| Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads | May 24, 2021 | CPUGPU | CodeCode Available | 1 |
| ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks | Aug 11, 2019 | AttributeGPU | CodeCode Available | 1 |
| Fast Light-Field Disparity Estimation With Multi-Disparity-Scale Cost Aggregation | Jan 1, 2021 | Disparity EstimationGPU | CodeCode Available | 1 |
| FourierNets enable the design of highly non-local optical encoders for computational imaging | Apr 21, 2021 | DecoderDepth Estimation | CodeCode Available | 1 |
| Progressively Normalized Self-Attention Network for Video Polyp Segmentation | May 18, 2021 | GPUSegmentation | CodeCode Available | 1 |
| Fast Graph Representation Learning with PyTorch Geometric | Mar 6, 2019 | GPUGraph Classification | CodeCode Available | 1 |
| DreamShard: Generalizable Embedding Table Placement for Recommender Systems | Oct 5, 2022 | GPURecommendation Systems | CodeCode Available | 1 |
| Real-time Semantic Segmentation via Spatial-detail Guided Context Propagation | May 22, 2020 | GPUReal-Time Semantic Segmentation | CodeCode Available | 1 |
| Prompt Cache: Modular Attention Reuse for Low-Latency Inference | Nov 7, 2023 | CPUGPU | CodeCode Available | 1 |
| The Signature Kernel is the solution of a Goursat PDE | Jun 26, 2020 | Dimensionality ReductionGPU | CodeCode Available | 1 |
| Fast ground penetrating radar dual-parameter full waveform inversion method accelerated by hybrid compilation of CUDA kernel function and PyTorch | Jun 25, 2025 | Computational EfficiencyGPR | CodeCode Available | 1 |
| Dynamic Low-Rank Sparse Adaptation for Large Language Models | Feb 20, 2025 | CPUGPU | CodeCode Available | 1 |
| DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data | Apr 29, 2020 | GPUHuman Detection | CodeCode Available | 1 |
| PyGim: An Efficient Graph Neural Network Library for Real Processing-In-Memory Architectures | Feb 26, 2024 | CPUGPU | CodeCode Available | 1 |
| DSNAS: Direct Neural Architecture Search without Parameter Retraining | Feb 21, 2020 | GPUNeural Architecture Search | CodeCode Available | 1 |
| Bilateral Attention Network for RGB-D Salient Object Detection | Apr 30, 2020 | GPUObject | CodeCode Available | 1 |
| 3D Small Object Detection with Dynamic Spatial Pruning | May 5, 2023 | 3D Object DetectionDecoder | CodeCode Available | 1 |
| FastGL: A GPU-Efficient Framework for Accelerating Sampling-Based GNN Training at Large Scale | Sep 23, 2024 | GPU | CodeCode Available | 1 |
| Fast k-NN Graph Construction by GPU based NN-Descent | Oct 30, 2021 | CPUGPU | CodeCode Available | 1 |
| DTL: Disentangled Transfer Learning for Visual Recognition | Dec 13, 2023 | GPUTransfer Learning | CodeCode Available | 1 |
| Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells | Oct 25, 2018 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Fast evaluation of spherical harmonics with sphericart | Feb 16, 2023 | GPU | CodeCode Available | 1 |
| Faster than FAST: GPU-Accelerated Frontend for High-Speed VIO | Mar 30, 2020 | CPUfeature selection | CodeCode Available | 1 |
| FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation | Mar 8, 2021 | DecoderGPU | CodeCode Available | 1 |
| Dynamic DNNs and Runtime Management for Efficient Inference on Mobile/Embedded Devices | Jan 17, 2024 | Dynamic neural networksGPU | CodeCode Available | 1 |
