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Hardware Aware Neural Architecture Search

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Showing 1–25 of 37 papers

TitleStatusHype
A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic SegmentationCode2
TinyTNAS: GPU-Free, Time-Bound, Hardware-Aware Neural Architecture Search for TinyML Time Series ClassificationCode1
On Latency Predictors for Neural Architecture SearchCode1
One Proxy Device Is Enough for Hardware-Aware Neural Architecture SearchCode1
HW-NAS-Bench:Hardware-Aware Neural Architecture Search BenchmarkCode1
MARCO: Hardware-Aware Neural Architecture Search for Edge Devices with Multi-Agent Reinforcement Learning and Conformal Prediction Filtering—0
Energy-Efficient Deep Learning for Traffic Classification on Microcontrollers—0
Efficient Traffic Classification using HW-NAS: Advanced Analysis and Optimization for Cybersecurity on Resource-Constrained Devices—0
Optimizing edge AI models on HPC systems with the edge in the loopCode0
MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained DevicesCode0
SCAN-Edge: Finding MobileNet-speed Hybrid Networks for Diverse Edge Devices via Hardware-Aware Evolutionary Search—0
Combining Neural Architecture Search and Automatic Code Optimization: A Survey—0
SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search—0
QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks—0
Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric—0
MicroNAS: Memory and Latency Constrained Hardware-Aware Neural Architecture Search for Time Series Classification on Microcontrollers—0
Grassroots Operator Search for Model Edge Adaptation—0
Multi-Predict: Few Shot Predictors For Efficient Neural Architecture Search—0
Neural Architecture Search for Intel Movidius VPU—0
HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices—0
Colab NAS: Obtaining lightweight task-specific convolutional neural networks following Occam's razorCode0
Entropy-Driven Mixed-Precision Quantization for Deep Network DesignCode0
Toward Edge-Efficient Dense Predictions with Synergistic Multi-Task Neural Architecture Search—0
U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture SearchCode0
The Larger The Fairer? Small Neural Networks Can Achieve Fairness for Edge Devices—0
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