Abstract: Deep-learned variational auto-encoders (VAE) have shown remarkable capabilities for lossy image compression. These neural networks typically employ non-linear convolutional layers for ...
Un-0 is an image-generation model built on Kuramoto dynamics: it generates an image by integrating the phase dynamics of a population of coupled oscillators — no diffusion schedule, no adversary, no ...
Robust Auto-associative Memory via Convolutional Restricted Hopfield Networks Ci Lin, Tet Yeap, Iluju Kiringa PolicyGuard: Towards Test-time and Step-level Adversary (Backdoor) Defense for ...
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