Deep Equilibrium Models are Almost Equivalent to Not-so-deep Explicit Models for High-dimensional Gaussian Mixtures

no code implementations • 5 Feb 2024 • Zenan Ling, Longbo Li, Zhanbo Feng, Yixuan Zhang, Feng Zhou, Robert C. Qiu, Zhenyu Liao

Deep equilibrium models (DEQs), as a typical implicit neural network, have demonstrated remarkable success on various tasks.