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STEPS: Semantic Contract-Guided Scheduling for LLM-Assisted Natural Language-Driven Edge AI Services
Arxiv
0+阅读 · 6月15日
RISE: Relay Inference and Online Scheduling for Efficient Edge-Device Collaborative Diffusion Model Services
Arxiv
0+阅读 · 6月16日
Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception
Arxiv
0+阅读 · 6月15日
Edge Flow: A Tractable and Predictive Continuous-Time Model for Gradient Descent at the Edge of Stability
Arxiv
0+阅读 · 6月16日
Beyond MACs: Hardware Efficient Architecture Design for Vision Backbones
Arxiv
0+阅读 · 6月16日
Contactless Respiratory Monitoring on Heterogeneous Mobile Robots: A Multimodal Edge-Computing Framework
Arxiv
0+阅读 · 6月16日
Embedded Machine Learning for Microcontroller-Class Edge Devices: Data, Feature, Evaluation, and Deployment Pipelines
Embedded Machine Learning for Microcontroller-Class Edge Devices: Data, Feature, Evaluation, and Deployment Pipelines
Arxiv
0+阅读 · 6月16日
EmbodiTTA: Resource-Efficient Test-Time Adaptation for Embodied Visual Systems
Arxiv
0+阅读 · 6月16日
LLMs Infer Cultural Context but Fail to Apply It When Responding
Arxiv
0+阅读 · 6月16日
Sum-of-Squares Degree Barriers for the Reweighted-Hinge Method in Robust Halfspace Learning: A Christoffel-Function Characterization
Arxiv
0+阅读 · 6月15日
EdgeZSAD: Practical Zero-Shot Anomaly Detection on Edge Devices
Arxiv
0+阅读 · 6月15日
A Bifurcation Theory Framework for Gradient Descent on the Edge of Stability
Arxiv
0+阅读 · 6月14日
CogGuard: Cognitive and Operational Profiling for Proactive Warning in Edge Intelligent Services
Arxiv
0+阅读 · 6月13日
LISTEN: Lightweight Industrial Sound-representable Transformer for Edge Notification
Arxiv
0+阅读 · 6月13日
A RAG-Enhanced Bi-Level Cognitive Orchestration Framework for LEO Satellite Networks
Arxiv
0+阅读 · 6月13日
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