Visual Social Relationship Recognition
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Benchmarks
Most implemented
SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization
Graph-Based Social Relation Reasoning
Deep Reasoning with Knowledge Graph for Social Relationship Understanding
Dual-Glance Model for Deciphering Social Relationships
A Domain Based Approach to Social Relation Recognition
Papers
SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization
Social relation reasoning aims to identify relation categories such as friends, spouses, and colleagues from images. While current methods adopt the paradigm of training a dedicated network end-to-end using labeled image…
RelationVisual Social Relationship RecognitionFrom a Social Cognitive Perspective: Context-aware Visual Social Relationship Recognition
People's social relationships are often manifested through their surroundings, with certain objects or interactions acting as symbols for specific relationships, e.g., wedding rings, roses, hugs, or holding hands. This b…
DescriptiveVisual Social Relationship RecognitionGRITv2: Efficient and Light-weight Social Relation Recognition
Our research focuses on the analysis and improvement of the Graph-based Relation Inference Transformer (GRIT), which serves as an important benchmark in the field. We conduct a comprehensive ablation study using the PISC…
Visual Social Relationship RecognitionGraph-Based Social Relation Reasoning
Human beings are fundamentally sociable -- that we generally organize our social lives in terms of relations with other people. Understanding social relations from an image has great potential for intelligent systems suc…
RelationRelational ReasoningVisual Social Relationship RecognitionAn End-to-End Network for Generating Social Relationship Graphs
Socially-intelligent agents are of growing interest in artificial intelligence. To this end, we need systems that can understand social relationships in diverse social contexts. Inferring the social context in a given vi…
AttributeGraph GenerationVisual Social Relationship RecognitionMulti-Granularity Reasoning for Social Relation Recognition from Images
Discovering social relations in images can make machines better interpret the behavior of human beings. However, automatically recognizing social relations in images is a challenging task due to the significant gap betwe…
RelationVisual Social Relationship Recognition