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resource-constrained device

10 papers

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Co-occurring keywords · papers mentioning both

efficient computing (3) model compression (3) edge computing (2) time series classification (2) energy efficiency (2) knowledge distillation (2) accuracy degradation (1) distributed deep learning (1) attentive power iteration (1) network quantization (1)

Papers

FedSPU: Personalized Federated Learning for Resource-Constrained Devices with Stochastic Parameter Update AAAI 2025 Zero-shot Quantization: A Comprehensive Survey IJCAI 2025 An Empirical Study of Distributed Deep Learning Training on Edge (Student Abstract) AAAI 2024 Energy Efficient Streaming Time Series Classification with Attentive Power Iteration AAAI 2024 SILENCE: Protecting privacy in offloaded speech understanding on resource-constrained devices NeurIPS 2024 Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices ACML 2023 MobileVOS: Real-Time Video Object Segmentation Contrastive Learning Meets Knowledge Distillation CVPR 2023 Elastic-Link for Binarized Neural Networks AAAI 2022 Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices NeurIPS 2019 Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices NeurIPS 2018