D-X-Y / NATS-Bench
TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size
☆180Updated 2 years ago
Alternatives and similar repositories for NATS-Bench:
Users that are interested in NATS-Bench are comparing it to the libraries listed below
- [ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS☆103Updated 3 years ago
- Zero-Cost Proxies for Lightweight NAS☆151Updated last year
- [ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, …☆167Updated 3 years ago
- ☆75Updated 11 months ago
- code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"☆104Updated 3 years ago
- ☆67Updated 4 years ago
- Neural Architecture Transfer (Arxiv'20), PyTorch Implementation☆156Updated 4 years ago
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆175Updated last year
- Code for our ICML'2020 paper "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization"☆77Updated 3 years ago
- This repo contains the PyTorch implementation of the SNAS-Series papers☆149Updated 4 years ago
- [NeurIPS 2020] "Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?" by Shen Yan, Yu Zheng, Wei Ao, X…☆49Updated 4 years ago
- [ICLR 2020] NAS evaluation is frustratingly hard☆149Updated last year
- Understanding and Robustifying DARTS☆155Updated 11 months ago
- Pytorch Implementation of Neural Architecture Optimization☆113Updated 3 years ago
- SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.☆245Updated 3 years ago
- Code for our ICLR'2021 paper "DrNAS: Dirichlet Neural Architecture Search"☆44Updated 3 years ago
- (CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation☆233Updated 3 years ago
- Open source reproduction in PyTorch of "Neural Predictor for Neural Architecture Search".☆40Updated 4 years ago
- (ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search☆139Updated 3 years ago
- ☆96Updated 5 years ago
- Generic Neural Architecture Search via Regression (NeurIPS'21 Spotlight)☆36Updated 2 years ago
- XNAS: An effective, modular, and flexible Neural Architecture Search (NAS) framework.☆48Updated 2 years ago
- Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.☆107Updated 5 years ago
- aw_nas: A Modularized and Extensible NAS Framework☆250Updated last year
- [CVPR 2020] When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks☆124Updated 4 years ago
- PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search☆437Updated 4 years ago
- Implementation with latest PyTorch (v1.1) for multi-gpu DARTS https://arxiv.org/abs/1806.09055☆83Updated 5 years ago
- [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark☆110Updated last year
- Code for "DARTS-: Robustly Stepping out of Performance Collapse Without Indicators"☆58Updated 4 years ago
- PyTorch port of "Efficient Neural Architecture Search via Parameters Sharing"☆53Updated 6 years ago