Differential Evolution for Neural Architecture Search Dec 11, 2020 Bayesian Optimization Neural Architecture Search
Code Code Available 5 Automated Machine Learning on Graphs: A Survey Mar 1, 2021 AutoML BIG-bench Machine Learning
Code Code Available 5 AutoSpeech: Neural Architecture Search for Speaker Recognition May 7, 2020 image-classification Image Classification
Code Code Available 5 Efficient Forward Architecture Search May 31, 2019 feature selection GPU
Code Code Available 5 Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans Jan 14, 2021 Benchmarking Medical Diagnosis
Code Code Available 5 A Study on Encodings for Neural Architecture Search Jul 9, 2020 Neural Architecture Search
Code Code Available 5 Bag of Baselines for Multi-objective Joint Neural Architecture Search and Hyperparameter Optimization May 3, 2021 AutoML Hyperparameter Optimization
Code Code Available 5 Efficient Neural Architecture Search via Parameter Sharing Feb 9, 2018 GPU Language Modelling
Code Code Available 5 Blockwisely Supervised Neural Architecture Search with Knowledge Distillation Nov 29, 2019 Knowledge Distillation Neural Architecture Search
Code Code Available 5 CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Networks Mar 28, 2020 3D Medical Imaging Segmentation Action Recognition
Code Code Available 5 emoDARTS: Joint Optimisation of CNN & Sequential Neural Network Architectures for Superior Speech Emotion Recognition Mar 21, 2024 Emotion Recognition Neural Architecture Search
Code Code Available 5 EC-NAS: Energy Consumption Aware Tabular Benchmarks for Neural Architecture Search Oct 12, 2022 Neural Architecture Search
Code Code Available 5 Designing Novel Cognitive Diagnosis Models via Evolutionary Multi-Objective Neural Architecture Search Jul 10, 2023 cognitive diagnosis Neural Architecture Search
Code Code Available 5 Bayesian Model Selection, the Marginal Likelihood, and Generalization Feb 23, 2022 model Model Selection
Code Code Available 5 b-DARTS: Beta-Decay Regularization for Differentiable Architecture Search Jan 1, 2022 Neural Architecture Search
Code Code Available 5 β-DARTS: Beta-Decay Regularization for Differentiable Architecture Search Mar 3, 2022 Neural Architecture Search
Code Code Available 5 AIO-P: Expanding Neural Performance Predictors Beyond Image Classification Nov 30, 2022 2D Human Pose Estimation Classification
Code Code Available 5 Block-Wisely Supervised Neural Architecture Search With Knowledge Distillation Jun 1, 2020 Knowledge Distillation Neural Architecture Search
Code Code Available 5 Automated Search for Resource-Efficient Branched Multi-Task Networks Aug 24, 2020 Neural Architecture Search
Code Code Available 5 Evolutionary Neural Cascade Search across Supernetworks Mar 8, 2022 Neural Architecture Search
Code Code Available 5 AtomNAS: Fine-Grained End-to-End Neural Architecture Search Dec 20, 2019 Neural Architecture Search
Code Code Available 5 Adjoined Networks: A Training Paradigm with Applications to Network Compression Jun 10, 2020 Knowledge Distillation Neural Architecture Search
Code Code Available 5 BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation Jun 26, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 Exploring Relational Context for Multi-Task Dense Prediction Apr 28, 2021 Neural Architecture Search Prediction
Code Code Available 5 AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling Nov 18, 2020 Neural Architecture Search
Code Code Available 5 Aligned Structured Sparsity Learning for Efficient Image Super-Resolution Dec 1, 2021 Image Super-Resolution Knowledge Distillation
Code Code Available 5 Accelerating Evolutionary Neural Architecture Search via Multi-Fidelity Evaluation Aug 10, 2021 GPU Neural Architecture Search
Code Code Available 5 BM-NAS: Bilevel Multimodal Neural Architecture Search Apr 19, 2021 Neural Architecture Search
Code Code Available 5 Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces Jul 2, 2023 Bayesian Optimization Neural Architecture Search
Code Code Available 5 Towards Non-I.I.D. and Invisible Data with FedNAS: Federated Deep Learning via Neural Architecture Search Apr 18, 2020 Federated Learning Neural Architecture Search
Code Code Available 5 Automated Graph Machine Learning: Approaches, Libraries, Benchmarks and Directions Jan 4, 2022 BIG-bench Machine Learning Graph Learning
Code Code Available 5 BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search Mar 23, 2021 Image Classification Neural Architecture Search
Code Code Available 5 AutoML: A Survey of the State-of-the-Art Aug 2, 2019 AutoML Feature Engineering
Code Code Available 5 FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search Jun 21, 2020 image-classification Image Classification
Code Code Available 5 BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization Feb 20, 2021 Neural Architecture Search Quantization
Code Code Available 5 FreeREA: Training-Free Evolution-based Architecture Search Jun 17, 2022 Neural Architecture Search
Code Code Available 5 Designing the Topology of Graph Neural Networks: A Novel Feature Fusion Perspective Dec 29, 2021 feature selection Neural Architecture Search
Code Code Available 5 FuSeConv: Fully Separable Convolutions for Fast Inference on Systolic Arrays May 27, 2021 Neural Architecture Search
Code Code Available 5 DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models May 26, 2023 Bayesian Optimization Neural Architecture Search
Code Code Available 5 Automated Concatenation of Embeddings for Structured Prediction Oct 10, 2020 Aspect Extraction Chunking
Code Code Available 5 AdvRush: Searching for Adversarially Robust Neural Architectures Aug 3, 2021 Adversarial Robustness Neural Architecture Search
Code Code Available 5 Canvas: End-to-End Kernel Architecture Search in Neural Networks Apr 16, 2023 Neural Architecture Search
Code Code Available 5 Dataset Condensation with Gradient Matching Jun 10, 2020 Continual Learning Dataset Condensation
Code Code Available 5 GLiT: Neural Architecture Search for Global and Local Image Transformer Jul 7, 2021 image-classification Image Classification
Code Code Available 5 Grafting Transformer on Automatically Designed Convolutional Neural Network for Hyperspectral Image Classification Oct 21, 2021 Classification Hyperspectral Image Classification
Code Code Available 5 CATE: Computation-aware Neural Architecture Encoding with Transformers Feb 14, 2021 AutoML Neural Architecture Search
Code Code Available 5 ChamNet: Towards Efficient Network Design through Platform-Aware Model Adaptation Dec 21, 2018 Bayesian Optimization CPU
Code Code Available 5 AutoGL: A Library for Automated Graph Learning Apr 11, 2021 AutoML BIG-bench Machine Learning
Code Code Available 5 deepstruct -- linking deep learning and graph theory Nov 12, 2021 Deep Learning Neural Architecture Search
Code Code Available 5 AOWS: Adaptive and optimal network width search with latency constraints May 21, 2020 Neural Architecture Search
Code Code Available 5 