| FlowGNN: A Dataflow Architecture for Real-Time Workload-Agnostic Graph Neural Network Inference | Apr 27, 2022 | CPUDrug Discovery | CodeCode Available | 1 |
| OHM: GPU Based Occupancy Map Generation | Apr 26, 2022 | CPUGPU | CodeCode Available | 1 |
| CPU- and GPU-based Distributed Sampling in Dirichlet Process Mixtures for Large-scale Analysis | Apr 19, 2022 | CPUGPU | CodeCode Available | 1 |
| Differentiable Time-Frequency Scattering on GPU | Apr 18, 2022 | Audio GenerationCPU | CodeCode Available | 1 |
| Learning with Signatures | Apr 17, 2022 | CPUImage Classification | CodeCode Available | 1 |
| Forecasting SQL Query Cost at Twitter | Apr 12, 2022 | CPUScheduling | CodeCode Available | 1 |
| PICASSO: Unleashing the Potential of GPU-centric Training for Wide-and-deep Recommender Systems | Apr 11, 2022 | CPUGPU | CodeCode Available | 1 |
| Event Transformer. A sparse-aware solution for efficient event data processing | Apr 7, 2022 | CPUGesture Recognition | CodeCode Available | 1 |
| EResFD: Rediscovery of the Effectiveness of Standard Convolution for Lightweight Face Detection | Apr 4, 2022 | CPUFace Detection | CodeCode Available | 1 |
| Efficient Visual Tracking via Hierarchical Cross-Attention Transformer | Mar 25, 2022 | CPUGPU | CodeCode Available | 1 |
| Accelerated Bayesian SED Modeling using Amortized Neural Posterior Estimation | Mar 14, 2022 | Bayesian InferenceCPU | CodeCode Available | 1 |
| Training Protocol Matters: Towards Accurate Scene Text Recognition via Training Protocol Searching | Mar 13, 2022 | CPUGPU | CodeCode Available | 1 |
| Improving Ant Colony Optimization Efficiency for Solving Large TSP Instances | Mar 4, 2022 | CPUTraveling Salesman Problem | CodeCode Available | 1 |
| PLSSVM: A (multi-)GPGPU-accelerated Least Squares Support Vector Machine | Feb 25, 2022 | CPU | CodeCode Available | 1 |
| Distributed Out-of-Memory NMF on CPU/GPU Architectures | Feb 19, 2022 | CPUDimensionality Reduction | CodeCode Available | 1 |
| Harmony: Overcoming the Hurdles of GPU Memory Capacity to Train Massive DNN Models on Commodity Servers | Feb 2, 2022 | CPUGPU | CodeCode Available | 1 |
| LocUNet: Fast Urban Positioning Using Radio Maps and Deep Learning | Feb 1, 2022 | CPUDeep Learning | CodeCode Available | 1 |
| GenGNN: A Generic FPGA Framework for Graph Neural Network Acceleration | Jan 20, 2022 | CPUDrug Discovery | CodeCode Available | 1 |
| Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks | Dec 30, 2021 | CPUimage-classification | CodeCode Available | 1 |
| GREED: A Neural Framework for Learning Graph Distance Functions | Dec 24, 2021 | CPUGPU | CodeCode Available | 1 |
| GPU optimization of the 3D Scale-invariant Feature Transform Algorithm and a Novel BRIEF-inspired 3D Fast Descriptor | Dec 19, 2021 | Computational EfficiencyCPU | CodeCode Available | 1 |
| Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological images | Dec 7, 2021 | CPUSegmentation | CodeCode Available | 1 |
| MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular Image | Dec 6, 2021 | 3D Hand Pose EstimationCPU | CodeCode Available | 1 |
| KML: Using Machine Learning to Improve Storage Systems | Nov 22, 2021 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| TernGEMM: GEneral Matrix Multiply Library with Ternary Weights for Fast DNN Inference | Nov 13, 2021 | CPU | CodeCode Available | 1 |
