52 citations · 83 across the 12 of their papers we have counts for
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cs.CV2023★ 2 cited
One-Step Diffusion Distillation via Deep Equilibrium Models
Zhengyang Geng, Ashwini Pokle, J. Zico Kolter
Diffusion models excel at producing high-quality samples but naively require hundreds of iterations, prompting multiple attempts to distill the generation process into a faster net…
cs.LG2023★ 3 cited
TorchDEQ: A Library for Deep Equilibrium Models
Zhengyang Geng, J. Zico Kolter
Deep Equilibrium (DEQ) Models, an emerging class of implicit models that maps inputs to fixed points of neural networks, are of growing interest in the deep learning community. How…