junqiangwu / NAS
Neural architecture search(NAS)
☆10Updated 6 years ago
Alternatives and similar repositories for NAS
Users that are interested in NAS are comparing it to the libraries listed below
Sorting:
- [ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search☆156Updated 3 years ago
- PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search☆440Updated 4 years ago
- Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"☆362Updated 5 years ago
- aw_nas: A Modularized and Extensible NAS Framework☆250Updated last year
- PyTorch Implementation of DARTS: Differentiable Architecture Search☆447Updated 2 years ago
- TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size☆181Updated 2 years ago
- Implementation of ENAS for CNNs on CIFAR 10☆11Updated 5 years ago
- SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.☆245Updated 3 years ago
- ☆263Updated 5 years ago
- Awesome Neural Architecture Search Papers☆404Updated last year
- Paper lists of neural architecture search (NAS)☆130Updated 3 years ago
- Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm. In ECCV 2…☆185Updated 4 years ago
- A pytorch implementation of DoReFa-Net☆133Updated 5 years ago
- Zero-Cost Proxies for Lightweight NAS☆151Updated 2 years ago
- PyTorch implementation of "Pruning Filters For Efficient ConvNets"☆150Updated last year
- (CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation☆234Updated 3 years ago
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆355Updated 4 years ago
- ☆196Updated 9 months ago
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆380Updated 5 years ago
- [CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆384Updated 4 years ago
- [AAAI '23] PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor☆31Updated 2 years ago
- A reproduction of PRUNING FILTERS FOR EFFICIENT CONVNETS☆28Updated 4 years ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆441Updated last year
- Pytorch implementation of our paper accepted by CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map☆255Updated 4 years ago
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆176Updated last year
- Implementation of Neuron-level Structured Pruning using Polarization Regularizer☆81Updated 2 years ago
- [ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS☆105Updated 3 years ago
- [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark☆110Updated 2 years ago
- [CVPR 2020] This project is the PyTorch implementation of our accepted CVPR 2020 paper : forward and backward information retention for a…☆179Updated 5 years ago
- [CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy☆157Updated 4 years ago