Code for our ICML'2020 paper "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization"
☆77Apr 12, 2021Updated 4 years ago
Alternatives and similar repositories for SmoothDARTS
Users that are interested in SmoothDARTS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for our ICLR'2021 paper "DrNAS: Dirichlet Neural Architecture Search"☆43Apr 12, 2021Updated 4 years ago
- Code for "DARTS-: Robustly Stepping out of Performance Collapse Without Indicators"☆57Jan 15, 2021Updated 5 years ago
- Understanding and Robustifying DARTS☆158Apr 3, 2024Updated last year
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆177Oct 3, 2023Updated 2 years ago
- [ICLR 2020] NAS evaluation is frustratingly hard☆150Sep 24, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This repo contains the PyTorch implementation of the SNAS-Series papers☆150Jan 26, 2021Updated 5 years ago
- PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search☆444Jul 3, 2020Updated 5 years ago
- Official implementation of "UNAS: Differentiable Architecture Search Meets Reinforcement Learning", CVPR 2020 Oral☆63Oct 3, 2023Updated 2 years ago
- ☆41Sep 11, 2019Updated 6 years ago
- [ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS☆104Jan 5, 2022Updated 4 years ago
- The implementation of GOLD_NAS☆24Feb 17, 2025Updated last year
- MixPath: A Unified Approach for One-shot Neural Architecture Search☆30Aug 10, 2020Updated 5 years ago
- Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"☆365Feb 18, 2020Updated 6 years ago
- ☆68Nov 5, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Local search for NAS☆18Nov 3, 2020Updated 5 years ago
- Noisy Differentiable Architecture Search☆23Oct 17, 2021Updated 4 years ago
- SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.☆244Dec 17, 2021Updated 4 years ago
- released code for the paper: ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding☆31Nov 24, 2020Updated 5 years ago
- Cyclic Differentiable Architecture Search☆36Feb 14, 2022Updated 4 years ago
- PyTorch Code for "Evaluating the search phase of Neural Architecture Search" @ ICLR 2020☆49Dec 17, 2019Updated 6 years ago
- XNAS: An effective, modular, and flexible Neural Architecture Search (NAS) framework.☆47Jun 29, 2022Updated 3 years ago
- MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation. Published in CVPR 2020☆36Dec 17, 2020Updated 5 years ago
- ☆35Mar 4, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆266Oct 30, 2019Updated 6 years ago
- FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search☆304Jul 25, 2024Updated last year
- Codes for Understanding Architectures Learnt by Cell-based Neural Architecture Search☆28Feb 6, 2020Updated 6 years ago
- 'Discretization-Aware Architecture Search' alleviates the discretization gap in one-shot differentiable NAS. DAAS has been accepted by PR…☆20Jul 30, 2021Updated 4 years ago
- [ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'☆220Jun 8, 2020Updated 5 years ago
- ☆98Aug 23, 2019Updated 6 years ago
- ☆46Feb 26, 2020Updated 6 years ago
- Code for AutoNL on ImageNet (CVPR2020)☆104May 16, 2020Updated 5 years ago
- ProxylessNAS-Pytorch☆24Aug 9, 2019Updated 6 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Encodings for neural architecture search☆29Apr 5, 2021Updated 4 years ago
- SGAS: Sequential Greedy Architecture Search (CVPR'2020) https://www.deepgcns.org/auto/sgas☆162Jun 5, 2021Updated 4 years ago
- Automated neural architecture search algorithms implemented in PyTorch and Autogluon toolkit.☆12Apr 17, 2020Updated 5 years ago
- code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"☆105Sep 29, 2021Updated 4 years ago
- Code release to reproduce ASHA experiments from "Random Search and Reproducibility for NAS."☆22Nov 14, 2019Updated 6 years ago
- [CVPR 2020] When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks☆125Oct 21, 2020Updated 5 years ago
- Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)☆294Jul 4, 2020Updated 5 years ago