In unsupervised medical image registration, encoder-decoder architectures are widely used to predict dense, full-resolution displacement fields from paired images. Despite their popularity, we ...

Abstract: The problem of packing smaller objects within a larger object has been of interest for decades, including in information and coding theory. In these problems, in addition to the requirement ...

Encoder-only and Encoder-Decoder variants have been particularly effective for use cases where we finetune a pretrained model for a specific downstream task (s). However, when it comes to zero-shot ...

Publication Encoder-decoder framework with attention mechanism has become a mainstream solution to handwritten mathematical expression recognition (HMER) since “watch, attend and parse (WAP)” approach ...