conftrace_

video analytics

14 papers

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Co-occurring keywords

edge computing (210) continuous learning (11) accuracy optimization (4) inference optimization (219) deep neural network (1803) resource allocation (251) object detection (2762) gpu memory (17) layer sharing (2) latency optimization (119)

Papers

Multi-Edge Reinforced Collaborative Data Acquisition for Continuous Video Analytics by Prioritizing Quality over Quantity AAAI 2025
Region-based Content Enhancement for Efficient Video Analytics at the Edge NSDI 2025
E4: Energy-Efficient DNN Inference for Edge Video Analytics via Early Exiting and DVFS AAAI 2025
MadEye: Boosting Live Video Analytics Accuracy with Adaptive Camera Configurations NSDI 2024
Gemel: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge NSDI 2023
RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics NSDI 2023
Long-term Monitoring of Bird Flocks in the Wild IJCAI 2023
Boggart: Towards General-Purpose Acceleration of Retrospective Video Analytics NSDI 2023
MLink: Linking Black-Box Models for Collaborative Multi-Model Inference AAAI 2022
Privid: Practical, Privacy-Preserving Video Analytics Queries NSDI 2022
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers NSDI 2022
Partial Weight Adaptation for Robust DNN Inference CVPR 2020
On the Utility of Audiovisual Dialog Technologies and Signal Analytics for Real-time Remote Monitoring of Depression Biomarkers ACL 2020
Live Video Analytics at Scale with Approximation and Delay-Tolerance NSDI 2017