| Flash Communication: Reducing Tensor Parallelization Bottleneck for Fast Large Language Model Inference | Dec 6, 2024 | GPULanguage Modeling | —Unverified | 0 |
| FlashMask: Efficient and Rich Mask Extension of FlashAttention | Oct 2, 2024 | Computational EfficiencyGPU | —Unverified | 0 |
| FlashOverlap: A Lightweight Design for Efficiently Overlapping Communication and Computation | Apr 28, 2025 | GPU | —Unverified | 0 |
| FlatCAD: Fast Curvature Regularization of Neural SDFs for CAD Models | Jun 19, 2025 | GPU | —Unverified | 0 |
| FlattenQuant: Breaking Through the Inference Compute-bound for Large Language Models with Per-tensor Quantization | Feb 28, 2024 | GPUQuantization | —Unverified | 0 |
| FleetX | Dec 6, 2021 | CPUDistributed Computing | —Unverified | 0 |
| FlexGS: Train Once, Deploy Everywhere with Many-in-One Flexible 3D Gaussian Splatting | Jan 1, 2025 | 3DGSGPU | —Unverified | 0 |
| Flexible and Scalable Deep Dendritic Spiking Neural Networks with Multiple Nonlinear Branching | Dec 9, 2024 | Few-Shot LearningGPU | —Unverified | 0 |
| Flexible Channel Dimensions for Differentiable Architecture Search | Jun 13, 2023 | GPUNeural Architecture Search | —Unverified | 0 |
| Flexible Piecewise Curves Estimation for Photo Enhancement | Oct 26, 2020 | GPU | —Unverified | 0 |
| Flexible Techniques for Differentiable Rendering with 3D Gaussians | Aug 28, 2023 | CPUGPU | —Unverified | 0 |
| FlightLLM: Efficient Large Language Model Inference with a Complete Mapping Flow on FPGAs | Jan 8, 2024 | Computational EfficiencyGPU | —Unverified | 0 |
| FL-MISR: Fast Large-Scale Multi-Image Super-Resolution for Computed Tomography Based on Multi-GPU Acceleration | Aug 9, 2021 | Computed Tomography (CT)CPU | —Unverified | 0 |
| FloE: On-the-Fly MoE Inference on Memory-constrained GPU | May 9, 2025 | CPUGPU | —Unverified | 0 |
| Floorplan-SLAM: A Real-Time, High-Accuracy, and Long-Term Multi-Session Point-Plane SLAM for Efficient Floorplan Reconstruction | Mar 1, 2025 | GPUPose Estimation | —Unverified | 0 |
| FLOPs as a Direct Optimization Objective for Learning Sparse Neural Networks | Nov 7, 2018 | GPUimage-classification | —Unverified | 0 |
| FlowIBR: Leveraging Pre-Training for Efficient Neural Image-Based Rendering of Dynamic Scenes | Sep 11, 2023 | GPUNovel View Synthesis | —Unverified | 0 |
| FlowR: Flowing from Sparse to Dense 3D Reconstructions | Apr 2, 2025 | GPUNovel View Synthesis | —Unverified | 0 |
| FMAS: Fast Multi-Objective SuperNet Architecture Search for Semantic Segmentation | Mar 28, 2023 | GPUNeural Architecture Search | —Unverified | 0 |
| fMoE: Fine-Grained Expert Offloading for Large Mixture-of-Experts Serving | Feb 7, 2025 | CPUGPU | —Unverified | 0 |
| FNAS: Uncertainty-Aware Fast Neural Architecture Search | May 25, 2021 | FairnessGPU | —Unverified | 0 |
| Focal-PETR: Embracing Foreground for Efficient Multi-Camera 3D Object Detection | Dec 11, 2022 | 3D Object DetectionGPU | —Unverified | 0 |
| Focus: Querying Large Video Datasets with Low Latency and Low Cost | Jan 10, 2018 | GPU | —Unverified | 0 |
| Folding@home: achievements from over twenty years of citizen science herald the exascale era | Mar 15, 2023 | Distributed ComputingGPU | —Unverified | 0 |
| Foreground object segmentation in RGB-D data implemented on GPU | Feb 1, 2020 | GPUSegmentation | —Unverified | 0 |
| Forensic Video Analytic Software | Sep 17, 2023 | Activity RecognitionAnomaly Detection | —Unverified | 0 |
