| FedSepsis: A Federated Multi-Modal Deep Learning-Based Internet of Medical Things Application for Early Detection of Sepsis from Electronic Health Records Using Raspberry Pi and Jetson Nano Devices | Jan 14, 2023 | CPUFederated Learning | CodeCode Available | 0 |
| Optimization of the energy efficiency in Smart Internet of Vehicles assisted by MEC | Jan 14, 2023 | CPUEdge-computing | —Unverified | 0 |
| ImMesh: An Immediate LiDAR Localization and Meshing Framework | Jan 12, 2023 | CPUDimensionality Reduction | CodeCode Available | 2 |
| Reaching the Edge of the Edge: Image Analysis in Space | Jan 12, 2023 | CPUEarth Observation | —Unverified | 0 |
| Improving Inference Performance of Machine Learning with the Divide-and-Conquer Principle | Jan 12, 2023 | CPUOptical Character Recognition | —Unverified | 0 |
| Distributed Deep Neural-Network-Based Middleware for Cyber-Attacks Detection in Smart IoT Ecosystem: A Novel Framework and Performance Evaluation Approach | Jan 6, 2023 | CPU | CodeCode Available | 1 |
| Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA | Jan 4, 2023 | CPUGPU | —Unverified | 0 |
| GPU accelerated matrix factorization of large scale data using block based approach | Jan 2, 2023 | CPUGPU | —Unverified | 0 |
| EfficientViT: Lightweight Multi-Scale Attention for High-Resolution Dense Prediction | Jan 1, 2023 | Autonomous DrivingCPU | —Unverified | 0 |
| RL and Fingerprinting to Select Moving Target Defense Mechanisms for Zero-day Attacks in IoT | Dec 30, 2022 | CPUReinforcement Learning (RL) | CodeCode Available | 0 |
| Autothrottle: A Practical Bi-Level Approach to Resource Management for SLO-Targeted Microservices | Dec 23, 2022 | CPUManagement | CodeCode Available | 1 |
| Accelerating Barnes-Hut t-SNE Algorithm by Efficient Parallelization on Multi-Core CPUs | Dec 22, 2022 | CPU | —Unverified | 0 |
| Image quality prediction using synthetic and natural codebooks: comparative results | Dec 20, 2022 | CPUVideo Quality Assessment | —Unverified | 0 |
| On the Design of Quantum Graph Convolutional Neural Network in the NISQ-Era and Beyond | Dec 19, 2022 | CPUGPU | CodeCode Available | 0 |
| Efficient Image Captioning for Edge Devices | Dec 18, 2022 | CPUImage Captioning | —Unverified | 0 |
| NAWQ-SR: A Hybrid-Precision NPU Engine for Efficient On-Device Super-Resolution | Dec 15, 2022 | CPUQuantization | —Unverified | 0 |
| Silhouette: Toward Performance-Conscious and Transferable CPU Embeddings | Dec 15, 2022 | CPUTransfer Learning | —Unverified | 0 |
| A Novel Active Solution for Two-Dimensional Face Presentation Attack Detection | Dec 14, 2022 | CPUFace Presentation Attack Detection | —Unverified | 0 |
| Elixir: Train a Large Language Model on a Small GPU Cluster | Dec 10, 2022 | CPUGPU | CodeCode Available | 7 |
| GPU-accelerated Guided Source Separation for Meeting Transcription | Dec 10, 2022 | blind source separationCPU | CodeCode Available | 1 |
| evosax: JAX-based Evolution Strategies | Dec 8, 2022 | CPUScheduling | CodeCode Available | 2 |
| Performance Quantification of a Nonlinear Model Predictive Controller by Parallel Monte Carlo Simulations of a Closed-loop System | Dec 5, 2022 | CPUModel Predictive Control | —Unverified | 0 |
| Precise Energy Consumption Measurements of Heterogeneous Artificial Intelligence Workloads | Dec 3, 2022 | CPU | —Unverified | 0 |
| Architectural Implications of Embedding Dimension during GCN on CPU and GPU | Dec 1, 2022 | CPUGPU | —Unverified | 0 |
