upsample

we need to upsample the dataset to balance the class distribution.

the algorithm will upsample images to enhance resolution.

engineers often upsample audio signals before processing.

you should upsample the features to match the input dimensions.

this method can upsample video frames smoothly.

the model uses transposed convolution to upsample feature maps.

we must upsample the signal by a factor of two.

neural networks can learn to upsample effectively.

the system upsamples low-resolution data automatically.

researchers upsample time series for better analysis.

upsampling helps improve the quality of upscaled images.

the technique upsamples data without introducing artifacts.