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| 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 |
| FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods | Jun 15, 2023 | BenchmarkingFairness | CodeCode Available | 1 |
| Fine-tuning Quantized Neural Networks with Zeroth-order Optimization | May 19, 2025 | GPUQuantization | CodeCode Available | 1 |
| FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging | Jul 11, 2024 | DiversityFederated Learning | CodeCode Available | 1 |
| CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU | Apr 22, 2021 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
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| F-coref: Fast, Accurate and Easy to Use Coreference Resolution | Sep 9, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| FatNet: High Resolution Kernels for Classification Using Fully Convolutional Optical Neural Networks | Oct 30, 2022 | GPUImage Classification | CodeCode Available | 1 |
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| Fauno: The Italian Large Language Model that will leave you senza parole! | Jun 26, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems | May 31, 2022 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| Asynchronous Methods for Deep Reinforcement Learning | Feb 4, 2016 | Atari GamesCPU | 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 |
| FAST-RIR: Fast neural diffuse room impulse response generator | Oct 7, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search | Dec 9, 2018 | GPUImage Classification | CodeCode Available | 1 |
| FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation | Sep 2, 2021 | Autonomous DrivingDecoder | 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 |
| AFDet: Anchor Free One Stage 3D Object Detection | Jun 23, 2020 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| Fast Video Shot Transition Localization with Deep Structured Models | Aug 13, 2018 | Camera shot boundary detectionGPU | CodeCode Available | 1 |
| Cross-Camera Convolutional Color Constancy | Nov 24, 2020 | Color ConstancyCPU | CodeCode Available | 1 |
| Fast Nonlinear Vector Quantile Regression | May 30, 2022 | GPUquantile regression | CodeCode Available | 1 |
| FastONN -- Python based open-source GPU implementation for Operational Neural Networks | Jun 3, 2020 | GPU | CodeCode Available | 1 |
| FFHNet : Generating Multi-Fingered Robotic Grasps for Unknown Objects in Real-time | May 23, 2022 | GPUGrasp Generation | CodeCode Available | 1 |
| A flexible and fast PyTorch toolkit for simulating training and inference on analog crossbar arrays | Apr 5, 2021 | GPU | 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 |
| Fine-tuning giant neural networks on commodity hardware with automatic pipeline model parallelism | Jul 14, 2021 | GPUTransfer Learning | CodeCode Available | 1 |
| Cross-Batch Memory for Embedding Learning | Dec 14, 2019 | GPUImage Retrieval | 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 Neural Representations for Direct Volume Rendering | Dec 2, 2021 | GPUSuper-Resolution | CodeCode Available | 1 |
| Fast Region Proposal Learning for Object Detection for Robotics | Nov 25, 2020 | GPUObject | CodeCode Available | 1 |
| CritiPrefill: A Segment-wise Criticality-based Approach for Prefilling Acceleration in LLMs | Sep 19, 2024 | GPU | CodeCode Available | 1 |
| Fast Model Editing at Scale | Oct 21, 2021 | GPULanguage Modelling | CodeCode Available | 1 |
| Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes | Jan 15, 2021 | All-day Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 |
| Transformer Tracking | Mar 29, 2021 | GPUObject Tracking | CodeCode Available | 1 |
| From English To Foreign Languages: Transferring Pre-trained Language Models | Feb 18, 2020 | Dependency ParsingGPU | CodeCode Available | 1 |
| CrAM: A Compression-Aware Minimizer | Jul 28, 2022 | GPUImage Classification | CodeCode Available | 1 |
| FastFormers: Highly Efficient Transformer Models for Natural Language Understanding | Oct 26, 2020 | CPUGPU | CodeCode Available | 1 |
| Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings | Dec 18, 2024 | GPU | CodeCode Available | 1 |
| FastGeodis: Fast Generalised Geodesic Distance Transform | Jul 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 |
| CutDiffusion: A Simple, Fast, Cheap, and Strong Diffusion Extrapolation Method | Apr 23, 2024 | DenoisingGPU | CodeCode Available | 1 |
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| FlexModel: A Framework for Interpretability of Distributed Large Language Models | Dec 5, 2023 | Distributed ComputingGPU | CodeCode Available | 1 |
| CPM-2: Large-scale Cost-effective Pre-trained Language Models | Jun 20, 2021 | DecoderGPU | CodeCode Available | 1 |
| Aerial Single-View Depth Completion with Image-Guided Uncertainty Estimation | Jan 17, 2020 | Depth CompletionGPU | CodeCode Available | 1 |
