Transposed Convolution

التفاف معكوس

عملية تكبير مكانية تُعاكس الالتفاف العادي، تزيد الأبعاد المكانية لخريطة السمات. يستخدمها فاكّ ترميز أقنعة SAM لتكبير الناتج من 64×64 إلى 256×256.

A spatial upsampling operation that reverses regular convolution, increasing the spatial dimensions of a feature map. SAM's mask decoder uses it to upsample from 64×64 to 256×256.

Also translated asالتفاف منقول، فكّ التفاف

First appears in this corpus in: Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks (2015)

Appears in these papers

Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks2015 in the sky ✦
Jukebox: A Generative Model for Music2020 in the sky ✦
Image-to-Image Translation with Conditional Adversarial Networks2017 in the sky ✦
Image-to-Image Translation with Conditional Adversarial Networks2017 in the sky ✦
Pixel Recurrent Neural Networks2016 in the sky ✦
Segment Anything2023 in the sky ✦
U-Net: Convolutional Networks for Biomedical Image Segmentation2015 in the sky ✦
U-Net: Convolutional Networks for Biomedical Image Segmentation2015 in the sky ✦