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video analytics

16 papers

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Co-occurring keywords · papers mentioning both

edge computing (6) continuous learning (3) accuracy optimization (2) inference optimization (2) deep neural network (2) resource allocation (2) object detection (2) continual learning (2) gpu memory (1) layer sharing (1)

Papers

AVA: Towards Agentic Video Analytics with Vision Language Models NSDI 2026 Remembrall: Leaning into Memory for Accurate Video Analytics on System-on-Chip GPUs NSDI 2026 E4: Energy-Efficient DNN Inference for Edge Video Analytics via Early Exiting and DVFS AAAI 2025 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 MadEye: Boosting Live Video Analytics Accuracy with Adaptive Camera Configurations NSDI 2024 Boggart: Towards General-Purpose Acceleration of Retrospective Video Analytics NSDI 2023 Gemel: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge NSDI 2023 Long-term Monitoring of Bird Flocks in the Wild IJCAI 2023 RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics NSDI 2023 Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers NSDI 2022 MLink: Linking Black-Box Models for Collaborative Multi-Model Inference AAAI 2022 Privid: Practical, Privacy-Preserving Video Analytics Queries NSDI 2022 On the Utility of Audiovisual Dialog Technologies and Signal Analytics for Real-time Remote Monitoring of Depression Biomarkers ACL 2020 Partial Weight Adaptation for Robust DNN Inference CVPR 2020 Live Video Analytics at Scale with Approximation and Delay-Tolerance NSDI 2017