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Weakly supervised vision transformer/Ushahidi
Rekodi ya ushahidi wa mbinu

Weakly supervised vision transformer

Weakly Supervised Vision Transformer (WS-ViT) trains a Vision Transformer on image data that lacks precise pixel-level annotations, instead using cheaper, noisier supervision such as image-level class tags, bounding boxes, or web-scraped text. The global self-attention mechanism of the transformer makes it especially capable of localising objects and learning discriminative features from these incomplete labels.

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Weakly Supervised Vision Transformer (WS-ViT)
Rekodi ya mbinu ya kiajenda · ml-model / deep-learning
  • Dosovitskiy, A., Beyer, L., Kolesnikov, A., Weissenborn, D., Zhai, X., Unterthiner, T., Dehghani, M., Minderer, M., Heigold, G., Gelly, S., Uszkoreit, J., & Houlsby, N. (2021). An image is worth 16x16 words: Transformers for image recognition at scale. In International Conference on Learning Representations (ICLR). · URL
  • Zhou, Z.-H. (2022). A brief introduction to weakly supervised learning. National Science Review, 5(1), 44–53. · DOI 10.1093/nsr/nwx106
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Same method familyKnowledge Distillationmachine-suggested · Relational suggestion, not evidence.Same method familySelf-supervised Learningmachine-suggested · Relational suggestion, not evidence.Same method familySemi-supervised Learningmachine-suggested · Relational suggestion, not evidence.Same method familyVision Transformermachine-suggested · Relational suggestion, not evidence.

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Sources recorded, not reviewed

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