jackguagua / awesome-nas-papersLinks
Awesome Neural Architecture Search Papers
☆406Updated last year
Alternatives and similar repositories for awesome-nas-papers
Users that are interested in awesome-nas-papers are comparing it to the libraries listed below
Sorting:
- ☆196Updated last year
- Pruning Filter in Filter(NeurIPS2020)☆148Updated last year
- Paper lists of neural architecture search (NAS)☆134Updated 4 years ago
- (CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation☆237Updated 4 years ago
- Code for "DARTS-: Robustly Stepping out of Performance Collapse Without Indicators"☆56Updated 4 years ago
- This repo contains the PyTorch implementation of the SNAS-Series papers☆150Updated 4 years ago
- TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size☆187Updated 3 years ago
- Automated deep learning algorithms implemented in PyTorch.☆1,582Updated 3 years ago
- SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.☆245Updated 4 years ago
- aw_nas: A Modularized and Extensible NAS Framework☆252Updated last month
- PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search☆440Updated 5 years ago
- Neural Architecture Search (NAS) papers with code☆159Updated 3 years ago
- SQuant [ICLR22]☆130Updated 3 years ago
- NASBench: A Neural Architecture Search Dataset and Benchmark☆708Updated 2 years ago
- PyTorch Implementation of DARTS: Differentiable Architecture Search☆450Updated 3 years ago
- Open source reproduction in PyTorch of "Neural Predictor for Neural Architecture Search".☆39Updated 5 years ago
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆176Updated 2 years ago
- AutoML tools chain☆852Updated 2 years ago
- XNAS: An effective, modular, and flexible Neural Architecture Search (NAS) framework.☆47Updated 3 years ago
- Bilevel Optimization Library in Python for Multi-Task and Meta Learning☆180Updated 4 years ago
- A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures,…☆855Updated 4 years ago
- (ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search☆142Updated 4 years ago
- A curated list of awesome resources combining Transformers with Neural Architecture Search☆271Updated 2 years ago
- Pytorch Implementation of Neural Architecture Optimization☆113Updated 4 years ago
- [ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, …☆168Updated 4 years ago
- ☆265Updated 6 years ago
- [ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS☆104Updated 4 years ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆953Updated 9 months ago
- [ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search☆159Updated 3 years ago
- Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"☆364Updated 5 years ago