conftrace_

edge computing

210 papers

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Also known as

EC

Co-occurring keywords

model compression (3302) federated learning (1333) edge device (33) large language model (13587) knowledge distillation (3725) object detection (2762) model quantization (281) neural network optimization (1293) efficient computing (781) neural architecture search (666)

Papers

SparCL: Sparse Continual Learning on the Edge NIPS 2022
CrowdFL: A Marketplace for Crowdsourced Federated Learning AAAI 2022
Low-bit Shift Network for End-to-End Spoken Language Understanding INTERSPEECH 2022
YOLO-ReT: Towards High Accuracy Real-Time Object Detection on Edge GPUs WACV 2022
Learning To Collaborate in Decentralized Learning of Personalized Models CVPR 2022
C2DN: How to Harness Erasure Codes at the Edge for Efficient Content Delivery NSDI 2022
Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation EMNLP 2022
Variational On-the-Fly Personalization ICML 2022
EcoFormer: Energy-Saving Attention with Linear Complexity NIPS 2022
Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation CVPR 2022
Multi-Player Multi-Armed Bandits with Finite Shareable Resources Arms: Learning Algorithms & Applications IJCAI 2022
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers NSDI 2022
SwarmMap: Scaling Up Real-time Collaborative Visual SLAM at the Edge NSDI 2022
FlowVocoder: A small Footprint Neural Vocoder based Normalizing Flow for Speech Synthesis INTERSPEECH 2022
Supervised Compression for Resource-Constrained Edge Computing Systems WACV 2022
edge-SR: Super-Resolution for the Masses WACV 2022
Resilient and Communication Efficient Learning for Heterogeneous Federated Systems ICML 2022
POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging ICML 2022
ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training ICML 2022
ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks ICML 2022
S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-Shot Segmentation WACV 2021
From Conception to Retirement: a Lifetime Story of a 3-Year-Old Wireless Beacon System in the Wild NSDI 2021
Federated Block Coordinate Descent Scheme for Learning Global and Personalized Models AAAI 2021
MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge NIPS 2021
Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples NIPS 2021