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Principal relation component reasoning-enhanced social relation recognition
AbstractSocial relationships (SRs) are the basis of human life. Hence, the ability to accurately recognize interpersonal relations in public spaces...
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Interpersonal relation recognition: a survey
People spend a considerable amount of their time in social activities, where person-to-person relations are of main relevance. Recently, there has...
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Overall-Distinctive GCN for Social Relation Recognition on Videos
Recognizing social relationships between multiple characters from videos can enable intelligent systems to serve human society better. Previous...
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Social Relation Graph Generation on Untrimmed Video
For a more intuitive understanding of videos, we demonstrate SRGG-UnVi, a social relation graph generation system for untrimmed videos. Given a...
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Design and Analysis of Efficient Attention in Transformers for Social Group Activity Recognition
Social group activity recognition is a challenging task extended from group activity recognition, where social groups must be recognized with their...
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Incorporating contextual evidence to improve implicit discourse relation recognition in Chinese
The discourse analysis task, which focuses on understanding the semantics of long text spans, has received increasing attention in recent years. As a...
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SAN: Structure-aware attention network for dyadic human relation recognition in images
We introduce a new dataset and method for Dyadic Human relation Recognition (DHR). DHR is a new task that concerns the recognition of the type (i.e.,...
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Incorporating structured emotion commonsense knowledge and interpersonal relation into context-aware emotion recognition
Traditional emotion recognition technology often focuses on recognizing human biometrics such as facial expressions or body postures. However,...
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HF-SRGR: a new hybrid feature-driven social relation graph reasoning model
Social relations and interactions between persons form the foundation of human society. Effective recognition of social relationships has great...
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Graph Fusion Multimodal Named Entity Recognition Based on Auxiliary Relation Enhancement
Multimodal Named Entity Recognition (MNER) aims to use images to locate and classify named entities in a given free text. The mainstream MNER method...
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Contactless interaction recognition and interactor detection in multi-person scenes
Human interaction recognition is an essential task in video surveillance. The current works on human interaction recognition mainly focus on the...
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Depression detection via a Chinese social media platform: a novel causal relation-aware deep learning approach
Depression detection on social media aims to analyze users’ tendency to depression and provide help for the early detection of depressed users....
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Fake profile recognition using profanity and gender identification on online social networks
Increasing crime rate on online social networking sites is prominently observed in the last few years. Amount of information present and availability...
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Transformer-Based Potential Emotional Relation Mining Network for Emotion Recognition in Conversation
Emotion recognition in conversation (ERC) has attracted much attention due to its widespread applications in the field of human communication...
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Building a speech recognition system with privacy identification information based on Google Voice for social robots
Currently, many smart speakers, even social robots, appear on the market to help people's lives become more convenient. Usually, people use smart...
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Self-supervised Social Relation Representation for Human Group Detection
Human group detection, which splits crowd of people into groups, is an important step for video-based human social activity analysis. The core of...
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IARG: Improved Actor Relation Graph Based Group Activity Recognition
Group Activity Recognition is to recognize and classify different actions or activities appearing in the video. The detailed description of human...
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Kinship recognition from faces using deep learning with imbalanced data
Kinship verification from faces aims to determine whether two person share some family relationship based only on the visual facial patterns. This...
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A novel entity joint annotation relation extraction model
The social network is an indispensable part of our life. Text is the most common carrier in social networks. Extracting entities and relationships...
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UAMNer: uncertainty-aware multimodal named entity recognition in social media posts
Named Entity Recognition (NER) on social media is a challenging task, as social media posts are usually short and noisy. Recently, some work explores...
