Sunshine-Ye / Beta-DARTS
official implementation of β-DARTS: Beta-Decay Regularization for Differentiable Architecture Search (CVPR22 oral).
☆85Updated 3 years ago
Alternatives and similar repositories for Beta-DARTS:
Users that are interested in Beta-DARTS are comparing it to the libraries listed below
- (ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search☆140Updated 3 years ago
- [CVPR 2022] Implementation of "Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search"☆24Updated 2 years ago
- HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers (CVPR21 Oral)☆141Updated 3 years ago
- ☆38Updated 2 years ago
- XNAS: An effective, modular, and flexible Neural Architecture Search (NAS) framework.☆48Updated 2 years ago
- [TPAMI 2024] This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.☆112Updated last year
- code for NASViT☆67Updated 2 years ago
- Code for "DARTS-: Robustly Stepping out of Performance Collapse Without Indicators"☆57Updated 4 years ago
- PyTorch code and checkpoints release for VanillaKD: https://arxiv.org/abs/2305.15781☆74Updated last year
- Code for our ICML'2020 paper "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization"☆76Updated 4 years ago
- ☆225Updated 3 years ago
- ☆262Updated 5 years ago
- ☆54Updated 4 years ago
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆176Updated last year
- Official code of "NAS acceleration via proxy data", IJCAI21☆10Updated 2 years ago
- Official PyTorch implementation of "Evolving Search Space for Neural Architecture Search"☆12Updated 3 years ago
- PyTorch implementation of BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models☆25Updated 2 years ago
- [CVPR '23] PA&DA: Jointly Sampling PAth and DAta for Consistent NAS☆36Updated 2 years ago
- Code for our ICLR'2021 paper "DrNAS: Dirichlet Neural Architecture Search"☆44Updated 4 years ago
- Code for ViTAS_Vision Transformer Architecture Search☆51Updated 3 years ago
- [ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS☆104Updated 3 years ago
- Collections of model quantization algorithms. Any issues, please contact Peng Chen (blueardour@gmail.com)☆42Updated 3 years ago
- NAS Benchmark in "Prioritized Architecture Sampling with Monto-Carlo Tree Search", CVPR2021☆38Updated 3 years ago
- Pytorch implementation of TPAMI 2022 -- 1xN Pattern for Pruning Convolutional Neural Networks☆44Updated 2 years ago
- [CVPR 2021]OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection☆44Updated last year
- code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"☆104Updated 3 years ago
- [CVPR 2021] Contrastive Neural Architecture Search with Neural Architecture Comparators☆40Updated 3 years ago
- Official Implementation of the detection self-distillation framework LGD.☆52Updated 2 years ago
- [NeurIPS'21] "Chasing Sparsity in Vision Transformers: An End-to-End Exploration" by Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang…☆89Updated last year
- The official implementation of the NeurIPS 2022 paper Q-ViT.☆88Updated last year