Exploring Rich Semantics for Open-Set Action Recognition by Hu, Yufan, Gao, Junyu, Dong, Jianfeng, Fan, Bin, Liu, Hongmin

“…Open-set action recognition (OSAR) aims to learn a recognition framework capable of both classifying known classes and identifying unknown actions in open-set…”
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INDONESIAN MIDDLE SCHOOL STUDENTS DESCRIPTIVE ESSAY: TAXIS AND LOGICO-SEMANTIC ANALYSIS OF CLAUSE COMPLEX by Dahia Alqalbi Nursehag

“…The English language teaching in Indonesia focuses on text or genre, making applying systemic functional linguistics important in writing. However, students…”
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A closer look at the agent advantage effect: An eye-tracking study on event role processing in pictures by Xu, Wenjia, Huff, Markus, Papenmeier, Frank

“…The agent advantage effect refers to observers responding faster to someone acting (the agent) than to the person or thing acted upon (the patient). An…”
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Transformer-Driven Semantic Relation Inference for Multilabel Classification of High-Resolution Remote Sensing Images by Tan, Xiaowei, Xiao, Zhifeng, Zhu, Jianjun, Wan, Qiao, Wang, Kai, Li, Deren

“…It is hard to use a single label to describe an image for the complexity of remote sensing scenes. Thus, it is a more general and practical choice to use…”
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Rethinking cross-domain semantic relation for few-shot image generation by Gou, Yao, Li, Min, Lv, Yilong, Zhang, Yusen, Xing, Yuhang, He, Yujie

“…Training well-performing Generative Adversarial Networks (GANs) with limited data has always been challenging. Existing methods either require sufficient data…”
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Semantics-Preserving Graph Propagation for Zero-Shot Object Detection by Yan, Caixia, Zheng, Qinghua, Chang, Xiaojun, Luo, Minnan, Yeh, Chung-Hsing, Hauptmann, Alexander G.

“…Most existing object detection models are restricted to detecting objects from previously seen categories, an approach that tends to become infeasible for rare…”
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MSRL-Net: A multi-level semantic relation-enhanced learning network for aspect-based sentiment analysis by Hu, Zhenda, Wang, Zhaoxia, Wang, Yinglin, Tan, Ah-Hwee

“…Aspect-based sentiment analysis (ABSA) aims to analyze the sentiment polarity of a given text towards several specific aspects. For implementing the ABSA, one…”
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Scene Changes Understanding Framework Based on Graph Convolutional Networks and Swin Transformer Blocks for Monitoring LCLU Using High-Resolution Remote Sensing Images by Yang, Sihan, Song, Fei, Jeon, Gwanggil, Sun, Rui

“…High-resolution remote sensing images with rich land surface structure can provide data support for accurately understanding more detailed change information…”
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T5-based anomaly-behavior video captioning using semantic relation mining by Kim, Min-Jeong, Chung, Kyungyong

“…Video data consist of a series of images that change over time. The sequence of frames in a video provides important information on the motion and continuity…”
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Information extraction and knowledge linkage of geological profiles and related contextual texts from mineral exploration reports for geological knowledge graphs construction by Qiu, Qinjun, Duan, Yuxi, Ma, Kai, Tao, Liufeng, Xie, Zhong

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