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| 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 |
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| 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 |
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| 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 |
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| BenchDirect: A Directed Language Model for Compiler Benchmarks | Mar 2, 2023 | Active LearningCPU | —Unverified | 0 |
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| MP-Rec: Hardware-Software Co-Design to Enable Multi-Path Recommendation | Feb 21, 2023 | CPUGPU | —Unverified | 0 |
| Bus Admittance Matrix Revisited: Is It Outdated on Modern Computers? | Feb 21, 2023 | CPU | —Unverified | 0 |
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| A Deep Learning Technique to Control the Non-linear Dynamics of a Gravitational-wave Interferometer | Feb 15, 2023 | CPU | —Unverified | 0 |
| ML-driven Hardware Cost Model for MLIR | Feb 14, 2023 | CPUGPU | —Unverified | 0 |
| COMET: Neural Cost Model Explanation Framework | Feb 14, 2023 | CPUmodel | CodeCode Available | 0 |
| ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via Learned Finite State Machines | Feb 8, 2023 | CPUDynamic neural networks | —Unverified | 0 |
| Definition of Static and Dynamic Load Models for Grid Studies of Electric Vehicles Connected to Fast Charging Stations | Feb 8, 2023 | CPU | CodeCode Available | 0 |
| TT-TFHE: a Torus Fully Homomorphic Encryption-Friendly Neural Network Architecture | Feb 3, 2023 | CPU | —Unverified | 0 |
| Physics Informed Piecewise Linear Neural Networks for Process Optimization | Feb 2, 2023 | CPU | —Unverified | 0 |
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| FreshGNN: Reducing Memory Access via Stable Historical Embeddings for Graph Neural Network Training | Jan 18, 2023 | CPUGPU | —Unverified | 0 |
| Introduction to Non-Invasive Current Estimation (NICE) | Jan 17, 2023 | CPU | —Unverified | 0 |
| FemtoDet: An Object Detection Baseline for Energy Versus Performance Tradeoffs | Jan 17, 2023 | CPUobject-detection | CodeCode Available | 1 |
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