Auto-Keras: An Efficient Neural Architecture Search System Jun 27, 2018 AutoML Bayesian Optimization
Code Code Available Pose Neural Fabrics Search Sep 16, 2019 Image Classification Keypoint Detection
Code Code Available SeqNAS: Neural Architecture Search for Event Sequence Classification Jan 6, 2024 Bayesian Optimization Classification
Code Code Available SGAS: Sequential Greedy Architecture Search Nov 30, 2019 Classification General Classification
Code Code Available AutoGrow: Automatic Layer Growing in Deep Convolutional Networks Jun 7, 2019 Neural Architecture Search
Code Code Available AutoGCN -- Towards Generic Human Activity Recognition with Neural Architecture Search Feb 2, 2024 Action Recognition Activity Recognition
Code Code Available Pretraining Neural Architecture Search Controllers with Locality-based Self-Supervised Learning Mar 15, 2021 Metric Learning Neural Architecture Search
Code Code Available sharpDARTS: Faster and More Accurate Differentiable Architecture Search Mar 23, 2019 Hyperparameter Optimization Image Classification
Code Code Available PreVIous: A Methodology for Prediction of Visual Inference Performance on IoT Devices Dec 13, 2019 Neural Architecture Search
Code Code Available Bridging the Gap of AutoGraph between Academia and Industry: Analysing AutoGraph Challenge at KDD Cup 2020 Apr 6, 2022 AutoML GPU
Code Code Available Bridge the Gap Between Architecture Spaces via A Cross-Domain Predictor Nov 1, 2022 GPU Neural Architecture Search
Code Code Available A Data-driven Approach to Neural Architecture Search Initialization Nov 5, 2021 Neural Architecture Search
Code Code Available Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search May 21, 2019 image-classification Image Classification
Code Code Available Probeable DARTS with Application to Computational Pathology Aug 16, 2021 Neural Architecture Search
Code Code Available Fast and Reliable Architecture Selection for Convolutional Neural Networks May 6, 2019 Bayesian Optimisation BIG-bench Machine Learning
Code Code Available Fast and Practical Neural Architecture Search Oct 1, 2019 Diversity GPU
Code Code Available Profiling Neural Blocks and Design Spaces for Mobile Neural Architecture Search Sep 25, 2021 Neural Architecture Search
Code Code Available MemNAS: Memory-Efficient Neural Architecture Search With Grow-Trim Learning Jun 1, 2020 Neural Architecture Search
Code Code Available Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild Dec 23, 2019 GPU Neural Architecture Search
Code Code Available Fast, Accurate and Lightweight Super-Resolution with Neural Architecture Search Jan 22, 2019 Neural Architecture Search Reinforcement Learning
Code Code Available Progressive Differentiable Architecture Search: Bridging the Depth Gap between Search and Evaluation Apr 29, 2019 GPU Neural Architecture Search
Code Code Available TransNAS-TSAD: Harnessing Transformers for Multi-Objective Neural Architecture Search in Time Series Anomaly Detection Nov 29, 2023 Anomaly Detection Computational Efficiency
Code Code Available Progressive Neural Architecture Search Dec 2, 2017 Evolutionary Algorithms General Classification
Code Code Available Progressive Subsampling for Oversampled Data -- Application to Quantitative MRI Mar 17, 2022 Deep Learning Neural Architecture Search
Code Code Available FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search Jul 3, 2019 Fairness Image Classification
Code Code Available Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search Nov 27, 2019 AutoML Neural Architecture Search
Code Code Available Boosting Order-Preserving and Transferability for Neural Architecture Search: a Joint Architecture Refined Search and Fine-tuning Approach Mar 18, 2024 Neural Architecture Search
Code Code Available ShiftNAS: Improving One-shot NAS via Probability Shift Jul 17, 2023 Attribute Neural Architecture Search
Code Code Available MFAS: Multimodal Fusion Architecture Search Jun 1, 2019 Action Recognition General Classification
Code Code Available Bonsai-Net: One-Shot Neural Architecture Search via Differentiable Pruners Jun 12, 2020 Neural Architecture Search
Code Code Available Adaptive Search-and-Training for Robust and Efficient Network Pruning Feb 1, 2023 Knowledge Distillation Network Pruning
Code Code Available BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters Aug 16, 2019 Bayesian Optimization Hyperparameter Optimization
Code Code Available Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search Oct 25, 2022 Evolutionary Algorithms Neural Architecture Search
Code Code Available BLOX: Macro Neural Architecture Search Benchmark and Algorithms Oct 13, 2022 Neural Architecture Search
Code Code Available Exploring Unexplored Tensor Network Decompositions for Convolutional Neural Networks Dec 1, 2019 Model Compression Neural Architecture Search
Code Code Available Exploring Robust Architectures for Deep Artificial Neural Networks Jun 30, 2021 AutoML image-classification
Code Code Available Exploring Randomly Wired Neural Networks for Image Recognition Apr 2, 2019 Image Classification Neural Architecture Search
Code Code Available Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces Jul 2, 2022 Bayesian Optimization Neural Architecture Search
Code Code Available Blending Diverse Physical Priors with Neural Networks Oct 1, 2019 Neural Architecture Search
Code Code Available Ps and Qs: Quantization-aware pruning for efficient low latency neural network inference Feb 22, 2021 Bayesian Optimization Computational Efficiency
Code Code Available Shrink-Perturb Improves Architecture Mixing during Population Based Training for Neural Architecture Search Jul 28, 2023 Hyperparameter Optimization Image Generation
Code Code Available Experiments on Properties of Hidden Structures of Sparse Neural Networks Jul 27, 2021 Neural Architecture Search Prediction
Code Code Available Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts Jun 8, 2023 Language Modeling Language Modelling
Code Code Available Evolving Robust Neural Architectures to Defend from Adversarial Attacks Jun 27, 2019 Neural Architecture Search
Code Code Available Evolving Neural Networks through Augmenting Topologies Mar 13, 2006 Neural Architecture Search Reinforcement Learning
Code Code Available MobileDets: Searching for Object Detection Architectures for Mobile Accelerators Apr 30, 2020 CPU GPU
Code Code Available Evolving Neural Architecture Using One Shot Model Dec 23, 2020 GPU model
Code Code Available Pseudo-Inverted Bottleneck Convolution for DARTS Search Space Dec 31, 2022 Neural Architecture Search
Code Code Available Evolutionary NAS with Gene Expression Programming of Cellular Encoding May 27, 2020 General Classification GPU
Code Code Available TreeGrad: Transferring Tree Ensembles to Neural Networks Apr 25, 2019 BIG-bench Machine Learning Neural Architecture Search
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