{"url":"/method/vsgnet","slug":"vsgnet","name":"VSGNet","full_name":"Visual-Spatial-Graph Network","full_name_withheld":false,"description_markdown":"**Visual-Spatial-Graph Network** (VSGNet) is a network for human-object interaction detection. It extracts visual features from the image representing the human-object pair, refines the features with spatial configurations of the pair, and utilizes the structural connections between the pair via graph convolutions.","description_state":"present","introduced_year":null,"introduced_by":{"title":"VSGNet: Spatial Attention Network for Detecting Human Object Interactions Using Graph Convolutions","paper":"/paper/vsgnet-spatial-attention-network-for","first_author":"Oytun Ulutan","n_authors":3,"url_abs":null,"archive_paper_url":"https://paperswithcode.com/paper/vsgnet-spatial-attention-network-for"},"source":{"url":"https://arxiv.org/abs/2003.05541v1","title":"VSGNet: Spatial Attention Network for Detecting Human Object Interactions Using Graph Convolutions","url_on_a_paper_host":true},"code_snippet_url":null,"code_snippet_url_on_a_code_host":false,"categories":[{"area":"Computer Vision","area_id":"computer-vision","collection":"Human Object Interaction Detectors","url":"/methods/category/human-object-interaction-detectors","pwc_aliases":[]}],"n_papers_tagged":1,"archive_num_papers":1,"papers_newest_first":[{"paper":"/paper/vsgnet-spatial-attention-network-for","title":"VSGNet: Spatial Attention Network for Detecting Human Object Interactions Using Graph Convolutions","date":"2020-03-11","arxiv_id":"2003.05541","n_code_links":2,"syntology":{"ran":0,"of":8,"unverified":8,"pointer_only":0}}],"papers_shown":1,"tasks":[{"task":"/task/human-object-interaction-detection","name":"Human-Object Interaction Detection","papers":1},{"task":"/task/object","name":"Object","papers":1},{"task":"/task/spatial-reasoning","name":"Spatial Reasoning","papers":1}],"tasks_shown":3,"n_tasks":3,"usage_by_year":[{"year":"2020","papers":1}],"row_source":"methods_table","archive":{"source":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","archive_url":"https://paperswithcode.com/method/vsgnet"},"syntology_read_at":"2026-09-24T18:15:14+00:00"}