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2205.13814
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Global Convergence of Over-parameterized Deep Equilibrium Models
27 May 2022
Zenan Ling
Xingyu Xie
Qiuhao Wang
Zongpeng Zhang
Zhouchen Lin
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Papers citing
"Global Convergence of Over-parameterized Deep Equilibrium Models"
7 / 7 papers shown
Title
IGNN-Solver: A Graph Neural Solver for Implicit Graph Neural Networks
Junchao Lin
Zenan Ling
Zhanbo Feng
Feng Zhou
Jingwen Xu
Feng Zhou
Tianqi Hou
Zhenyu Liao
Robert C. Qiu
GNN
AI4CE
48
0
0
11 Oct 2024
On the Equivalence between Implicit and Explicit Neural Networks: A High-dimensional Viewpoint
Zenan Ling
Zhenyu Liao
Robert C. Qiu
30
0
0
31 Aug 2023
Global Convergence Rate of Deep Equilibrium Models with General Activations
Lan V. Truong
37
2
0
11 Feb 2023
Deep Equilibrium Approaches to Diffusion Models
Ashwini Pokle
Zhengyang Geng
Zico Kolter
DiffM
22
39
0
23 Oct 2022
Gradient Descent Optimizes Infinite-Depth ReLU Implicit Networks with Linear Widths
Tianxiang Gao
Hongyang Gao
MLT
35
5
0
16 May 2022
On the Provable Generalization of Recurrent Neural Networks
Lifu Wang
Bo Shen
Bo Hu
Xing Cao
26
8
0
29 Sep 2021
On the Proof of Global Convergence of Gradient Descent for Deep ReLU Networks with Linear Widths
Quynh N. Nguyen
31
49
0
24 Jan 2021
1