https://github.com/cloneofsimo/deep-abelian-actions
https://github.com/cloneofsimo/deep-abelian-actions
Last synced: 4 months ago
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- Host: GitHub
- URL: https://github.com/cloneofsimo/deep-abelian-actions
- Owner: cloneofsimo
- Created: 2021-11-20T19:34:42.000Z (over 4 years ago)
- Default Branch: master
- Last Pushed: 2021-11-24T16:02:27.000Z (over 4 years ago)
- Last Synced: 2025-01-21T06:43:23.948Z (over 1 year ago)
- Language: Python
- Size: 26.4 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Generative Representation Learning with Deep Abelian Actions
- [x] Baseline Encoder, Action genertation done, with simple action loss of a(g_a g_b^-1, b) , g_a
- [x] Compatibility loss, Abelian + Compatibility loss
- [x] Exp with various encoders (Currently vgg19, which might be good enough)
- [x] Exp with various decoders (Currently only Add, Scale, Warp network. Try UNnet-like structures)
- [ ] Unconditional Sampling with prototypical face ?
- [ ] Compare results, make tables, transitions
- [ ] Interface-gan-ish analysis