edge computing

MST-compression: Compressing and Accelerating Binary Neural Networks with Minimum Spanning Tree ICCV 2023 PASS: Patch Automatic Skip Scheme for Efficient Real-Time Video Perception on Edge Devices AAAI 2023 Personal Primer Prototype 1: Invitation to Make Your Own Embooked Speech-Based Educational Artifact Interspeech 2023 Pruning Parameterization With Bi-Level Optimization for Efficient Semantic Segmentation on the Edge CVPR 2023 Resource-Efficient RGBD Aerial Tracking CVPR 2023 Searching Efficient Neural Architecture With Multi-Resolution Fusion Transformer for Appearance-Based Gaze Estimation WACV 2023 SparseProp: Efficient Sparse Backpropagation for Faster Training of Neural Networks at the Edge ICML 2023 Toward Edge-Efficient Dense Predictions With Synergistic Multi-Task Neural Architecture Search WACV 2023 Towards Real-Time Segmentation on the Edge AAAI 2023 XiNet: Efficient Neural Networks for tinyML ICCV 2023 Bunched LPCNet2: Efficient Neural Vocoders Covering Devices from Cloud to Edge Interspeech 2022 C2DN: How to Harness Erasure Codes at the Edge for Efficient Content Delivery NSDI 2022 CrowdFL: A Marketplace for Crowdsourced Federated Learning AAAI 2022 EcoFormer: Energy-Saving Attention with Linear Complexity NeurIPS 2022 edge-SR: Super-Resolution for the Masses WACV 2022 Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers NSDI 2022 FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server IJCAI 2022 FlowVocoder: A small Footprint Neural Vocoder based Normalizing Flow for Speech Synthesis Interspeech 2022 Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation EMNLP 2022 Learning To Collaborate in Decentralized Learning of Personalized Models CVPR 2022 Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation CVPR 2022 Low-bit Shift Network for End-to-End Spoken Language Understanding Interspeech 2022 Multi-Player Multi-Armed Bandits with Finite Shareable Resources Arms: Learning Algorithms & Applications IJCAI 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