| Dynamic Sparse Training with Structured Sparsity | May 3, 2023 | CPUGPU | CodeCode Available | 1 |
| Harnessing Deep Learning and HPC Kernels via High-Level Loop and Tensor Abstractions on CPU Architectures | Apr 25, 2023 | CPU | CodeCode Available | 1 |
| FindVehicle and VehicleFinder: A NER dataset for natural language-based vehicle retrieval and a keyword-based cross-modal vehicle retrieval system | Apr 21, 2023 | CPUGPU | CodeCode Available | 1 |
| Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value | Apr 16, 2023 | CPUData Valuation | CodeCode Available | 1 |
| DGNN-Booster: A Generic FPGA Accelerator Framework For Dynamic Graph Neural Network Inference | Apr 13, 2023 | CPUGPU | CodeCode Available | 1 |
| InterFormer: Real-time Interactive Image Segmentation | Apr 6, 2023 | Computational EfficiencyCPU | CodeCode Available | 1 |
| Real-Time Dense 3D Mapping of Underwater Environments | Apr 5, 2023 | 3D ReconstructionCPU | CodeCode Available | 1 |
| TransPimLib: A Library for Efficient Transcendental Functions on Processing-in-Memory Systems | Apr 3, 2023 | CPUGPU | CodeCode Available | 1 |
| GNNBuilder: An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization | Mar 29, 2023 | Code GenerationCPU | CodeCode Available | 1 |
| FAStEN: An Efficient Adaptive Method for Feature Selection and Estimation in High-Dimensional Functional Regressions | Mar 26, 2023 | CPUfeature selection | CodeCode Available | 1 |
| Practically Solving LPN in High Noise Regimes Faster Using Neural Networks | Mar 14, 2023 | CPUVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Fourier-MIONet: Fourier-enhanced multiple-input neural operators for multiphase modeling of geological carbon sequestration | Mar 8, 2023 | CPUGPU | CodeCode Available | 1 |
| Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learning | Feb 17, 2023 | ClassificationCPU | CodeCode Available | 1 |
| GPU-based Private Information Retrieval for On-Device Machine Learning Inference | Jan 26, 2023 | CPUGPU | CodeCode Available | 1 |
| FemtoDet: An Object Detection Baseline for Energy Versus Performance Tradeoffs | Jan 17, 2023 | CPUobject-detection | CodeCode Available | 1 |
| 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 |
| Autothrottle: A Practical Bi-Level Approach to Resource Management for SLO-Targeted Microservices | Dec 23, 2022 | CPUManagement | CodeCode Available | 1 |
| GPU-accelerated Guided Source Separation for Meeting Transcription | Dec 10, 2022 | blind source separationCPU | CodeCode Available | 1 |
| A Practical Stereo Depth System for Smart Glasses | Nov 19, 2022 | CPUDepth Estimation | CodeCode Available | 1 |
| ParticleGrid: Enabling Deep Learning using 3D Representation of Materials | Nov 15, 2022 | CPUDeep Learning | CodeCode Available | 1 |
| WindowSHAP: An Efficient Framework for Explaining Time-series Classifiers based on Shapley Values | Nov 11, 2022 | CPUTime Series | CodeCode Available | 1 |
| 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 |
| Frequency Cam: Imaging Periodic Signals in Real-Time | Nov 1, 2022 | CPU | CodeCode Available | 1 |
| AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation | Oct 14, 2022 | CPUMachine Translation | CodeCode Available | 1 |
