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| EdgeProfiler: A Fast Profiling Framework for Lightweight LLMs on Edge Using Analytical Model | Jun 6, 2025 | Natural Language UnderstandingQuantization | CodeCode Available | 0 |
| Vision-Based Autonomous MM-Wave Reflector Using ArUco-Driven Angle-of-Arrival Estimation | Jun 5, 2025 | Raspberry Pi 4 | —Unverified | 0 |
| SLAM-Based Navigation and Fault Resilience in a Surveillance Quadcopter with Embedded Vision Systems | Apr 18, 2025 | Face Recognitionobject-detection | —Unverified | 0 |
| Sustainable LLM Inference for Edge AI: Evaluating Quantized LLMs for Energy Efficiency, Output Accuracy, and Inference Latency | Apr 4, 2025 | BenchmarkingGSM8K | —Unverified | 0 |
| Fragile Mastery: Are Domain-Specific Trade-Offs Undermining On-Device Language Models? | Mar 16, 2025 | Model CompressionRaspberry Pi 4 | —Unverified | 0 |
| Biases in Edge Language Models: Detection, Analysis, and Mitigation | Feb 17, 2025 | FairnessRaspberry Pi 4 | —Unverified | 0 |
| EdgeMLOps: Operationalizing ML models with Cumulocity IoT and thin-edge.io for Visual quality Inspection | Jan 28, 2025 | Asset ManagementManagement | —Unverified | 0 |
| TakuNet: an Energy-Efficient CNN for Real-Time Inference on Embedded UAV systems in Emergency Response Scenarios | Jan 10, 2025 | Aerial Scene ClassificationCPU | CodeCode Available | 2 |
| AI-based Wearable Vision Assistance System for the Visually Impaired: Integrating Real-Time Object Recognition and Contextual Understanding Using Large Vision-Language Models | Dec 28, 2024 | Object RecognitionRaspberry Pi 4 | —Unverified | 0 |
