conftrace_

infinite depth

3 papers

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Co-occurring keywords

parameter distribution (6) long-range dependencies (34) trainability guarantee (1) graph neural network (3962) neural network (6616) long-range dependency (82) residual network (211) overparameterized network (14) multilayer perceptron (87) training dynamics (118)

Papers

Neural Tangent Kernel Analysis of Deep Narrow Neural Networks ICML 2022
EIGNN: Efficient Infinite-Depth Graph Neural Networks NIPS 2021
Infinitely deep neural networks as diffusion processes AISTATS 2020