| Formulations and scalability of neural network surrogates in nonlinear optimization problems | Dec 16, 2024 | GPU | —Unverified | 0 |
| Fourier or Wavelet bases as counterpart self-attention in spikformer for efficient visual classification | Mar 27, 2024 | FormGPU | —Unverified | 0 |
| Foveated image processing for faster object detection and recognition in embedded systems using deep convolutional neural networks | Aug 15, 2019 | GPUobject-detection | —Unverified | 0 |
| FPGA-Accelerated SpeckleNN with SNL for Real-time X-ray Single-Particle Imaging | Feb 27, 2025 | GPU | —Unverified | 0 |
| FPGA-based Acceleration of Neural Network for Image Classification using Vitis AI | Dec 30, 2024 | 3D ReconstructionCPU | —Unverified | 0 |
| FPGA Based Implementation of Deep Neural Networks Using On-chip Memory Only | Feb 4, 2016 | GPUHandwritten Digit Recognition | —Unverified | 0 |
| FPGA-based Neural Network Accelerator for Millimeter-Wave Radio-over-Fiber Systems | Feb 19, 2020 | GPU | —Unverified | 0 |
| fpgaConvNet: A Toolflow for Mapping Diverse Convolutional Neural Networks on Embedded FPGAs | Nov 23, 2017 | GPU | —Unverified | 0 |
| FP-Stereo: Hardware-Efficient Stereo Vision for Embedded Applications | Jun 5, 2020 | C++ codeDepth Estimation | —Unverified | 0 |
| Fractional-order Jacobian Matrix Differentiation and Its Application in Artificial Neural Networks | Jun 9, 2025 | GPU | —Unverified | 0 |
| FRDet: Balanced and Lightweight Object Detector based on Fire-Residual Modules for Embedded Processor of Autonomous Driving | Nov 16, 2020 | Autonomous DrivingGPU | —Unverified | 0 |
| FreeKV: Boosting KV Cache Retrieval for Efficient LLM Inference | May 19, 2025 | CPUGPU | —Unverified | 0 |
| FreeRide: Harvesting Bubbles in Pipeline Parallelism | Sep 11, 2024 | GPULanguage Modeling | —Unverified | 0 |
| Fried Parameter Estimation from Single Wavefront Sensor Image with Artificial Neural Networks | Apr 23, 2025 | GPUparameter estimation | —Unverified | 0 |
| From Computation to Consumption: Exploring the Compute-Energy Link for Training and Testing Neural Networks for SED Systems | Sep 8, 2024 | Audio TaggingEvent Detection | —Unverified | 0 |
| From Flat to Feeling: A Feasibility and Impact Study on Dynamic Facial Emotions in AI-Generated Avatars | Jun 16, 2025 | GPUSpeech Synthesis | —Unverified | 0 |
| From Hand-Crafted Metrics to Evolved Training-Free Performance Predictors for Neural Architecture Search via Genetic Programming | May 16, 2025 | GPUNeural Architecture Search | —Unverified | 0 |
| From Point Clouds to Mesh Using Regression | Oct 1, 2017 | 3D Reconstructionglobal-optimization | —Unverified | 0 |
| From Research to Production and Back: Ludicrously Fast Neural Machine Translation | Nov 1, 2019 | C++ codeCPU | —Unverified | 0 |
| From Slow Bidirectional to Fast Autoregressive Video Diffusion Models | Dec 10, 2024 | GPUVideo Generation | —Unverified | 0 |
| From Words to Watts: Benchmarking the Energy Costs of Large Language Model Inference | Oct 4, 2023 | BenchmarkingGPU | —Unverified | 0 |
| FROST: Towards Energy-efficient AI-on-5G Platforms -- A GPU Power Capping Evaluation | Oct 17, 2023 | GPU | —Unverified | 0 |
| Frozen Layers: Memory-efficient Many-fidelity Hyperparameter Optimization | Apr 14, 2025 | GPUHyperparameter Optimization | —Unverified | 0 |
| FSMoE: A Flexible and Scalable Training System for Sparse Mixture-of-Experts Models | Jan 18, 2025 | GPUMixture-of-Experts | —Unverified | 0 |