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Found 2 papers, 1 papers with code
Specific Emitter Identification Handling Modulation Variation with Margin Disparity Discrepancy
In the domain of Specific Emitter Identification (SEI), it is recognized that transmitters can be distinguished through the impairments of their radio frequency front-end, commonly referred to as Radio Frequency Fingerprint (RFF) features.
CILF:Causality Inspired Learning Framework for Out-of-Distribution Vehicle Trajectory Prediction
To leverage causal features for prediction, we propose a Causal Inspired Learning Framework (CILF), which includes three steps: 1) extracting domain-invariant causal feature by means of an invariance loss, 2) extracting domain variant feature by domain contrastive learning, and 3) separating domain-variant causal and non-causal feature by encouraging causal sufficiency.
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