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Collections including paper arxiv:2411.07538

Papers - Training - Convergence - Gaussian Kernel

Unraveling the Gradient Descent Dynamics of Transformers

Paper • 2411.07538 • Published Nov 12 • 2

Papers - Math - SGD - Stochastic Gradient Descent

Unraveling the Gradient Descent Dynamics of Transformers

Paper • 2411.07538 • Published Nov 12 • 2

Papers - Training - Convergence - SoftMax vs SGD

Unraveling the Gradient Descent Dynamics of Transformers

Paper • 2411.07538 • Published Nov 12 • 2

Papers - Training - Convergence - Stoch Gradient Descent

Unraveling the Gradient Descent Dynamics of Transformers

Paper • 2411.07538 • Published Nov 12 • 2

Papers - Training - Convergence - Kernel - Gaussian

Unraveling the Gradient Descent Dynamics of Transformers

Paper • 2411.07538 • Published Nov 12 • 2

Papers - Training - Convergence - SoftMax

Unraveling the Gradient Descent Dynamics of Transformers

Paper • 2411.07538 • Published Nov 12 • 2

Papers - Training - Gradient Descent - Kernel

Neural Tangent Kernel: Convergence and Generalization in Neural Networks

Paper • 1806.07572 • Published Jun 20, 2018 • 1
Unraveling the Gradient Descent Dynamics of Transformers

Paper • 2411.07538 • Published Nov 12 • 2

Papers - Training - Kernel

Neural Tangent Kernel: Convergence and Generalization in Neural Networks

Paper • 1806.07572 • Published Jun 20, 2018 • 1
Unraveling the Gradient Descent Dynamics of Transformers

Paper • 2411.07538 • Published Nov 12 • 2

KAN or MLP: A Fairer Comparison

Paper • 2407.16674 • Published Jul 23 • 42
Unraveling the Gradient Descent Dynamics of Transformers

Paper • 2411.07538 • Published Nov 12 • 2

Papers - Custom Layers - MLP

about 13 hours ago

MLP Can Be A Good Transformer Learner

Paper • 2404.05657 • Published Apr 8 • 1
Toward a Better Understanding of Fourier Neural Operators: Analysis and Improvement from a Spectral Perspective

Paper • 2404.07200 • Published Apr 10 • 1
An inclusive review on deep learning techniques and their scope in handwriting recognition

Paper • 2404.08011 • Published Apr 10 • 1
Long-form music generation with latent diffusion

Paper • 2404.10301 • Published Apr 16 • 24

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