Self-supervised learning disentangled group representation as feature
A good visual representation is an inference map from observations (images) to features (vectors) that faithfully reflects the hidden modularized generative factors (semantics). In this paper, we formulate the notion of “good” representation from a group-theoretic view using Higgins’ definition of d...
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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/6227 https://ink.library.smu.edu.sg/context/sis_research/article/7230/viewcontent/NIPS2021_Causal_SSL_final.pdf |
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| Institution: | Singapore Management University |
| Language: | English |