changlin31 / DNA
(CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation
☆234Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for DNA
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆173Updated last year
- ☆259Updated 5 years ago
- (ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search☆137Updated 2 years ago
- Fast Neural Network Adaptation via Parameter Remapping and Architecture Search (ICLR2020 & TPAMI)☆164Updated 3 years ago
- SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.☆244Updated 2 years ago
- Understanding and Robustifying DARTS☆153Updated 7 months ago
- [ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'☆223Updated 4 years ago
- code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"☆103Updated 3 years ago
- ☆165Updated last year
- Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)☆295Updated 4 years ago
- PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search☆435Updated 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] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, …☆167Updated 2 years ago
- This repo contains the PyTorch implementation of the SNAS-Series papers☆147Updated 3 years ago
- ☆55Updated 4 years ago
- Code for our ICML'2020 paper "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization"☆76Updated 3 years ago
- Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"☆360Updated 4 years ago
- [CVPR2020] CARS: Continuous Evolution for Efficient Neural Architecture Search☆104Updated 4 years ago
- Neural Architecture Transfer (Arxiv'20), PyTorch Implementation☆152Updated 4 years ago
- TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size☆175Updated 2 years ago
- ☆223Updated 3 years ago
- (CVPR 2021, Oral) Dynamic Slimmable Network☆228Updated 2 years ago
- [CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy☆156Updated 4 years ago
- HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers (CVPR21 Oral)☆139Updated 3 years ago
- TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)☆76Updated 3 years ago
- ☆120Updated 4 years ago
- Code for “Discrimination-aware-Channel-Pruning-for-Deep-Neural-Networks”☆184Updated 4 years ago
- [ICLR 2020] NAS evaluation is frustratingly hard☆149Updated last year
- Zero-Cost Proxies for Lightweight NAS☆141Updated last year