Topic: "neural-architecture-search"
microsoft/nni 📦
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Language: Python - Size: 127 MB - Last synced at: 3 days ago - Pushed at: 12 months ago - Stars: 14,205 - Forks: 1,822
keras-team/autokeras
AutoML library for deep learning
Language: Python - Size: 43.4 MB - Last synced at: 4 days ago - Pushed at: 6 months ago - Stars: 9,239 - Forks: 1,411
hibayesian/awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects
Size: 16.8 MB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 4,092 - Forks: 688
quark0/darts
Differentiable architecture search for convolutional and recurrent networks
Language: Python - Size: 4.7 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 3,961 - Forks: 835
tensorflow/adanet
Fast and flexible AutoML with learning guarantees.
Language: Jupyter Notebook - Size: 2.46 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 3,459 - Forks: 530
carpedm20/ENAS-pytorch
PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
Language: Python - Size: 12.9 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 2,721 - Forks: 491
D-X-Y/Awesome-AutoDL
Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)
Language: Python - Size: 231 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 2,281 - Forks: 317
chaoyanghe/Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
Size: 210 KB - Last synced at: 9 days ago - Pushed at: almost 3 years ago - Stars: 1,964 - Forks: 330
kubeflow/katib
Automated Machine Learning on Kubernetes
Language: Python - Size: 101 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 1,583 - Forks: 475
D-X-Y/AutoDL-Projects
Automated deep learning algorithms implemented in PyTorch.
Language: Python - Size: 11 MB - Last synced at: about 4 hours ago - Pushed at: about 3 years ago - Stars: 1,582 - Forks: 284
markdtw/awesome-architecture-search
A curated list of awesome architecture search resources
Size: 54.7 KB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 1,187 - Forks: 199
THUMNLab/AutoGL
An autoML framework & toolkit for machine learning on graphs.
Language: Python - Size: 1.88 MB - Last synced at: 24 days ago - Pushed at: 11 months ago - Stars: 1,109 - Forks: 121
google-research/morph-net
Fast & Simple Resource-Constrained Learning of Deep Network Structure
Language: Python - Size: 6.14 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1,031 - Forks: 150
joeddav/devol
Genetic neural architecture search with Keras
Language: Python - Size: 83 KB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 949 - Forks: 112
JiahuiYu/slimmable_networks
Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019
Language: Python - Size: 321 KB - Last synced at: 30 days ago - Pushed at: over 2 years ago - Stars: 917 - Forks: 131
gigwegbe/tinyml-papers-and-projects
This is a list of interesting papers and projects about TinyML.
Size: 281 KB - Last synced at: 1 day ago - Pushed at: 5 months ago - Stars: 876 - Forks: 151
mit-han-lab/tinyengine
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory
Language: C - Size: 235 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 869 - Forks: 141
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.
Size: 150 KB - Last synced at: 2 days ago - Pushed at: about 4 years ago - Stars: 854 - Forks: 160
seungwonpark/RandWireNN
Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"
Language: Python - Size: 2.2 MB - Last synced at: about 21 hours ago - Pushed at: almost 6 years ago - Stars: 686 - Forks: 135
automl/HpBandSter
a distributed Hyperband implementation on Steroids
Language: Python - Size: 7.17 MB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 616 - Forks: 107
mit-han-lab/mcunet
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning
Language: Python - Size: 12 MB - Last synced at: 23 days ago - Pushed at: about 1 year ago - Stars: 567 - Forks: 95
automl/NASLib
NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several state-of-the-art NAS search spaces and optimizers.
Language: Python - Size: 519 MB - Last synced at: 8 days ago - Pushed at: 7 months ago - Stars: 557 - Forks: 124
VITA-Group/FasterSeg
[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang
Language: Python - Size: 5.99 MB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 526 - Forks: 106
SimonBlanke/Hyperactive
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
Language: Python - Size: 30.7 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 524 - Forks: 49
microsoft/archai
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
Language: Python - Size: 48.3 MB - Last synced at: 3 days ago - Pushed at: 8 months ago - Stars: 477 - Forks: 89
VITA-Group/AutoGAN
[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang
Language: Python - Size: 413 KB - Last synced at: 29 days ago - Pushed at: over 1 year ago - Stars: 467 - Forks: 85
titu1994/neural-architecture-search
Basic implementation of [Neural Architecture Search with Reinforcement Learning](https://arxiv.org/abs/1611.01578).
Language: Python - Size: 105 KB - Last synced at: 28 days ago - Pushed at: almost 4 years ago - Stars: 436 - Forks: 113
syne-tune/syne-tune
Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.