| Exploiting Kernel Compression on BNNs | Dec 1, 2022 | CPUimage-classification | —Unverified | 0 |
| How to Train an Accurate and Efficient Object Detection Model on Any Dataset | Nov 30, 2022 | CPUobject-detection | —Unverified | 0 |
| Entropy-Driven Mixed-Precision Quantization for Deep Network Design | Nov 28, 2022 | CPUFace Detection | —Unverified | 0 |
| CWD: A Machine Learning based Approach to Detect Unknown Cloud Workloads | Nov 28, 2022 | CPU | —Unverified | 0 |
| DGI: Easy and Efficient Inference for GNNs | Nov 28, 2022 | CPU | —Unverified | 0 |
| DAMO-YOLO : A Report on Real-Time Object Detection Design | Nov 23, 2022 | CPUNeural Architecture Search | CodeCode Available | 4 |
| FRE: A Fast Method For Anomaly Detection And Segmentation | Nov 23, 2022 | Anomaly DetectionCPU | —Unverified | 0 |
| Joint Design of Power Control and Access Point Scheduling for Uplink Cell-Free Massive MIMO Networks | Nov 23, 2022 | CPUFairness | —Unverified | 0 |
| Compiler Provenance Recovery for Multi-CPU Architectures Using a Centrifuge Mechanism | Nov 22, 2022 | CPUMalware Analysis | —Unverified | 0 |
| PhAST: Physics-Aware, Scalable, and Task-specific GNNs for Accelerated Catalyst Design | Nov 22, 2022 | Computational EfficiencyCPU | CodeCode Available | 0 |
| Event Transformer+. A multi-purpose solution for efficient event data processing | Nov 22, 2022 | Action RecognitionAutonomous Driving | —Unverified | 0 |
| A Practical Stereo Depth System for Smart Glasses | Nov 19, 2022 | CPUDepth Estimation | CodeCode Available | 1 |
| Resource Allocation of Federated Learning for the Metaverse with Mobile Augmented Reality | Nov 16, 2022 | CPUFederated Learning | —Unverified | 0 |
| Features for the 0-1 knapsack problem based on inclusionwise maximal solutions | Nov 16, 2022 | CPU | CodeCode Available | 0 |
| ParticleGrid: Enabling Deep Learning using 3D Representation of Materials | Nov 15, 2022 | CPUDeep Learning | CodeCode Available | 1 |
| HigeNet: A Highly Efficient Modeling for Long Sequence Time Series Prediction in AIOps | Nov 13, 2022 | CPUTime Series | CodeCode Available | 0 |
| FullPack: Full Vector Utilization for Sub-Byte Quantized Inference on General Purpose CPUs | Nov 13, 2022 | CPUQuantization | —Unverified | 0 |
| TorchOpt: An Efficient Library for Differentiable Optimization | Nov 13, 2022 | CPUGPU | CodeCode Available | 2 |
| Runtime data center temperature prediction using Grammatical Evolution techniques | Nov 11, 2022 | CPUPrediction | —Unverified | 0 |
| WindowSHAP: An Efficient Framework for Explaining Time-series Classifiers based on Shapley Values | Nov 11, 2022 | CPUTime Series | CodeCode Available | 1 |
| NEON: Enabling Efficient Support for Nonlinear Operations in Resistive RAM-based Neural Network Accelerators | Nov 10, 2022 | Compiler OptimizationCPU | —Unverified | 0 |
| On the Application of Efficient Neural Mapping to Real-Time Indoor Localisation for Unmanned Ground Vehicles | Nov 9, 2022 | CPUGPU | —Unverified | 0 |
| TLP: A Deep Learning-based Cost Model for Tensor Program Tuning | Nov 7, 2022 | CPUGPU | CodeCode Available | 1 |
| SLOPT: Bandit Optimization Framework for Mutation-Based Fuzzing | Nov 7, 2022 | CPU | CodeCode Available | 1 |
| An Efficient MCMC Approach to Energy Function Optimization in Protein Structure Prediction | Nov 6, 2022 | CPUDrug Design | CodeCode Available | 0 |
| An Efficient FPGA-based Accelerator for Deep Forest | Nov 4, 2022 | CPU | —Unverified | 0 |