architecture-search
There are 32 repositories under architecture-search topic.
guan-yuan/awesome-AutoML-and-Lightweight-Models
A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.
mit-han-lab/spvnas
[ECCV 2020] Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution
jackguagua/awesome-nas-papers
Awesome Neural Architecture Search Papers
NoamRosenberg/autodeeplab
AutoDeeplab / auto-deeplab / AutoML for semantic segmentation, implemented in Pytorch
AnjieCheng/MnasNet-PyTorch
A PyTorch implementation of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.
negrinho/deep_architect_legacy
DeepArchitect: Automatically Designing and Training Deep Architectures
negrinho/deep_architect
A general, modular, and programmable architecture search framework
juliagusak/model-compression-and-acceleration-progress
Repository to track the progress in model compression and acceleration
Shathe/MNasNet-Keras-Tensorflow
A Tensorflow Keras implementation (Graph and eager execution) of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.
jhu-lcsr/costar_plan
Integrating learning and task planning for robots with Keras, including simulation, real robot, and multiple dataset support.
ZigZag-Project/zigzag-v1
A Fast DNN Accelerator Design Space Exploration Framework.
DrChainsaw/NaiveGAflux.jl
Evolve Flux networks from scratch!
DrChainsaw/NaiveNASflux.jl
Your local Flux surgeon
shashankkotyan/RobustArchitectureSearch
This github repository contains the official code for the paper, "Evolving Robust Neural Architectures to Defend from Adversarial Attacks"
DrChainsaw/NaiveNASlib.jl
Relentless mutation!!
ahundt/sharpDARTS
sharpDARTS: Faster and More Accurate Differentiable Architecture Search
stephenjfox/Morph.py
A neural architecture optimizer, targeted at model-size w.r.t. accuracy
sseung0703/Autoslim_TF2
Implementation of Autoslim using Tensorflow2
SAGNIKMJR/MetaQNN_ImageClassification_PyTorch
Implementation of MetaQNN (https://arxiv.org/abs/1611.02167, https://github.com/bowenbaker/metaqnn.git) with Additions and Modifications in PyTorch for Image Classification
chenyaofo/awesome-architecture-search
An up-to-date list of progress made in neural architecture search
HankKung/DistNAS-for-Semantic-Segmentation
Distributed Network Architecture Search
nsarang/MnasNet
A TensorFlow 2.0 implementation of MnasNet: Platform-Aware Neural Architecture Search for Mobile.
AlfredsLapkovskis/MultimodalPlantClassifier
Source code for the paper "Automatic Fused Multimodal Deep Learning for Plant Identification" (Alfreds Lapkovskis, Natalia Nefedova & Ali Beikmohammadi, 2024)
AlfredsLapkovskis/MultimodalPlantClassifier-iOS
Source code of a sample iOS app for the paper "Automatic Fused Multimodal Deep Learning for Plant Identification" (Alfreds Lapkovskis, Natalia Nefedova & Ali Beikmohammadi, 2024)
SAGNIKMJR/MetaQNN_ImageGenerationVCAE_PyTorch
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
verrannt/enas-compression
EComp: Evolutionary Compression of Neural Networks Using a Novel Similarity Objective
alexhaislip/Software_Architecture_Notes
Notes for doing really good software architecting.
pooyanjamshidi/deeparch-xplorer
A design space exploration tool for deep neural architectures
SAGNIKMJR/MetaQNN_ImageGenerationGAN_DiscriminatorFixed_PyTorch
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)
thudzj/NSA
Code for ''Understanding and Exploring the Network with Stochastic Architectures''
hoangtv2000/COViTplusplus
Searching the best fit PVT model to COVIDx8A dataset by One-shot NAS.
SAGNIKMJR/ArchitectureSearch_Supervised_AE_QLearning_PyTorch
Architecture search using unsupervised learning with symmetric auto-encoders and QLearning in PyTorch