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05/16/2023
Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow
Recent semantic segmentation models accurately classify test-time exampl...
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07/27/2021
CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows
Unsupervised anomaly detection with localization has many practical appl...
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03/10/2021
AutoDO: Robust AutoAugment for Biased Data with Label Noise via Scalable Probabilistic Implicit Differentiation
AutoAugment has sparked an interest in automated augmentation methods fo...
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03/01/2020
Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision
Active learning (AL) aims to minimize labeling efforts for data-demandin...
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12/19/2019
Smart Home Appliances: Chat with Your Fridge
Current home appliances are capable to execute a limited number of voice...
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11/19/2018