| ParaGraph: Weighted Graph Representation for Performance Optimization of HPC Kernels | Apr 7, 2023 | CPUGPU | —Unverified | 0 |
| InterFormer: Real-time Interactive Image Segmentation | Apr 6, 2023 | Computational EfficiencyCPU | CodeCode Available | 1 |
| Patch-wise Features for Blur Image Classification | Apr 6, 2023 | ClassificationCPU | —Unverified | 0 |
| Real-Time Dense 3D Mapping of Underwater Environments | Apr 5, 2023 | 3D ReconstructionCPU | CodeCode Available | 1 |
| DLRover-RM: Resource Optimization for Deep Recommendation Models Training in the Cloud | Apr 4, 2023 | CPUGPU | —Unverified | 0 |
| TransPimLib: A Library for Efficient Transcendental Functions on Processing-in-Memory Systems | Apr 3, 2023 | CPUGPU | CodeCode Available | 1 |
| BOLT: An Automated Deep Learning Framework for Training and Deploying Large-Scale Search and Recommendation Models on Commodity CPU Hardware | Mar 30, 2023 | CPUFraud Detection | CodeCode Available | 0 |
| MobileInst: Video Instance Segmentation on the Mobile | Mar 30, 2023 | CPUDecoder | —Unverified | 0 |
| GNNBuilder: An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization | Mar 29, 2023 | Code GenerationCPU | CodeCode Available | 1 |
| Distributed Graph Embedding with Information-Oriented Random Walks | Mar 28, 2023 | CPUGraph Embedding | CodeCode Available | 0 |
| FAStEN: An Efficient Adaptive Method for Feature Selection and Estimation in High-Dimensional Functional Regressions | Mar 26, 2023 | CPUfeature selection | CodeCode Available | 1 |
| Robust Outdoor Positioning via Ray Tracing | Mar 22, 2023 | CPUOutdoor Positioning | —Unverified | 0 |
| Efficient Multi-stage Inference on Tabular Data | Mar 21, 2023 | AutoMLCPU | —Unverified | 0 |
| cito: An R package for training neural networks using torch | Mar 16, 2023 | CPUExplainable artificial intelligence | CodeCode Available | 0 |
| Neural Architecture Search for Effective Teacher-Student Knowledge Transfer in Language Models | Mar 16, 2023 | CoLACPU | —Unverified | 0 |
| Adapting U-Net for linear elastic stress estimation in polycrystal Zr microstructures | Mar 15, 2023 | CPUGPU | —Unverified | 0 |
| Machine Learning-Driven Adaptive OpenMP For Portable Performance on Heterogeneous Systems | Mar 15, 2023 | Code GenerationCPU | —Unverified | 0 |
| Light Unbalanced Optimal Transport | Mar 14, 2023 | CPUGeneralization Bounds | —Unverified | 0 |
| Practically Solving LPN in High Noise Regimes Faster Using Neural Networks | Mar 14, 2023 | CPUVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose | Mar 13, 2023 | 2D Human Pose Estimation2D Pose Estimation | —Unverified | 0 |
| Real-Time Audio-Visual End-to-End Speech Enhancement | Mar 13, 2023 | CPUSpeech Enhancement | —Unverified | 0 |
| FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU | Mar 13, 2023 | CPUGPU | CodeCode Available | 5 |
| Towards MoE Deployment: Mitigating Inefficiencies in Mixture-of-Expert (MoE) Inference | Mar 10, 2023 | CPUDecoder | —Unverified | 0 |
| Fourier-MIONet: Fourier-enhanced multiple-input neural operators for multiphase modeling of geological carbon sequestration | Mar 8, 2023 | CPUGPU | CodeCode Available | 1 |
| Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks | Mar 7, 2023 | CPUGPU | CodeCode Available | 2 |
