Neural-Tangent-Kernel-with-Orthogonal-Initialization

code for the paper 'On the Neural Tangent Kernel of Deep Networks with Orthogonal Initialization'

Stars

2

Forks

0

Language

Jupyter Notebook

Last Updated

Mar 19, 2022

Similar Repos
Repo Language Stars Description Updated At
Python 8 Code for OrthDNNs: Orthogonal Deep Neural Networks Sep 09, 2022
Python 7 TF2 Implementation of Physics Informed Neural Networks and Neural Tangent Kernel Jan 12, 2023
None 6 Neural Tangent Kernel Papers Aug 04, 2022
Python 4 The companion code for the paper "Segmenting Microarrays with Deep Neural Networks" Mar 27, 2020
Jupyter Notebook 7 Code for the paper Copolymer Informatics with Multi-Task Deep Neural Networks Jan 12, 2023
Jupyter Notebook 129 Code for the paper "Calibrating Deep Neural Networks using Focal Loss" Apr 25, 2023
Python 2 Fast Finite Width Neural Tangent Kernel Jun 20, 2022
Jupyter Notebook 2 Implementation of "Deep Learning in Random Neural Fields: Numerical Experiments via Neural Tangent Kernel" Mar 30, 2022
Python 81 Code for the paper: Augmenting genetic algorithms with deep neural networks for exploring the chemical … May 25, 2023
Python 13 Code for CVPR 2020 paper “Filter Grafting for Deep Neural Networks” Jan 16, 2021
Python 2 The code for the paper 'BA-Net: Bridge Attention for Deep Convolutional Neural Networks' Apr 06, 2022
Python 4 Code for "Radio Modulation Classification Using Deep Residual Neural Networks" paper Apr 19, 2023
Python 22 Code for the paper 'Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic … Aug 10, 2022
Python 5 Code for the paper "Modeling Structure with Undirected Neural Networks" Jul 27, 2022
Python 2 [AISTATS 2023] "On the Neural Tangent Kernel Analysis of Randomly Pruned Neural Networks", by Hongru … May 09, 2023
Python 3 Code for paper "Can pruning improve certified robustness of deep neural networks?" Apr 20, 2023
Python 3 Code for the paper "Evolution of Neural Tangent Kernels under Benign and Adversarial Training" Jan 04, 2023
Python 154 Sample code for deep learning & neural networks Sep 13, 2022
Jupyter Notebook 14 Code accompanying our paper "Finding trainable sparse networks through Neural Tangent Transfer" to be published … Oct 31, 2022
Python 317 Code for the paper "Curiosity-driven Exploration in Deep Reinforcement Learning via Bayesian Neural Networks" Jul 15, 2022
None 3 This is the official code for NeurIPS 2022 paper "Rank Diminishing in Deep Neural Networks". Dec 30, 2022
TeX 5 Neural Tangent Kernel の日本語説明 Mar 18, 2020
Python 8 The codebase and datasets for the IJCAI 2021 paper "The Surprising Power of Graph Neural … Nov 21, 2022
Jupyter Notebook 8 Source code of the paper "Prediction of Molecular Absorption Wavelength Using Deep Neural Networks" Aug 20, 2022
Python 10 An Orthogonal Classifier for Improving the Adversarial Robustness of Neural Networks Sep 26, 2022
Python 26 Code for the paper "Strongly Incremental Constituency Parsing with Graph Neural Networks" Jul 26, 2022
C++ 4 Deep Neural Networks with dlib Jan 28, 2023
Python 19 Codes for the paper "Deep Neural Networks with Multi-Branch Architectures Are Less Non-Convex" May 13, 2022
Jupyter Notebook 134 code for paper "Graph Structure of Neural Networks" Jul 10, 2022
Python 2 Code Repository for "Neural networks embrace diversity" paper Jul 10, 2023
Python 70 Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence … Aug 12, 2022
R 84 Data, code & materials from the paper "Generalisation in humans and deep neural networks" (NeurIPS … Jun 01, 2022
Python 4 Tensorflow implementation of the Online Deep Learning: Learning Deep Neural Networks on the Fly paper. Oct 04, 2022
Python 19 AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks Mar 15, 2022
Jupyter Notebook 18 Code for the paper Convolutional Neural Networks for Classifying Melanoma Images Sep 27, 2022
Python 2 Source code for paper <The Costs and Benefits of Goal-Directed Attention in Deep Convolutional Neural … Dec 24, 2021
Lua 14502 Face recognition with deep neural networks. Sep 22, 2022
Python 3 Face recognition with deep neural networks. Feb 18, 2019
Jupyter Notebook 2 Experiments with probabilistic deep neural networks Jan 19, 2019
Lua 3 Face recognition with deep neural networks. Mar 25, 2022
Python 67 Decensoring Hentai with Deep Neural Networks Aug 07, 2022
Python 4 Censoring Vagina with Deep Neural Networks Mar 29, 2023
None 3 Decensoring Hentai with Deep Neural Networks Apr 24, 2022
Python 2 Decensoring Hentai with Deep Neural Networks Dec 03, 2018
Lua 5 Face recognition with deep neural networks. Nov 10, 2021
Lua 8 Face recognition with deep neural networks. Mar 20, 2021
Python 3 Decensoring Hentai with Deep Neural Networks Jun 15, 2023
None 3 Decensoring Hentai with Deep Neural Networks Sep 16, 2023
Python 3 Decensoring Hentai with Deep Neural Networks May 21, 2024
Jupyter Notebook 3 Official code for the paper titled " Verifiable and Energy Efficient Medical Image Analysis with … May 08, 2023