Siamese-NAS: Using Trained Samples Efficiently to Find Lightweight Neural Architecture by Prior Knowledge Oct 2, 2022 Neural Architecture Search
Code Code Available An Efficient End-to-End 3D Voxel Reconstruction based on Neural Architecture Search Feb 27, 2022 Binary Classification Neural Architecture Search
Code Code Available Simple And Efficient Architecture Search for Convolutional Neural Networks Nov 13, 2017 GPU Neural Architecture Search
Code Code Available MoGA: Searching Beyond MobileNetV3 Aug 4, 2019 AutoML CPU
Code Code Available AutoGAN: Neural Architecture Search for Generative Adversarial Networks Aug 11, 2019 image-classification Image Classification
Code Code Available Inexact bilevel stochastic gradient methods for constrained and unconstrained lower-level problems Oct 1, 2021 BIG-bench Machine Learning Bilevel Optimization
Code Code Available Zero-Cost Operation Scoring in Differentiable Architecture Search Jun 12, 2021 GPU Neural Architecture Search
Code Code Available Simultaneous Weight and Architecture Optimization for Neural Networks Oct 10, 2024 Decoder Network Embedding
Code Code Available QuantNAS for super resolution: searching for efficient quantization-friendly architectures against quantization noise Aug 31, 2022 Efficient Neural Network Image Super-Resolution
Code Code Available Evolutionary Architecture Search for Graph Neural Networks Sep 21, 2020 AutoML Neural Architecture Search
Code Code Available Event Classification with Multi-step Machine Learning Jun 4, 2021 BIG-bench Machine Learning Classification
Code Code Available Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science Mar 20, 2016 Automated Feature Engineering AutoML
Code Code Available Evaluating the Search Phase of Neural Architecture Search Feb 21, 2019 Neural Architecture Search
Code Code Available MRF-UNets: Searching UNet with Markov Random Fields Jul 13, 2022 Neural Architecture Search Semantic Segmentation
Code Code Available ES-ENAS: Efficient Evolutionary Optimization for Large Hybrid Search Spaces Jan 19, 2021 Combinatorial Optimization Continuous Control
Code Code Available YOLOBench: Benchmarking Efficient Object Detectors on Embedded Systems Jul 26, 2023 Benchmarking CPU
Code Code Available MS-RANAS: Multi-Scale Resource-Aware Neural Architecture Search Sep 29, 2020 image-classification Image Classification
Code Code Available Single-DARTS: Towards Stable Architecture Search Aug 18, 2021 Neural Architecture Search
Code Code Available Encodings for Prediction-based Neural Architecture Search Mar 4, 2024 Neural Architecture Search Prediction
Code Code Available Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization Jul 1, 2019 AutoML GPU
Code Code Available Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours Apr 5, 2019 General Classification GPU
Code Code Available Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks Jun 1, 2022 Neural Architecture Search
Code Code Available EMT-NAS:Transferring Architectural Knowledge Between Tasks From Different Datasets Jan 1, 2023 Multi-Task Learning Neural Architecture Search
Code Code Available EmProx: Neural Network Performance Estimation For Neural Architecture Search Jun 13, 2022 Benchmarking Decoder
Code Code Available Multi-fidelity Neural Architecture Search with Knowledge Distillation Jun 15, 2020 Knowledge Distillation Neural Architecture Search
Code Code Available Meta-learning Convolutional Neural Architectures for Multi-target Concrete Defect Classification with the COncrete DEfect BRidge IMage Dataset Apr 2, 2019 General Classification Meta-Learning
Code Code Available Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data Oct 4, 2023 AutoML Hyperparameter Optimization
Code Code Available Multinomial Distribution Learning for Effective Neural Architecture Search May 18, 2019 GPU Neural Architecture Search
Code Code Available Élivágar: Efficient Quantum Circuit Search for Classification Jan 17, 2024 Classification Neural Architecture Search
Code Code Available Einconv: Exploring Unexplored Tensor Network Decompositions for Convolutional Neural Networks Aug 13, 2019 Model Compression Neural Architecture Search
Code Code Available Utilizing Data Fingerprints for Privacy-Preserving Algorithm Selection in Time Series Classification: Performance and Uncertainty Estimation on Unseen Datasets Sep 13, 2024 Multi-target regression Neural Architecture Search
Code Code Available Multi-Objective Evolutionary Neural Architecture Search for Recurrent Neural Networks Mar 17, 2024 Neural Architecture Search
Code Code Available Random Search and Reproducibility for Neural Architecture Search Feb 20, 2019 Hyperparameter Optimization Neural Architecture Search
Code Code Available To Share or Not To Share: A Comprehensive Appraisal of Weight-Sharing Feb 11, 2020 Neural Architecture Search
Code Code Available MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices May 15, 2025 Activity Recognition Code Generation
Code Code Available Small-Group Learning, with Application to Neural Architecture Search Dec 23, 2020 Neural Architecture Search
Code Code Available Toward Extremely Lightweight Distracted Driver Recognition With Distillation-Based Neural Architecture Search and Knowledge Transfer Feb 9, 2023 Knowledge Distillation Neural Architecture Search
Code Code Available Multi-Objective Neural Architecture Search Based on Diverse Structures and Adaptive Recommendation Jul 6, 2020 GPU Neural Architecture Search
Code Code Available SMASH: One-Shot Model Architecture Search through HyperNetworks Aug 17, 2017 model Neural Architecture Search
Code Code Available AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search Mar 26, 2019 GPU Image Captioning
Code Code Available AutoDispNet: Improving Disparity Estimation With AutoML May 17, 2019 AutoML Bayesian Optimization
Code Code Available Efficient Training Under Limited Resources Jan 23, 2023 Data Augmentation Neural Architecture Search
Code Code Available Auto deep learning for bioacoustic signals Nov 8, 2023 Audio Classification Classification
Code Code Available Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware Apr 3, 2020 Benchmarking CPU
Code Code Available Multi-Objective Reinforced Evolution in Mobile Neural Architecture Search Jan 4, 2019 image-classification Image Classification
Code Code Available When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks Nov 25, 2019 Neural Architecture Search
Code Code Available SOTERIA: In Search of Efficient Neural Networks for Private Inference Jul 25, 2020 Neural Architecture Search
Code Code Available BenchENAS: A Benchmarking Platform for Evolutionary Neural Architecture Search Dec 1, 2022 Benchmarking GPU
Code Code Available Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation Jan 10, 2019 GPU image-classification
Code Code Available Variational Depth Search in ResNets Feb 6, 2020 Neural Architecture Search
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