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Showing 1–25 of 48 papers

TitleStatusHype
TakuNet: an Energy-Efficient CNN for Real-Time Inference on Embedded UAV systems in Emergency Response ScenariosCode2
SBCFormer: Lightweight Network Capable of Full-size ImageNet Classification at 1 FPS on Single Board ComputersCode1
M3D-NCA: Robust 3D Segmentation with Built-in Quality ControlCode1
LiteDepth: Digging into Fast and Accurate Depth Estimation on Mobile DevicesCode1
BP-Net: Efficient Deep Learning for Continuous Arterial Blood Pressure Estimation using PhotoplethysmogramCode1
HAT: Hardware-Aware Transformers for Efficient Natural Language ProcessingCode1
ECORE: Energy-Conscious Optimized Routing for Deep Learning Models at the Edge—0
EdgeProfiler: A Fast Profiling Framework for Lightweight LLMs on Edge Using Analytical ModelCode0
Vision-Based Autonomous MM-Wave Reflector Using ArUco-Driven Angle-of-Arrival Estimation—0
SLAM-Based Navigation and Fault Resilience in a Surveillance Quadcopter with Embedded Vision Systems—0
Sustainable LLM Inference for Edge AI: Evaluating Quantized LLMs for Energy Efficiency, Output Accuracy, and Inference Latency—0
Fragile Mastery: Are Domain-Specific Trade-Offs Undermining On-Device Language Models?—0
Biases in Edge Language Models: Detection, Analysis, and Mitigation—0
EdgeMLOps: Operationalizing ML models with Cumulocity IoT and thin-edge.io for Visual quality Inspection—0
AI-based Wearable Vision Assistance System for the Visually Impaired: Integrating Real-Time Object Recognition and Contextual Understanding Using Large Vision-Language Models—0
GazeGen: Gaze-Driven User Interaction for Visual Content Generation—0
ERIC: Estimating Rainfall with Commodity Doorbell Camera for Precision Residential IrrigationCode0
A Thorough Performance Benchmarking on Lightweight Embedding-based Recommender SystemsCode0
A Converting Autoencoder Toward Low-latency and Energy-efficient DNN Inference at the Edge—0
Aperiodic two-layer energy management system for community microgrids based on blockchain strategy—0
Realtime Facial Expression Recognition: Neuromorphic Hardware vs. Edge AI Accelerators—0
Area and Power Efficient FFT/IFFT Processor for FALCON Post-Quantum Cryptography—0
Embedded Planogram Compliance Control System—0
High-accuracy Vision-Based Attitude Estimation System for Air-Bearing Spacecraft Simulators—0
YOLOBench: Benchmarking Efficient Object Detectors on Embedded SystemsCode0
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