edge computing

Real-Time Portrait Stylization on the Edge IJCAI 2022 Resilient and Communication Efficient Learning for Heterogeneous Federated Systems ICML 2022 ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks ICML 2022 SparCL: Sparse Continual Learning on the Edge NeurIPS 2022 SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems CVPR 2022 Starlight: Fast Container Provisioning on the Edge and over the WAN NSDI 2022 Supervised Compression for Resource-Constrained Edge Computing Systems WACV 2022 SwarmMap: Scaling Up Real-time Collaborative Visual SLAM at the Edge NSDI 2022 Training Up to 50 Class ML Models on 3 $ IoT Hardware via Optimizing One-vs-One Algorithm (Student Abstract) AAAI 2022 Variational On-the-Fly Personalization ICML 2022 YOLO-ReT: Towards High Accuracy Real-Time Object Detection on Edge GPUs WACV 2022 A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices AAAI 2021 A Serverless Approach to Federated Learning Infrastructure Oriented for IoT/Edge Data Sources (Student Abstract) AAAI 2021 BiPointNet: Binary Neural Network for Point Clouds ICLR 2021 Communication-efficient and Scalable Decentralized Federated Edge Learning IJCAI 2021 Deeplite NeutrinoTM: A BlackBox Framework for Constrained Deep Learning Model Optimization AAAI 2021 DeepMark++: Real-Time Clothing Detection at the Edge WACV 2021 EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation EMNLP 2021 Federated Block Coordinate Descent Scheme for Learning Global and Personalized Models AAAI 2021 From Conception to Retirement: a Lifetime Story of a 3-Year-Old Wireless Beacon System in the Wild NSDI 2021 Increasing Liquid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-modulated Plasticity NeurIPS 2021 MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge NeurIPS 2021 Mining Intelligent Patterns using SVAC for Precision Agriculture and Optimizing Irrigation (Student Abstract) AAAI 2021 Mistify: Automating DNN Model Porting for On-Device Inference at the Edge NSDI 2021 On-Device Streaming Transformer-Based End-to-End Speech Recognition Interspeech 2021