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We build SVIT based on Visual Genome dataset that comprises 108,077 images with dense annotations within each image, including region descriptions, objects, attributes, relationships etc. Since Visual Genome is partially sourced from MS-COCO, we also collect captions for images from MS-COCO.

2024年11月1日 · You are free: to share – to copy, distribute and transmit the work; to remix – to adapt the work; Under the following conditions: attribution – You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.

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2024年3月5日 · 我们引入了一种新颖的 transformer 模型， Semantic Vision Transformers （sViT），它利用了最近在分割模型方面的进展设计新颖的 tokenizer 策略。 sViT 有效地利用语义信息， 创建了一种类似于卷积神经网络的归纳偏差（inductive bias），同时捕获了图像中的全局依赖性和上下文信息。 通过使用真实数据集进行验证，sViT 显示出比 ViT 更好的 性能， 在保持类似或更优的性能的同时需要更少的训练数据。 此外，sViT 在超出分布的泛化和对自然分布的鲁 …

Sai Vidya Institute of Technology (SVIT), Bangalore offers premier engineering programs with excellent infrastructure, experienced faculty, and top placements. Join SVIT for a successful engineering career.

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