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October 2024
FodFoM: Fake Outlier Data by Foundation Models Creates Stronger Visual Out-of-Distribution Detector
MM '24: Proceedings of the 32nd ACM International Conference on MultimediaPages 1981–1990https://doi.org/10.1145/3664647.3681309

Out-of-Distribution (OOD) detection is crucial when deploying machine learning models in open-world applications. The core challenge in OOD detection is mitigating the model's overconfidence on OOD data. While recent methods using auxiliary outlier ...
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March 2024
Efficient Respiration Rate Estimation Based on MIMO mmWave Radar
Algorithms and Architectures for Parallel ProcessingPages 423–442https://doi.org/10.1007/978-981-97-0798-0_25
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Respiration rate provides important reference for disease diagnosis and rehabilitation treatment. MmWave-based respiration rate estimation has increasingly attracted attention in recent years due to its non-intrusiveness and cost-effectiveness. ... $^{}$
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