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- W4299317306 abstract "Conditional Generative Adversarial Networks (cGANs) are generative models that can produce data samples ($x$) conditioned on both latent variables ($z$) and known auxiliary information ($c$). We propose the Bidirectional cGAN (BiCoGAN), which effectively disentangles $z$ and $c$ in the generation process and provides an encoder that learns inverse mappings from $x$ to both $z$ and $c$, trained jointly with the generator and the discriminator. We present crucial techniques for training BiCoGANs, which involve an extrinsic factor loss along with an associated dynamically-tuned importance weight. As compared to other encoder-based cGANs, BiCoGANs encode $c$ more accurately, and utilize $z$ and $c$ more effectively and in a more disentangled way to generate samples." @default.
- W4299317306 created "2022-10-02" @default.
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- W4299317306 date "2017-11-20" @default.
- W4299317306 modified "2023-10-17" @default.
- W4299317306 title "Bidirectional Conditional Generative Adversarial Networks" @default.
- W4299317306 doi "https://doi.org/10.48550/arxiv.1711.07461" @default.
- W4299317306 hasPublicationYear "2017" @default.
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