andy
7052c8c915
Affected files: .obsidian/graph.json .obsidian/workspace.json STEM/AI/Neural Networks/CNN/FCN/FCN.md STEM/AI/Neural Networks/CNN/FCN/FlowNet.md STEM/AI/Neural Networks/CNN/FCN/Super-Resolution.md STEM/AI/Neural Networks/CNN/GAN/CycleGAN.md STEM/AI/Neural Networks/CNN/GAN/DC-GAN.md STEM/AI/Neural Networks/CNN/GAN/GAN.md STEM/AI/Neural Networks/CNN/GAN/cGAN.md STEM/AI/Neural Networks/CNN/Interpretation.md STEM/AI/Neural Networks/CNN/UpConv.md STEM/img/am-process.png STEM/img/am.png STEM/img/fcn-arch.png STEM/img/fcn-eval.png STEM/img/fcn-uses.png STEM/img/flownet-encode.png STEM/img/flownet-training.png STEM/img/flownet-upconv.png STEM/img/flownet.png STEM/img/super-res.png STEM/img/superres-results.png
23 lines
484 B
Markdown
23 lines
484 B
Markdown
Conditional [[GAN]]
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- Hard to control with [[Interpretation#Activation Maximisation|AM]]
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- Unconditional [[GAN]]
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- Condition synthesis on a class label
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- Concatenate unconditional code with conditioning vector
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- Label
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- No longer unsupervised
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- Everything labelled
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- Fake images and dataset
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- **Requires pairing**
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![[cgan.png]]
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![[cgan-example.png]]
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# Image Conditioning Vector
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![[icv-pos-neg-examples.png]]
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![[icv-results.png]]
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# Text Encoding
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- word2vec
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![[word2vec.png]] |