Architecture search using unsupervised learning with symmetric auto-encoders and QLearning in PyTorch
-
Updated
Feb 24, 2018 - Python
Architecture search using unsupervised learning with symmetric auto-encoders and QLearning in PyTorch
Searching the best fit PVT model to COVIDx8A dataset by One-shot NAS.
Notes for doing really good software architecting.
Implementation of MetaQNN (https://arxiv.org/abs/1611.02167, https://github.com/bowenbaker/metaqnn.git) with Additions and Modifications in PyTorch for Image Generation with GAN where the Discriminator network is fixed and same as that in the infoGAN paper (https://arxiv.org/abs/1606.03657)
Code for ''Understanding and Exploring the Network with Stochastic Architectures''
A design space exploration tool for deep neural architectures
EComp: Evolutionary Compression of Neural Networks Using a Novel Similarity Objective
Implementation of MetaQNN (https://arxiv.org/abs/1611.02167, https://github.com/bowenbaker/metaqnn.git) with Additions and Modifications in PyTorch for Image Generation with Asymmetric Variational Autoencoders
A TensorFlow 2.0 implementation of MnasNet: Platform-Aware Neural Architecture Search for Mobile.
An up-to-date list of progress made in neural architecture search
Distributed Network Architecture Search
Implementation of MetaQNN (https://arxiv.org/abs/1611.02167, https://github.com/bowenbaker/metaqnn.git) with Additions and Modifications in PyTorch for Image Classification
Implementation of Autoslim using Tensorflow2
sharpDARTS: Faster and More Accurate Differentiable Architecture Search
A neural architecture optimizer, targeted at model-size w.r.t. accuracy
Relentless mutation!!
This github repository contains the official code for the paper, "Evolving Robust Neural Architectures to Defend from Adversarial Attacks"
Your local Flux surgeon
Evolve Flux networks from scratch!
A Fast DNN Accelerator Design Space Exploration Framework.
Add a description, image, and links to the architecture-search topic page so that developers can more easily learn about it.
To associate your repository with the architecture-search topic, visit your repo's landing page and select "manage topics."