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Arxiv
1d
53
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Enhancing Variational Autoencoders with Smooth Robust Latent Encoding
- Variational Autoencoders (VAEs) have been enhanced with Smooth Robust Latent VAE (SRL-VAE) framework.
- SRL-VAE introduces adversarial training to improve generation quality and robustness.
- By smoothing the latent space via adversarial perturbations, SRL-VAE promotes generalizable representations.
- SRL-VAE improves both image robustness and fidelity with minimal computational overhead.
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