A roundup of new products at Automate 2026, spanning integrated motion platforms, edge computing, adaptive robotics and ...

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Abstract: Pre-trained encoders in computer vision have recently received great attention from both research and industry communities. Among others, a promising paradigm is to utilize self-supervised ...

Abstract: Retinal vessel segmentation with deep learning technology is a crucial auxiliary method for clinicians to diagnose fundus diseases. However, the deep learning approaches inevitably lose the ...

We propose an encoder-decoder for open-vocabulary semantic segmentation comprising a hierarchical encoder-based cost map generation and a gradual fusion decoder. We introduce a category early ...

In eukaryotic cells, membrane-bound organelles with their characteristic morphologies and dynamics execute specialized functions. These membrane compartments also physically interconnect at membrane ...