Unlike the commonly used UNet-based diffusion models ... The DDT introduces a condition encoder and a velocity decoder to handle low- and high-frequency components in image generation separately. The ...

Secondly, in the transition region between encoder and decoder, the Feature Pyramid Attention (FPA ... and these patch-shaped anomaly regions are effectively detected by using the Kans-Unet model. The ...

The UNet architecture is particularly well-suited for biomedical image segmentation due to its symmetric structure, which consists of an encoder (downsampling path) and a decoder (upsampling path).

module to progressively align and fuse features from corresponding encoder and decoder stages through channel-wise operations, offering a novel approach to feature integration. Experimental results ...

Open Broadcast Systems, which offers software-based low-latency video encoding and decoding, has announced Mobile TV Group has selected its encoders and decoders for low-latency video transport.

The ability to quickly recognize sounds, particularly the vocalizations made by other animals, is known to contribute to the ...

The BCH encoder/decoder provides error correction code (ECC) capabilities for applications such as data storage and transmission. BCH is optimal for applications ...