neural architecture search

ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks ICML 2022 SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems CVPR 2022 SUMNAS: Supernet with Unbiased Meta-Features for Neural Architecture Search ICLR 2022 Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks ICLR 2022 TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets NeurIPS 2022 Tackling Neural Architecture Search With Quality Diversity Optimization AutoML 2022 TA-GATES: An Encoding Scheme for Neural Network Architectures NeurIPS 2022 Thrifty Neural Architecture Search for Medical Image Segmentation (Student Abstract) AAAI 2022 Towards a Robust Differentiable Architecture Search Under Label Noise WACV 2022 Towards One Shot Search Space Poisoning in Neural Architecture Search (Student Abstract) AAAI 2022 Towards Theoretically Grounded Evolutionary Learning IJCAI 2022 Training-Free Transformer Architecture Search CVPR 2022 Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces NeurIPS 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 Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space CVPR 2022 What to expect of hardware metric predictors in NAS AutoML 2022 ZARTS: On Zero-order Optimization for Neural Architecture Search NeurIPS 2022 Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework ICML 2021 Accelerating Neural Architecture Search via Proxy Data IJCAI 2021 Achieving On-Mobile Real-Time Super-Resolution With Neural Architecture and Pruning Search ICCV 2021 Activate or Not: Learning Customized Activation CVPR 2021 A Design Space Study for LISTA and Beyond ICLR 2021 AdvantageNAS: Efficient Neural Architecture Search with Credit Assignment AAAI 2021 AdvRush: Searching for Adversarially Robust Neural Architectures ICCV 2021