pzhren / Awesome-NASView external linksLinks
☆196Jul 25, 2024Updated last year
Alternatives and similar repositories for Awesome-NAS
Users that are interested in Awesome-NAS are comparing it to the libraries listed below
Sorting:
- Awesome Neural Architecture Search Papers☆406Jan 31, 2024Updated 2 years ago
- Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)☆2,336Sep 26, 2022Updated 3 years ago
- PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search☆443Jul 3, 2020Updated 5 years ago
- TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)☆75May 23, 2021Updated 4 years ago
- (ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search☆142Dec 6, 2021Updated 4 years ago
- Code for "DARTS-: Robustly Stepping out of Performance Collapse Without Indicators"☆57Jan 15, 2021Updated 5 years ago
- NSAS code for CVPR review☆27Jun 2, 2021Updated 4 years ago
- ☆25Dec 11, 2021Updated 4 years ago
- Automated deep learning algorithms implemented in PyTorch.☆1,584Apr 24, 2022Updated 3 years ago
- Codes for DATA: Differentiable ArchiTecture Approximation.☆11Jul 22, 2021Updated 4 years ago
- Code for "Are labels necessary for neural architecture search"☆92Mar 20, 2024Updated last year
- Differentiable architecture search for convolutional and recurrent networks☆3,993Jan 3, 2021Updated 5 years ago
- Revisiting Parameter Sharing for Automatic Neural Channel Number Search, NeurIPS 2020☆22Nov 15, 2020Updated 5 years ago
- ICML2019 Accepted Paper. Overcoming Multi-Model Forgetting☆14Jun 5, 2019Updated 6 years ago
- [ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, …☆169Dec 30, 2021Updated 4 years ago
- PyTorch Implementation of DARTS: Differentiable Architecture Search☆450Jul 19, 2022Updated 3 years ago
- TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size☆189Oct 6, 2022Updated 3 years ago
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆177Oct 3, 2023Updated 2 years ago
- (CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation☆237Sep 23, 2021Updated 4 years ago
- [ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search☆159Apr 15, 2022Updated 3 years ago
- aw_nas: A Modularized and Extensible NAS Framework☆252Nov 25, 2025Updated 2 months ago
- ☆26Dec 10, 2020Updated 5 years ago
- [CVPRW 2021] Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms☆30Nov 9, 2022Updated 3 years ago
- Noisy Differentiable Architecture Search☆23Oct 17, 2021Updated 4 years ago
- [CVPR 2021]OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection☆45Feb 21, 2024Updated last year
- [NeurIPS 2020] "Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?" by Shen Yan, Yu Zheng, Wei Ao, X…☆50Jan 19, 2021Updated 5 years ago
- This repo contains the PyTorch implementation of the SNAS-Series papers☆150Jan 26, 2021Updated 5 years ago
- Benchmarking Attention Mechanism in Vision Transformers.☆20Oct 10, 2022Updated 3 years ago
- ☆20Mar 9, 2023Updated 2 years ago
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,449Aug 30, 2024Updated last year
- Zen-NAS, a lightning fast, training-free Neural Architecture Searching algorithm☆11Nov 12, 2021Updated 4 years ago
- ☆35Sep 14, 2021Updated 4 years ago
- HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers (CVPR21 Oral)☆143Jun 14, 2021Updated 4 years ago
- Encodings for neural architecture search☆29Apr 5, 2021Updated 4 years ago
- ☆10Jul 30, 2021Updated 4 years ago
- Caffe/Neon prototxt training file for our Neurocomputing2017 work: Fuzzy Quantitative Deep Compression Network☆12May 30, 2018Updated 7 years ago
- AutoML tools chain☆852Feb 15, 2023Updated 3 years ago
- Single Path One-Shot NAS MXNet implementation with Supernet training and searching☆19Dec 23, 2019Updated 6 years ago
- ☆26Apr 12, 2022Updated 3 years ago