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Neural Architecture Search

116 directly classified papers

Papers per year

Papers

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