Xinwei Cao
1 indexed paper
Recent (6 mo)
1With code
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126
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Audio and Speech Processing×1NLP×1Sound×1
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2026
Local Diagnostics of Continuous Normalizing Flow for Out-of-Distribution Detection
The paper proposes a Lagrangian sub-flow (LSF) framework and geometric diagnostic signals to improve out-of-distribution detection using Continuous Normalizing Flows, overcoming the likelihood paradox in high-dimensional data.
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