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Showing 1–48 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
BP-Net: Efficient Deep Learning for Continuous Arterial Blood Pressure Estimation using PhotoplethysmogramCode1
HAT: Hardware-Aware Transformers for Efficient Natural Language ProcessingCode1
LiteDepth: Digging into Fast and Accurate Depth Estimation on Mobile DevicesCode1
M3D-NCA: Robust 3D Segmentation with Built-in Quality ControlCode1
A real-time GP based MPC for quadcopters with unknown disturbances—0
Biases in Edge Language Models: Detection, Analysis, and Mitigation—0
DeepEdgeBench: Benchmarking Deep Neural Networks on Edge Devices—0
Design and Prototyping Distributed CNN Inference Acceleration in Edge Computing—0
ECORE: Energy-Conscious Optimized Routing for Deep Learning Models at the Edge—0
EdgeMLOps: Operationalizing ML models with Cumulocity IoT and thin-edge.io for Visual quality Inspection—0
Efficient Single-Image Depth Estimation on Mobile Devices, Mobile AI & AIM 2022 Challenge: Report—0
Embedded Planogram Compliance Control System—0
Emotion Filtering at the Edge—0
Evaluation Metrics for DNNs Compression—0
Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report—0
Fragile Mastery: Are Domain-Specific Trade-Offs Undermining On-Device Language Models?—0
GazeGen: Gaze-Driven User Interaction for Visual Content Generation—0
High-accuracy Vision-Based Attitude Estimation System for Air-Bearing Spacecraft Simulators—0
ImageNet Challenging Classification with the Raspberry Pi: An Incremental Local Stochastic Gradient Descent Algorithm—0
Realtime Facial Expression Recognition: Neuromorphic Hardware vs. Edge AI Accelerators—0
Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design—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
An Adaptive Device-Edge Co-Inference Framework Based on Soft Actor-Critic—0
Aperiodic two-layer energy management system for community microgrids based on blockchain strategy—0
Area and Power Efficient FFT/IFFT Processor for FALCON Post-Quantum Cryptography—0
A Converting Autoencoder Toward Low-latency and Energy-efficient DNN Inference at the Edge—0
Secure Video Streaming Using Dedicated Hardware—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
Tesla-Rapture: A Lightweight Gesture Recognition System from mmWave Radar Point Clouds—0
TinyM^2Net: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices—0
TinyReptile: TinyML with Federated Meta-Learning—0
Vision-Based Autonomous MM-Wave Reflector Using ArUco-Driven Angle-of-Arrival Estimation—0
Parallelization of a new embedded application for automatic meteor detection—0
Productive Reproducible Workflows for DNNs: A Case Study for Industrial Defect Detection—0
Quantum Algorithms for solving Hard Constrained Optimisation Problems—0
RansomAI: AI-powered Ransomware for Stealthy Encryption—0
Experimental implementation of a neural network optical channel equalizer in restricted hardware using pruning and quantization—0
ERIC: Estimating Rainfall with Commodity Doorbell Camera for Precision Residential IrrigationCode0
EdgeProfiler: A Fast Profiling Framework for Lightweight LLMs on Edge Using Analytical ModelCode0
Motion Detection using CSI from Raspberry Pi 4Code0
ThreshNet: An Efficient DenseNet Using Threshold Mechanism to Reduce ConnectionsCode0
Development, Optimization, and Deployment of Thermal Forward Vision Systems for Advance Vehicular Applications on Edge DevicesCode0
A Thorough Performance Benchmarking on Lightweight Embedding-based Recommender SystemsCode0
YOLOBench: Benchmarking Efficient Object Detectors on Embedded SystemsCode0
SPARTAN: Sparse Hierarchical Memory for Parameter-Efficient TransformersCode0
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