HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation

Yuval Nirkin
Yuval Nirkin
Cited by: 0|Bibtex|Views3
Other Links: arxiv.org

Abstract:

We present a novel, real-time, semantic segmentation network in which the encoder both encodes and generates the parameters (weights) of the decoder. Furthermore, to allow maximal adaptivity, the weights at each decoder block vary spatially. For this purpose, we design a new type of hypernetwork, composed of a nested U-Net for drawing h...More

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