(CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation
☆237Sep 23, 2021Updated 4 years ago
Alternatives and similar repositories for DNA
Users that are interested in DNA are comparing it to the libraries listed below
Sorting:
- (ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search☆142Dec 6, 2021Updated 4 years ago
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆177Oct 3, 2023Updated 2 years ago
- Code for AutoNL on ImageNet (CVPR2020)☆104May 16, 2020Updated 5 years ago
- Yet Another Pytorch Distributed MobileNetV2-based Networks Implementation☆63Apr 9, 2020Updated 5 years ago
- Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)☆294Jul 4, 2020Updated 5 years ago
- FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search☆304Jul 25, 2024Updated last year
- ☆266Oct 30, 2019Updated 6 years ago
- [ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'☆220Jun 8, 2020Updated 5 years ago
- Automated deep learning algorithms implemented in PyTorch.☆1,588Apr 24, 2022Updated 3 years ago
- code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"☆105Sep 29, 2021Updated 4 years ago
- (CVPR 2021, Oral) Dynamic Slimmable Network☆231Dec 31, 2021Updated 4 years ago
- Multinomial Distribution Learning for Effective Neural Architecture Search☆208Jun 24, 2019Updated 6 years ago
- Code for "Are labels necessary for neural architecture search"☆92Mar 20, 2024Updated 2 years ago
- Encodings for neural architecture search☆29Apr 5, 2021Updated 4 years ago
- Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)☆2,338Sep 26, 2022Updated 3 years ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆395Dec 14, 2020Updated 5 years ago
- Understanding and Robustifying DARTS☆158Apr 3, 2024Updated last year
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,449Aug 30, 2024Updated last year
- PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search☆444Jul 3, 2020Updated 5 years ago
- Revisiting Parameter Sharing for Automatic Neural Channel Number Search, NeurIPS 2020☆22Nov 15, 2020Updated 5 years ago
- ☆166Mar 25, 2023Updated 2 years ago
- Fast Neural Network Adaptation via Parameter Remapping and Architecture Search (ICLR2020 & TPAMI)☆165Jul 12, 2021Updated 4 years ago
- MixPath: A Unified Approach for One-shot Neural Architecture Search☆30Aug 10, 2020Updated 5 years ago
- Bridging the gap Between Stability and Scalability in Neural Architecture Search☆143Aug 17, 2021Updated 4 years ago
- TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)☆75May 23, 2021Updated 4 years ago
- SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.☆244Dec 17, 2021Updated 4 years ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,943Dec 14, 2023Updated 2 years ago
- [CVPR2020] CARS: Continuous Evolution for Efficient Neural Architecture Search☆103Jun 30, 2020Updated 5 years ago
- [ECCV'20 Oral] MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution☆159Oct 4, 2022Updated 3 years ago
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆929Mar 9, 2023Updated 3 years ago
- This repo contains the PyTorch implementation of the SNAS-Series papers☆150Jan 26, 2021Updated 5 years ago
- Mobile vision models and code☆918Feb 11, 2026Updated last month
- MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation. Published in CVPR 2020☆36Dec 17, 2020Updated 5 years ago
- NAS-FCOS: Fast Neural Architecture Search for Object Detection (CVPR 2020)☆196Jun 10, 2020Updated 5 years ago
- Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"☆364Feb 18, 2020Updated 6 years ago
- Code repositoy for "AOWS: Adaptive and optimal network width search with latency constraints", CVPR 2020☆36Jun 19, 2020Updated 5 years ago
- code of the paper "Vision-Language Navigation with Multi-granularity Observation and Auxiliary Reasoning Tasks"☆23Mar 23, 2021Updated 4 years ago
- SGAS: Sequential Greedy Architecture Search (CVPR'2020) https://www.deepgcns.org/auto/sgas☆162Jun 5, 2021Updated 4 years ago
- [CVPR 2021] Contrastive Neural Architecture Search with Neural Architecture Comparators☆40Apr 11, 2022Updated 3 years ago