在当前的AIGC浪潮中，扩散模型无疑是图像生成领域的绝对主力。我们熟知的 Stable Diffusion 等模型，大多在一种被称为“潜在空间”的低维数据空间里工作。这个潜在空间通常由一个变分自编码器（Variational Autoencoder, VAE）构建，其核心任务是尽可能无损地压缩和重建图像的像素细节。 与此同时，在计算机视觉的另一重要分支——视觉“理解”领域，像 DINO、CLIP ...

SVG Autoencoder - Uses a frozen representation encoder with a residual branch to compensate the information loss and a learned convolutional decoder to transfer the SVG latent space to pixel space.

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Abstract: The increasing complexity of Analog/Mixed-Signal (AMS) schematics has been posing significant challenges in structure recognition, particularly in the intellectual property (IP) industry, ...

Discover the Times Higher Education Malaysia University Rankings 2026 and explore which universities in Malaysia rank the highest. This list of Malaysian universities reveals the best universities and ...

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Malaysia's newest electric train service (ETS) connecting Johor Bahru and Kuala Lumpur will begin on Friday (Dec 12), reducing travel time between the two cities to slightly under four-and-a-half ...