| A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic Segmentation | Apr 25, 2024 | Autonomous DrivingEvolutionary Algorithms | CodeCode Available | 2 | 5 |
| TinyTNAS: GPU-Free, Time-Bound, Hardware-Aware Neural Architecture Search for TinyML Time Series Classification | Aug 29, 2024 | CPUDiagnostic | CodeCode Available | 1 | 5 |
| HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark | Mar 19, 2021 | Hardware Aware Neural Architecture SearchNeural Architecture Search | CodeCode Available | 1 | 5 |
| One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search | Nov 1, 2021 | Hardware Aware Neural Architecture SearchNeural Architecture Search | CodeCode Available | 1 | 5 |
| On Latency Predictors for Neural Architecture Search | Mar 4, 2024 | Hardware Aware Neural Architecture SearchMeta-Learning | CodeCode Available | 1 | 5 |
| Optimizing edge AI models on HPC systems with the edge in the loop | May 26, 2025 | Hardware Aware Neural Architecture SearchKnowledge Distillation | CodeCode Available | 0 | 5 |
| BatchQuant: Quantized-for-all Architecture Search with Robust Quantizer | May 19, 2021 | AllGPU | CodeCode Available | 0 | 5 |
| MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices | May 15, 2025 | Activity RecognitionCode Generation | CodeCode Available | 0 | 5 |
| Colab NAS: Obtaining lightweight task-specific convolutional neural networks following Occam's razor | Dec 15, 2022 | GPUHardware Aware Neural Architecture Search | CodeCode Available | 0 | 5 |
| U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture Search | Mar 23, 2022 | Hardware Aware Neural Architecture Searchimage-classification | CodeCode Available | 0 | 5 |
