automl / multi-obj-baselines
☆22Updated last year
Related projects ⓘ
Alternatives and complementary repositories for multi-obj-baselines
- ☆35Updated 3 years ago
- ☆18Updated 2 years ago
- Code for our ICLR'2021 paper "DrNAS: Dirichlet Neural Architecture Search"☆42Updated 3 years ago
- This repository contains the publishable code for CVPR 2021 paper TransNAS-Bench-101: Improving Transferrability and Generalizability of …☆22Updated last year
- ☆74Updated 7 months ago
- ☆18Updated 5 years ago
- Codes for Understanding Architectures Learnt by Cell-based Neural Architecture Search☆27Updated 4 years ago
- [ICML 2021 Oral] "CATE: Computation-aware Neural Architecture Encoding with Transformers" by Shen Yan, Kaiqiang Song, Fei Liu, Mi Zhang☆19Updated 3 years ago
- "Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yu…☆25Updated last year
- [NeurIPS 2020] "Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?" by Shen Yan, Yu Zheng, Wei Ao, X…☆49Updated 3 years ago
- The first collection of surrogate benchmarks for Joint Architecture and Hyperparameter Search.☆13Updated last year
- ☆67Updated 4 years ago
- Introducing diverse tasks for NAS☆47Updated last year
- ☆26Updated 5 months ago
- [CVPR 2022] Implementation of "Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search"☆23Updated last year
- Encodings for neural architecture search☆29Updated 3 years ago
- Local search for NAS☆18Updated 4 years ago
- HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models☆13Updated last week
- Code release to accompany paper "Geometry-Aware Gradient Algorithms for Neural Architecture Search."☆23Updated 4 years ago
- ☆40Updated last year
- [ICLR '21] Interpretable Neural Architecture Search using Bayesian Optimisation with Weisfiler-Lehman Kernel (NAS-BOWL)☆24Updated 2 years ago
- ☆12Updated last year
- Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection☆21Updated 3 years ago
- Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)☆63Updated 3 months ago
- ☆10Updated 3 months ago
- [ICML2022] Training Your Sparse Neural Network Better with Any Mask. Ajay Jaiswal, Haoyu Ma, Tianlong Chen, ying Ding, and Zhangyang Wang☆26Updated 2 years ago
- Code for our ICLR'2022 paper "Generalizing Few-Shot NAS with Gradient Matching"☆21Updated 2 years ago
- Code for our ICML'2020 paper "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization"☆76Updated 3 years ago
- Generic Neural Architecture Search via Regression (NeurIPS'21 Spotlight)☆36Updated 2 years ago
- [NeurIPS 2021] “Stronger NAS with Weaker Predictors“, Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang W…☆27Updated 2 years ago