edge computing

Accelerated On-Device Forward Neural Network Training with Module-Wise Descending Asynchronism NeurIPS 2023 A Fast Unified System for 3D Object Detection and Tracking ICCV 2023 Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices NeurIPS 2023 Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge (Extended Abstract) IJCAI 2023 BiBench: Benchmarking and Analyzing Network Binarization ICML 2023 BiMatting: Efficient Video Matting via Binarization NeurIPS 2023 Building Flexible, Low-Cost Wireless Access Networks With Magma NSDI 2023 Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception NeurIPS 2023 DenseShift: Towards Accurate and Efficient Low-Bit Power-of-Two Quantization ICCV 2023 Efficient Image Captioning for Edge Devices AAAI 2023 Efficient On-Device Training via Gradient Filtering CVPR 2023 FaLA: Fast Linear Adaptation for Replacing Backbone Models on Edge Devices EMNLP 2023 Federated Learning Toolkit with Voice-based User Verification Demo Interspeech 2023 FemtoDet: An Object Detection Baseline for Energy Versus Performance Tradeoffs ICCV 2023 Gemel: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge NSDI 2023 Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices ACML 2023 High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments AAAI 2023 Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution ICCV 2023 LAB: Learnable Activation Binarizer for Binary Neural Networks WACV 2023 LinkLab 2.0: A Multi-tenant Programmable IoT Testbed for Experimentation with Edge-Cloud Integration NSDI 2023 Location-Aware Visual Question Generation with Lightweight Models EMNLP 2023 MAS: Towards Resource-Efficient Federated Multiple-Task Learning ICCV 2023 miniStreamer: Enhancing Small Conformer with Chunked-Context Masking for Streaming ASR Applications on the Edge Interspeech 2023 MobileTL: On-Device Transfer Learning with Inverted Residual Blocks AAAI 2023 Moccasin: Efficient Tensor Rematerialization for Neural Networks ICML 2023