Language: Python - Size: 10.6 MB - Last synced at: about 17 hours ago - Pushed at: 2 days ago - Stars: 409 - Forks: 55
jackguagua/awesome-nas-papers
Awesome Neural Architecture Search Papers
Size: 152 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 404 - Forks: 55
wpf535236337/real-time-network
real-time network architecture for mobile devices and semantic segmentation
Size: 137 KB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 400 - Forks: 84
microsoft/nn-Meter
A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.
Language: Python - Size: 58.3 MB - Last synced at: 3 days ago - Pushed at: 11 months ago - Stars: 354 - Forks: 64
leopard-ai/betty
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
Language: Python - Size: 2.85 MB - Last synced at: 3 days ago - Pushed at: 12 months ago - Stars: 338 - Forks: 28
Pattio/DeepSwarm
Neural Architecture Search Powered by Swarm Intelligence 🐜
Language: Python - Size: 98.6 KB - Last synced at: 3 months ago - Pushed at: about 4 years ago - Stars: 325 - Forks: 38
chenxi116/PNASNet.pytorch
PyTorch implementation of PNASNet-5 on ImageNet
Language: Python - Size: 147 KB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 317 - Forks: 44
naszilla/naszilla
Naszilla is a Python library for neural architecture search (NAS)
Language: Python - Size: 1.72 MB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 309 - Forks: 46
Alibaba-NLP/ACE
[ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction
Language: Python - Size: 1.68 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 306 - Forks: 46
datawhalechina/awesome-compression
模型压缩的小白入门教程，PDF下载地址 https://github.com/datawhalechina/awesome-compression/releases
Size: 311 MB - Last synced at: 3 days ago - Pushed at: 9 days ago - Stars: 295 - Forks: 36
deephyper/deephyper
DeepHyper: A Python Package for Massively Parallel Hyperparameter Optimization in Machine Learning
Language: Python - Size: 44.3 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 292 - Forks: 62
DataCanvasIO/HyperTS
A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.
Language: Python - Size: 7.62 MB - Last synced at: 29 days ago - Pushed at: 2 months ago - Stars: 276 - Forks: 30
ianwhale/nsga-net
NSGA-Net, a Neural Architecture Search Algorithm
Language: Python - Size: 2.43 MB - Last synced at: about 1 month ago - Pushed at: almost 6 years ago - Stars: 268 - Forks: 80
DataCanvasIO/Hypernets
A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
Language: Python - Size: 17.8 MB - Last synced at: 30 days ago - Pushed at: 2 months ago - Stars: 267 - Forks: 41
automl/awesome-transformer-search
A curated list of awesome resources combining Transformers with Neural Architecture Search
Size: 50.8 KB - Last synced at: 8 days ago - Pushed at: about 2 years ago - Stars: 264 - Forks: 29
walkerning/aw_nas
aw_nas: A Modularized and Extensible NAS Framework
Language: Python - Size: 3.73 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 239 - Forks: 30
changlin31/DNA
(CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation
Language: Python - Size: 135 KB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 233 - Forks: 35
meijieru/AtomNAS
[ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'
Language: Python - Size: 121 KB - Last synced at: 3 months ago - Pushed at: about 5 years ago - Stars: 222 - Forks: 21
VITA-Group/AutoSpeech
[InterSpeech 2020] "AutoSpeech: Neural Architecture Search for Speaker Recognition" by Shaojin Ding*, Tianlong Chen*, Xinyu Gong, Weiwei Zha, Zhangyang Wang
Language: Python - Size: 193 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 208 - Forks: 42
alison-carrera/onn
Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)
Language: Python - Size: 66.4 KB - Last synced at: 30 days ago - Pushed at: over 5 years ago - Stars: 186 - Forks: 46
RootHarold/Lycoris
A lightweight and easy-to-use deep learning framework with neural architecture search.
Language: C++ - Size: 2.79 MB - Last synced at: 27 days ago - Pushed at: about 5 years ago - Stars: 176 - Forks: 2
VITA-Group/TENAS
[ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, Zhangyang Wang
Language: Python - Size: 216 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 167 - Forks: 31
GraphNAS/GraphNAS
This directory contains code necessary to run the GraphNAS algorithm.
Language: Python - Size: 832 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 165 - Forks: 36
lightaime/sgas
SGAS: Sequential Greedy Architecture Search (CVPR'2020) https://www.deepgcns.org/auto/sgas
Language: Python - Size: 1.06 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 162 - Forks: 28
lucaslie/torchprune
A research library for pytorch-based neural network pruning, compression, and more.
