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09/12/2023
ATTA: Anomaly-aware Test-Time Adaptation for Out-of-Distribution Detection in Segmentation
Recent advancements in dense out-of-distribution (OOD) detection have pr...
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06/20/2023
MILD: Modeling the Instance Learning Dynamics for Learning with Noisy Labels
Despite deep learning has achieved great success, it often relies on a l...
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12/14/2022
Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic Expert
Equipping predicted segmentation with calibrated uncertainty is essentia...
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06/24/2022
Mutual Information-guided Knowledge Transfer for Novel Class Discovery
We tackle the novel class discovery problem, aiming to discover novel cl...
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07/21/2021