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- research-articleJanuary 2022
Progressive Language-Customized Visual Feature Learning for One-Stage Visual Grounding
IEEE Transactions on Image Processing (TIP), Volume 31Pages 4266–4277https://doi.org/10.1109/TIP.2022.3181516Visual grounding is a task to localize an object described by a sentence in an image. Conventional visual grounding methods extract visual and linguistic features isolatedly and then perform cross-modal interaction in a post-fusion manner. We argue that ...
- research-articleOctober 2021
TransRefer3D: Entity-and-Relation Aware Transformer for Fine-Grained 3D Visual Grounding
MM '21: Proceedings of the 29th ACM International Conference on MultimediaPages 2344–2352https://doi.org/10.1145/3474085.3475397Recently proposed fine-grained 3D visual grounding is an essential and challenging task, whose goal is to identify the 3D object referred by a natural language sentence from other distractive objects of the same category. Existing works usually adopt ...
