LAUSR

Sparse Gradient Based Structured Matrix Decomposition for Salient Object Detection

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0 Published in 2018 at "IEEE Access"

DOI: 10.1109/access.2018.2842070

Abstract: In the salient object detection, the given image can be decomposed into background regions (low-rank part) and salient regions (sparse part). In this paper, we present a novel sparse gradient-based structured matrix decomposition model for… read more here.

Keywords: object detection; sparse gradient; salient object; salient ... See more keywords

P2CEFL: Privacy-Preserving and Communication Efficient Federated Learning With Sparse Gradient and Dithering Quantization

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0 Published in 2024 at "IEEE Transactions on Mobile Computing"

DOI: 10.1109/tmc.2024.3445957

Abstract: Federated learning (FL) offers a promising framework for obtaining a global model by aggregating trained parameters from participating clients without transmitting their local private data. To further enhance privacy, differential privacy (DP)-based FL can be… read more here.

Keywords: privacy preserving; privacy; federated learning; sparse gradient ... See more keywords