Counterfactual zero-shot and open-set visual recognition
We present a novel counterfactual framework for both Zero-Shot Learning (ZSL) and Open-Set Recognition (OSR), whose common challenge is generalizing to the unseen-classes by only training on the seen-classes. Our idea stems from the observation that the generated samples for unseen-classes are often...
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| Main Authors: | , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2021
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/6120 https://ink.library.smu.edu.sg/context/sis_research/article/7123/viewcontent/counterfactual_zsl_openset_CVPR2021.pdf |
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| Institution: | Singapore Management University |
| Language: | English |