Neural Architecture Search

ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-Cost Proxies AAAI 2023 Automatic Relation-Aware Graph Network Proliferation CVPR 2022 AutoST: Towards the Universal Modeling of Spatio-temporal Sequences NeurIPS 2022 BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule CVPR 2022 BLOX: Macro Neural Architecture Search Benchmark and Algorithms NeurIPS 2022 Bridge the Gap Between Architecture Spaces via A Cross-Domain Predictor NeurIPS 2022 Distribution Consistent Neural Architecture Search CVPR 2022 DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy AAAI 2022 Efficient Architecture Search for Diverse Tasks NeurIPS 2022 EZNAS: Evolving Zero-Cost Proxies For Neural Architecture Scoring NeurIPS 2022 Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models NeurIPS 2022 Graph Neural Architecture Search Under Distribution Shifts ICML 2022 GreedyNASv2: Greedier Search With a Greedy Path Filter CVPR 2022 HyperSegNAS: Bridging One-Shot Neural Architecture Search With 3D Medical Image Segmentation Using HyperNet CVPR 2022 ISNAS-DIP: Image-Specific Neural Architecture Search for Deep Image Prior CVPR 2022 JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search NeurIPS 2022 NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks NeurIPS 2022 NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies NeurIPS 2022 TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets NeurIPS 2022 TA-GATES: An Encoding Scheme for Neural Network Architectures NeurIPS 2022 Towards One Shot Search Space Poisoning in Neural Architecture Search (Student Abstract) AAAI 2022 UDC: Unified DNAS for Compressible TinyML Models for Neural Processing Units NeurIPS 2022 Unifying and Boosting Gradient-Based Training-Free Neural Architecture Search NeurIPS 2022 ZARTS: On Zero-order Optimization for Neural Architecture Search NeurIPS 2022 AdvantageNAS: Efficient Neural Architecture Search with Credit Assignment AAAI 2021