| Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining | Oct 16, 2021 | GPU | CodeCode Available | 1 |
| Autotuning Apache TVM-based Scientific Applications Using Bayesian Optimization | Sep 13, 2023 | Bayesian OptimizationGPU | CodeCode Available | 1 |
| AutoTrack: Towards High-Performance Visual Tracking for UAV with Automatic Spatio-Temporal Regularization | Mar 29, 2020 | CPUGPU | CodeCode Available | 1 |
| FlashMLA-ETAP: Efficient Transpose Attention Pipeline for Accelerating MLA Inference on NVIDIA H20 GPUs | May 13, 2025 | GPU | CodeCode Available | 1 |
| Fleet-DAgger: Interactive Robot Fleet Learning with Scalable Human Supervision | Jun 29, 2022 | Continual LearningGPU | CodeCode Available | 1 |
| Auto-scaling Vision Transformers without Training | Feb 24, 2022 | GPU | CodeCode Available | 1 |
| Lightning-Fast Image Inversion and Editing for Text-to-Image Diffusion Models | Dec 19, 2023 | GPU | CodeCode Available | 1 |
| Flash3D: Super-scaling Point Transformers through Joint Hardware-Geometry Locality | Dec 21, 2024 | GPU | CodeCode Available | 1 |
| 4K-Resolution Photo Exposure Correction at 125 FPS with ~8K Parameters | Nov 15, 2023 | 4k8k | CodeCode Available | 1 |
| Flash Invariant Point Attention | May 16, 2025 | GPU | CodeCode Available | 1 |
| 4K-HAZE: A Dehazing Benchmark with 4K Resolution Hazy and Haze-Free Images | Mar 28, 2023 | 4kDepth Estimation | CodeCode Available | 1 |
| Automatic Polyp Segmentation with Multiple Kernel Dilated Convolution Network | Jun 13, 2022 | DecoderGPU | CodeCode Available | 1 |
| Fine-tuning of sign language recognition models: a technical report | Feb 15, 2023 | Gesture RecognitionGPU | CodeCode Available | 1 |
| Fine-tuning giant neural networks on commodity hardware with automatic pipeline model parallelism | Jul 14, 2021 | GPUTransfer Learning | CodeCode Available | 1 |
| A Hierarchical Spatial Transformer for Massive Point Samples in Continuous Space | Sep 21, 2023 | GPURepresentation Learning | CodeCode Available | 1 |
| Fine-Tuning Pre-trained Transformers into Decaying Fast Weights | Oct 9, 2022 | GPU | CodeCode Available | 1 |
| FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware Modelling | Dec 17, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Fill the K-Space and Refine the Image: Prompting for Dynamic and Multi-Contrast MRI Reconstruction | Sep 25, 2023 | GPUMRI Reconstruction | CodeCode Available | 1 |
| Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity | Aug 29, 2020 | GPUNetwork Pruning | CodeCode Available | 1 |
| FFHNet : Generating Multi-Fingered Robotic Grasps for Unknown Objects in Real-time | May 23, 2022 | GPUGrasp Generation | 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 |
| Fine-tuning Quantized Neural Networks with Zeroth-order Optimization | May 19, 2025 | GPUQuantization | CodeCode Available | 1 |
| FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems | May 31, 2022 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging | Jul 11, 2024 | DiversityFederated Learning | CodeCode Available | 1 |
| FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation | Sep 2, 2021 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| Data-efficient LLM Fine-tuning for Code Generation | Apr 17, 2025 | Code GenerationGPU | CodeCode Available | 1 |
| F-coref: Fast, Accurate and Easy to Use Coreference Resolution | Sep 9, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU | Apr 22, 2021 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| Accelerating SNN Training with Stochastic Parallelizable Spiking Neurons | Jun 22, 2023 | GPU | CodeCode Available | 1 |
| CutDiffusion: A Simple, Fast, Cheap, and Strong Diffusion Extrapolation Method | Apr 23, 2024 | DenoisingGPU | CodeCode Available | 1 |
| FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods | Jun 15, 2023 | BenchmarkingFairness | CodeCode Available | 1 |
| FORK: A Forward-Looking Actor For Model-Free Reinforcement Learning | Oct 4, 2020 | GPUMuJoCo | CodeCode Available | 1 |
| GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings | Jun 10, 2021 | GPU | CodeCode Available | 1 |
| Image-to-LaTeX Converter for Mathematical Formulas and Text | Aug 7, 2024 | DecoderGPU | CodeCode Available | 1 |
| Auto Learning Attention | Dec 1, 2020 | GPUimage-classification | CodeCode Available | 1 |
| Fast-Vid2Vid: Spatial-Temporal Compression for Video-to-Video Synthesis | Jul 11, 2022 | GPUKnowledge Distillation | CodeCode Available | 1 |
| FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification | Jul 17, 2024 | CPUDomain Adaptation | CodeCode Available | 1 |
| AutoFreeze: Automatically Freezing Model Blocks to Accelerate Fine-tuning | Feb 2, 2021 | GPU | CodeCode Available | 1 |
| Accelerating Sampling and Aggregation Operations in GNN Frameworks with GPU Initiated Direct Storage Accesses | Jun 28, 2023 | CPUGPU | CodeCode Available | 1 |
| FastSAM3D: An Efficient Segment Anything Model for 3D Volumetric Medical Images | Mar 14, 2024 | 3D Medical Imaging SegmentationGPU | CodeCode Available | 1 |
| FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation | Nov 3, 2021 | GPUimage-classification | CodeCode Available | 1 |
| Fast Video Shot Transition Localization with Deep Structured Models | Aug 13, 2018 | Camera shot boundary detectionGPU | CodeCode Available | 1 |
| FastONN -- Python based open-source GPU implementation for Operational Neural Networks | Jun 3, 2020 | GPU | CodeCode Available | 1 |
| AutoDNNchip: An Automated DNN Chip Predictor and Builder for Both FPGAs and ASICs | Jan 6, 2020 | GPU | CodeCode Available | 1 |
| Fast Region Proposal Learning for Object Detection for Robotics | Nov 25, 2020 | GPUObject | CodeCode Available | 1 |
| Fast Neural Representations for Direct Volume Rendering | Dec 2, 2021 | GPUSuper-Resolution | CodeCode Available | 1 |
| A GPU-accelerated Large-scale Simulator for Transportation System Optimization Benchmarking | Jun 15, 2024 | BenchmarkingGPU | CodeCode Available | 1 |
| Fast Nonlinear Vector Quantile Regression | May 30, 2022 | GPUquantile regression | CodeCode Available | 1 |
| Fast Model Editing at Scale | Oct 21, 2021 | GPULanguage Modelling | CodeCode Available | 1 |
| Kindling the Darkness: A Practical Low-light Image Enhancer | May 4, 2019 | GPULow-Light Image Enhancement | CodeCode Available | 1 |