Language: Shell - Size: 6.62 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 154 - Forks: 22
PKU-DAIR/SGL
A scalable graph learning toolkit for extremely large graph datasets. (WWW'22, 🏆 Best Student Paper Award)
Language: Python - Size: 4.08 MB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 152 - Forks: 22
DrSleep/nas-segm-pytorch 📦
Code for Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells, CVPR '19
Language: Smalltalk - Size: 20.7 MB - Last synced at: 2 months ago - Pushed at: almost 5 years ago - Stars: 150 - Forks: 24
hav4ik/Hydra
Multi-Task Learning Framework on PyTorch. State-of-the-art methods are implemented to effectively train models on multiple tasks.
Language: Python - Size: 167 KB - Last synced at: about 2 months ago - Pushed at: about 6 years ago - Stars: 149 - Forks: 15
CanyonWind/Single-Path-One-Shot-NAS-MXNet
Single Path One-Shot NAS MXNet implementation with full training and searching pipeline. Support both Block and Channel Selection. Searched models better than the original paper are provided.
Language: Python - Size: 113 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 148 - Forks: 22
antoyang/NAS-Benchmark
[ICLR 2020] NAS evaluation is frustratingly hard
Language: Python - Size: 1.23 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 145 - Forks: 23
negrinho/deep_architect_legacy
DeepArchitect: Automatically Designing and Training Deep Architectures
Language: Python - Size: 34.2 KB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 145 - Forks: 20
xiaomi-automl/SCARLET-NAS
Bridging the gap Between Stability and Scalability in Neural Architecture Search
Language: Python - Size: 722 KB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 141 - Forks: 13
changlin31/BossNAS
(ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search
Language: Python - Size: 236 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 138 - Forks: 19
mikelzc1990/nsganetv2
[ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search
Language: Python - Size: 3.22 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 130 - Forks: 34
NiuTrans/NASPapers
Paper lists of neural architecture search (NAS)
Size: 1.87 MB - Last synced at: 4 months ago - Pushed at: almost 4 years ago - Stars: 128 - Forks: 23
kirthevasank/nasbot
Neural Architecture Search with Bayesian Optimisation and Optimal Transport
Language: Python - Size: 294 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 128 - Forks: 26
EMI-Group/evoxbench
Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.
Language: Python - Size: 1.74 MB - Last synced at: 18 days ago - Pushed at: 4 months ago - Stars: 124 - Forks: 17
gmh14/RobNets
[CVPR 2020] When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks
Language: Python - Size: 324 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 124 - Forks: 15
negrinho/deep_architect
A general, modular, and programmable architecture search framework
Language: Python - Size: 1.81 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 123 - Forks: 18
digantamisra98/EvoNorm
Unofficial PyTorch Implementation of EvoNorm
Language: Python - Size: 381 KB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 121 - Forks: 17
MLRichter/receptive_field_analysis_toolbox
A toolbox for receptive field analysis and visualizing neural network architectures
Language: Python - Size: 1.35 MB - Last synced at: 29 days ago - Pushed at: about 1 month ago - Stars: 114 - Forks: 5
microsoft/petridishnn
Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search
Language: Python - Size: 481 KB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 110 - Forks: 22
VITA-Group/AGD
[ICML 2020] "AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks" by Yonggan Fu, Wuyang Chen, Haotao Wang, Haoran Li, Yingyan (Celine) Lin, and Zhangyang (Atlas) Wang.
Language: Python - Size: 4.74 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 104 - Forks: 19
chenxi116/PNASNet.TF
TensorFlow implementation of PNASNet-5 on ImageNet
Language: Python - Size: 22.5 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 101 - Forks: 23
THUMNLab/awesome-auto-graph-learning
A paper collection about automated graph learning
Size: 112 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 96 - Forks: 7
bhpfelix/MTLNAS
[CVPR 2020] MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning
Language: Python - Size: 209 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 90 - Forks: 18
shibuiwilliam/ENAS-Keras
Keras implementation of Efficient Neural Architecture Search
Language: Python - Size: 71.3 KB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 88 - Forks: 33
microsoft/Moonlit
This is a collection of our research on efficient AI, covering hardware-aware NAS and model compression.
Language: Python - Size: 12 MB - Last synced at: 3 days ago - Pushed at: 8 months ago - Stars: 83 - Forks: 7
LARS-research/AutoSTR
H. Zhang, Q. Yao, M. Yang, Y. Xu, X. Bai. AutoSTR: Efficient Backbone Search for Scene Text Recognition. European Conference on Computer Vision (ECCV). 2020.
