changlin31 / DNA
(CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation
☆233Updated 3 years ago
Alternatives and similar repositories for DNA:
Users that are interested in DNA are comparing it to the libraries listed below
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆174Updated last year
- (ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search☆139Updated 3 years ago
- Fast Neural Network Adaptation via Parameter Remapping and Architecture Search (ICLR2020 & TPAMI)☆166Updated 3 years ago
- ☆262Updated 5 years ago
- SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.☆245Updated 3 years ago
- [ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'☆222Updated 4 years ago
- code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"☆104Updated 3 years ago
- Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)☆294Updated 4 years ago
- This repo contains the PyTorch implementation of the SNAS-Series papers☆149Updated 4 years ago
- PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search☆436Updated 4 years ago
- Implementation with latest PyTorch (v1.1) for multi-gpu DARTS https://arxiv.org/abs/1806.09055☆83Updated 5 years ago
- ☆165Updated last year
- Understanding and Robustifying DARTS☆155Updated 11 months ago
- HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers (CVPR21 Oral)☆141Updated 3 years ago
- ☆224Updated 3 years ago
- [ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, …☆168Updated 3 years ago
- TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size☆178Updated 2 years ago
- Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"☆362Updated 5 years ago
- ☆120Updated 4 years ago
- TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)☆76Updated 3 years ago
- Code for our ICML'2020 paper "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization"☆77Updated 3 years ago
- (CVPR 2021, Oral) Dynamic Slimmable Network☆229Updated 3 years ago
- Neural Architecture Transfer (Arxiv'20), PyTorch Implementation☆155Updated 4 years ago
- Pytorch implementation of SNAS☆75Updated 6 years ago
- [CVPR2020] CARS: Continuous Evolution for Efficient Neural Architecture Search☆104Updated 4 years ago
- [ECCV'20 Oral] MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution☆158Updated 2 years ago
- ☆54Updated 4 years ago
- Implementation for NAT.☆58Updated 5 years ago
- PyTorch Implementation of DARTS: Differentiable Architecture Search☆441Updated 2 years ago
- [ECCV 2020] DADA: Differentiable Automatic Data Augmentation☆190Updated last year