edge computing

Lightweight Delivery Detection on Doorbell Cameras WACV 2024 Low Precision Local Training is Enough for Federated Learning NeurIPS 2024 LuoShen: A Hyper-Converged Programmable Gateway for Multi-Tenant Multi-Service Edge Clouds NSDI 2024 MobileQuant: Mobile-friendly Quantization for On-device Language Models EMNLP 2024 On Hardware-efficient Inference in Probabilistic Circuits UAI 2024 Overload: Latency Attacks on Object Detection for Edge Devices CVPR 2024 PixelRNN: In-pixel Recurrent Neural Networks for End-to-end-optimized Perception with Neural Sensors CVPR 2024 Real-time Multi-modal Object Detection and Tracking on Edge for Regulatory Compliance Monitoring IJCAI 2024 Reducing the Side-Effects of Oscillations in Training of Quantized YOLO Networks WACV 2024 Reg-PTQ: Regression-specialized Post-training Quantization for Fully Quantized Object Detector CVPR 2024 Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference NeurIPS 2024 SBCFormer: Lightweight Network Capable of Full-Size ImageNet Classification at 1 FPS on Single Board Computers WACV 2024 SDPose: Tokenized Pose Estimation via Circulation-Guide Self-Distillation CVPR 2024 Sparse Binarization for Fast Keyword Spotting Interspeech 2024 SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression ICLR 2024 Stepping Forward on the Last Mile NeurIPS 2024 TANGO: Secure Collaborative Route Control across the Public Internet NSDI 2024 TinyLUT: Tiny Look-Up Table for Efficient Image Restoration at the Edge NeurIPS 2024 TinyTTA: Efficient Test-time Adaptation via Early-exit Ensembles on Edge Devices NeurIPS 2024 Towards Audio Codec-based Speech Separation Interspeech 2024 VeriCompress: A Tool to Streamline the Synthesis of Verified Robust Compressed Neural Networks from Scratch AAAI 2024 Wino Vidi Vici: Conquering Numerical Instability of 8-Bit Winograd Convolution for Accurate Inference Acceleration on Edge WACV 2024 Work in Progress: Text-to-speech on Edge Devices for Te Reo Māori and ‘Ōlelo Hawaiʻi COLING 2024 Zero-TPrune: Zero-Shot Token Pruning through Leveraging of the Attention Graph in Pre-Trained Transformers CVPR 2024 A Binary Keyword Spotting System with Error-Diffusion Based Feature Binarization Interspeech 2023