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Ming Xie

3 accepted papers

2024

Search for Gravitational Wave Probes - A Self-Supervised Learning for Pulsars Based on Signal Contexts

ICASSP 2024accepted

The recent successful detection of gravitational waves (GWs) at nanohertz based on pulsar timing arrays has underscored the growing significance of searching for new pulsars, which serve as valuable probes for GWs. However, one of the challenges in this endeavor is the lack of labeled data, which ca…

Cited by 0SourceScholar
2023

Align, Perturb and Decouple: Toward Better Leverage of Difference Information for RSI Change Detection

IJCAI 2023poster

Change detection is a widely adopted technique in remote sense imagery (RSI) analysis in the discovery of long-term geomorphic evolution. To highlight the areas of semantic changes, previous effort mostly pays attention to learning representative feature descriptors of a single image, while the diff…

2022

Learning Distinctive Margin Toward Active Domain Adaptation

CVPR 2022oral

Despite plenty of efforts focusing on improving the domain adaptation ability (DA) under unsupervised or few-shot semi-supervised settings, recently the solution of active learning started to attract more attention due to its suitability in transferring model in a more practical way with limited ann…

Cited by 42PDFcodeScholar