Language: Python - Size: 493 KB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 83 - Forks: 16
AnjieCheng/InstaNAS
⚡️ [AAAI'20][ICML'19 AutoML] InstaNAS: Instance-aware Neural Architecture Search
Language: Python - Size: 4.22 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 82 - Forks: 9
guyuchao/iNAS
Open Source Neural Architecture Search Toolbox for Device-aware Image Dense Prediction & Official implementation of ICCV2021 "iNAS: Integral NAS for Device-Aware Salient Object Detection"
Language: Python - Size: 698 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 79 - Forks: 10
automl/neps
Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.
Language: Python - Size: 23.3 MB - Last synced at: 8 days ago - Pushed at: 12 days ago - Stars: 78 - Forks: 17
VITA-Group/AsViT
[ICLR 2022] "As-ViT: Auto-scaling Vision Transformers without Training" by Wuyang Chen, Wei Huang, Xianzhi Du, Xiaodan Song, Zhangyang Wang, Denny Zhou
Language: Python - Size: 387 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 76 - Forks: 4
jhu-lcsr/costar_plan
Integrating learning and task planning for robots with Keras, including simulation, real robot, and multiple dataset support.
Language: Python - Size: 42.3 MB - Last synced at: 3 days ago - Pushed at: almost 6 years ago - Stars: 72 - Forks: 23
cambridge-mlg/DUN
Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)
Language: Jupyter Notebook - Size: 34.8 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 71 - Forks: 11
AberHu/TF-NAS
TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)
Language: Python - Size: 1.02 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 70 - Forks: 11
d-li14/regnet.pytorch
PyTorch-style and human-readable RegNet with a spectrum of pre-trained models
Language: Python - Size: 16.6 KB - Last synced at: 23 days ago - Pushed at: over 4 years ago - Stars: 69 - Forks: 14
dansuh17/deep-learning-roadmap
my own deep learning mastery roadmap
Size: 140 KB - Last synced at: 3 months ago - Pushed at: almost 6 years ago - Stars: 69 - Forks: 15
HayeonLee/MetaD2A
Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)
Language: Python - Size: 1.12 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 61 - Forks: 10
fdbtrs/PocketNet
Official repository for PocketNet: Extreme Lightweight Face Recognition Network using Neural Architecture Search and Multi-Step Knowledge Distillation
Language: Python - Size: 71.5 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 61 - Forks: 10
HayeonLee/HELP
Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight)
Language: Python - Size: 8.61 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 59 - Forks: 7
mechanicalsea/lighthubert
LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT
Language: Python - Size: 237 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 57 - Forks: 6
PKU-DAIR/mindware Fork of thomas-young-2013/mindware
An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.
Language: Python - Size: 62.9 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 56 - Forks: 9
ncfrey/litmatter
Rapid experimentation and scaling of deep learning models on molecular and crystal graphs.
Language: Jupyter Notebook - Size: 511 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 55 - Forks: 13
dnddnjs/pytorch-cifar10
The state-of-the-art algorithms on CIFAR-10 dataset in PyTorch
Language: Python - Size: 573 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 54 - Forks: 18
Sense-X/UniNet
Unified Architecture Search with Convolution, Transformer, and MLP (ECCV 2022)
Language: Python - Size: 288 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 52 - Forks: 1
yangsenius/PoseNFS
PyTorch implementation of Pose Neural Fabrics Search (PNFS)--Part-specific neural architecture search for human pose estimation.
Language: Python - Size: 1.98 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 52 - Forks: 9
matt-lourens/hierarqcal
Generate hierarchical quantum circuits for Neural Architecture Search.
Language: Python - Size: 50.7 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 50 - Forks: 19
VITA-Group/Sandwich-Batch-Normalization
[WACV 2022] "Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity" by Xinyu Gong, Wuyang Chen, Tianlong Chen and Zhangyang Wang
Language: Python - Size: 21.9 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 50 - Forks: 5
AIoT-MLSys-Lab/arch2vec
[NeurIPS 2020] "Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?" by Shen Yan, Yu Zheng, Wei Ao, Xiao Zeng, Mi Zhang
Language: Python - Size: 494 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 49 - Forks: 10
luminxu/ViPNAS
The official repo for CVPR2021——ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search.
Language: Python - Size: 7.48 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 48 - Forks: 11
JDAI-CV/CM-NAS
CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification (ICCV2021)
Language: Python - Size: 33.2 KB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 48 - Forks: 13
arberzela/EfficientNAS
Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search https://arxiv.org/abs/1807.06906
Language: Python - Size: 27.3 KB - Last synced at: 12 months ago - Pushed at: over 5 years ago - Stars: 48 - Forks: 6
