"deep equilibrium models" Papers

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Solving Inverse Problems with Model Mismatch using Untrained Neural Networks within Model-based Architectures

Peimeng Guan, Naveed Iqbal, Mark Davenport et al.

ICLR 2025arXiv:2403.04847
5
citations

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

Zenan Ling, Longbo Li, Zhanbo Feng et al.

ICML 2024arXiv:2402.02697
7
citations

Lyapunov-Stable Deep Equilibrium Models

Haoyu Chu, Shikui Wei, Ting Liu et al.

AAAI 2024paperarXiv:2304.12707
8
citations

Positive Concave Deep Equilibrium Models

Mateusz Gabor, Tomasz Piotrowski, Renato L. G. Cavalcante

ICML 2024arXiv:2402.04029
7
citations