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05/26/2023
Building One-class Detector for Anything: Open-vocabulary Zero-shot OOD Detection Using Text-image Models
We focus on the challenge of out-of-distribution (OOD) detection in deep...
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12/02/2020
Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization
We introduce a novel representation learning method to disentangle pose-...
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10/23/2020
View-Invariant, Occlusion-Robust Probabilistic Embedding for Human Pose
Recognition of human poses and activities is crucial for autonomous syst...
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03/19/2020
Pose Augmentation: Class-agnostic Object Pose Transformation for Object Recognition
Object pose increases interclass object variance which makes object reco...
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12/02/2019
View-Invariant Probabilistic Embedding for Human Pose
Depictions of similar human body configurations can vary with changing v...
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06/07/2016
Active Long Term Memory Networks
Continual Learning in artificial neural networks suffers from interferen...
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06/06/2016