Liujuan Cao
3 papers in the PaperMetrix corpus
Papers by this author
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Learning Similarity-specific Dictionary for Zero-shot Fine-grained Recognition
2019
In this paper, we study the problem of zero-shot fine-grained recognition. It aims to distinguish unseen subordinate categories through some other seen categories within an entry-level category. We demonstrate the necessity to learn multiple latent …
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Prioritized Subnet Sampling for Resource-Adaptive Supernet Training
2021 · arXiv (Cornell University)
A resource-adaptive supernet adjusts its subnets for inference to fit the dynamically available resources. In this paper, we propose prioritized subnet sampling to train a resource-adaptive supernet, termed PSS-Net. We maintain multiple subnet pools, each …
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Breaking the Bias: Recalibrating the Attention of Industrial Anomaly Detection
2024 · arXiv (Cornell University)
Due to the scarcity and unpredictable nature of defect samples, industrial anomaly detection (IAD) predominantly employs unsupervised learning. However, all unsupervised IAD methods face a common challenge: the inherent bias in normal samples, which causes …