| Fast and Cost-effective Speculative Edge-Cloud Decoding with Early Exits | May 27, 2025 | GPU | —Unverified | 0 | 0 |
| Combining Local and Global Pose Estimation for Precise Tracking of Similar Objects | Jan 31, 2022 | GPUObject | —Unverified | 0 | 0 |
| Fast and Accurate Poisson Denoising with Optimized Nonlinear Diffusion | Oct 10, 2015 | Computational EfficiencyDenoising | —Unverified | 0 | 0 |
| Fast and Accurate Point Cloud Registration using Trees of Gaussian Mixtures | Jul 6, 2018 | Autonomous NavigationGPU | —Unverified | 0 | 0 |
| Fast and Accurate FSA System Using ELBERT: An Efficient and Lightweight BERT | Nov 16, 2022 | GPUSentiment Analysis | —Unverified | 0 | 0 |
| Combining Efficient and Precise Sign Language Recognition: Good pose estimation library is all you need | Sep 30, 2022 | AllGPU | —Unverified | 0 | 0 |
| Interpolation-Split: a data-centric deep learning approach with big interpolated data to boost airway segmentation performance | Jul 29, 2023 | Deep LearningEnsemble Learning | —Unverified | 0 | 0 |
| Fast and Accurate 3D Medical Image Segmentation with Data-swapping Method | Dec 19, 2018 | CPUGPU | —Unverified | 0 | 0 |
| Fast 3D Acoustic Scattering via Discrete Laplacian Based Implicit Function Encoders | Jan 1, 2021 | GPU | —Unverified | 0 | 0 |
| FASP: Fast and Accurate Structured Pruning of Large Language Models | Jan 16, 2025 | GPUModel Compression | —Unverified | 0 | 0 |
| Collaborative Texture Filtering | Jun 21, 2025 | GPU | —Unverified | 0 | 0 |
| FarSee-Net: Real-Time Semantic Segmentation by Efficient Multi-scale Context Aggregation and Feature Space Super-resolution | Mar 9, 2020 | GPUReal-Time Semantic Segmentation | —Unverified | 0 | 0 |
| FANNG: Fast Approximate Nearest Neighbour Graphs | Jun 1, 2016 | GPU | —Unverified | 0 | 0 |
| FAMOUS: Flexible Accelerator for the Attention Mechanism of Transformer on UltraScale+ FPGAs | Sep 21, 2024 | CPUGPU | —Unverified | 0 | 0 |
| FALO: Fast and Accurate LiDAR 3D Object Detection on Resource-Constrained Devices | Jun 4, 2025 | 3D Object DetectionGPU | —Unverified | 0 | 0 |
| Approximating High-Dimensional Minimal Surfaces with Physics-Informed Neural Networks | Sep 5, 2023 | GPU | —Unverified | 0 | 0 |
| A Data-Center FPGA Acceleration Platform for Convolutional Neural Networks | Sep 17, 2019 | GPU | —Unverified | 0 | 0 |
| 3DGS-ReLoc: 3D Gaussian Splatting for Map Representation and Visual ReLocalization | Mar 17, 2024 | 3DGSGPU | —Unverified | 0 | 0 |
| FairKV: Balancing Per-Head KV Cache for Fast Multi-GPU Inference | Feb 19, 2025 | GPU | —Unverified | 0 | 0 |
| Failure Tolerant Training with Persistent Memory Disaggregation over CXL | Jan 14, 2023 | GPURecommendation Systems | —Unverified | 0 | 0 |
| Cognitively Inspired Energy-Based World Models | Jun 13, 2024 | GPU | —Unverified | 0 | 0 |
| FADNet++: Real-Time and Accurate Disparity Estimation with Configurable Networks | Oct 6, 2021 | Disparity EstimationGPU | —Unverified | 0 | 0 |
| COEF-VQ: Cost-Efficient Video Quality Understanding through a Cascaded Multimodal LLM Framework | Dec 11, 2024 | GPULanguage Modeling | —Unverified | 0 | 0 |
| Approximate Caching for Efficiently Serving Diffusion Models | Dec 7, 2023 | DenoisingGPU | —Unverified | 0 | 0 |
| Facial Expression Recognition at the Edge: CPU vs GPU vs VPU vs TPU | May 17, 2023 | CPUFacial Expression Recognition | —Unverified | 0 | 0 |
| FACETS: Efficient Once-for-all Object Detection via Constrained Iterative Search | Mar 27, 2025 | AllGPU | —Unverified | 0 | 0 |
| Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs | Mar 23, 2018 | Face RecognitionGPU | —Unverified | 0 | 0 |
| CodeVIO: Visual-Inertial Odometry with Learned Optimizable Dense Depth | Dec 18, 2020 | Depth EstimationDepth Prediction | —Unverified | 0 | 0 |
| ApproxDARTS: Differentiable Neural Architecture Search with Approximate Multipliers | Apr 8, 2024 | GPUNeural Architecture Search | —Unverified | 0 | 0 |
| AdaptSR: Low-Rank Adaptation for Efficient and Scalable Real-World Super-Resolution | Mar 10, 2025 | GPUSuper-Resolution | —Unverified | 0 | 0 |
| Face Parsing via Recurrent Propagation | Aug 6, 2017 | Face ParsingGPU | —Unverified | 0 | 0 |
| Co-design of Embodied Neural Intelligence via Constrained Evolution | May 21, 2022 | Deep Reinforcement LearningGPU | —Unverified | 0 | 0 |
| Code generation and runtime techniques for enabling data-efficient deep learning training on GPUs | Dec 6, 2024 | Code GenerationDeep Learning | —Unverified | 0 | 0 |
| EZLDA: Efficient and Scalable LDA on GPUs | Jul 17, 2020 | GPU | —Unverified | 0 | 0 |
| EZClone: Improving DNN Model Extraction Attack via Shape Distillation from GPU Execution Profiles | Apr 6, 2023 | GPUModel extraction | —Unverified | 0 | 0 |
| Cocktail: Chunk-Adaptive Mixed-Precision Quantization for Long-Context LLM Inference | Mar 30, 2025 | GPUQuantization | —Unverified | 0 | 0 |
| Accelerating DNN Training through Selective Localized Learning | Jan 1, 2021 | GPU | —Unverified | 0 | 0 |
| Extreme Software Defined Radio -- GHz in Real Time | Jan 10, 2020 | GPU | —Unverified | 0 | 0 |
| COBRA: Cpu-Only aBdominal oRgan segmentAtion | Jul 21, 2022 | CPUGPU | —Unverified | 0 | 0 |
| Extreme Classification in Log Memory | Oct 9, 2018 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Extensive networks would eliminate the demand for pricing formulas | Jan 22, 2021 | GPU | —Unverified | 0 | 0 |
| Coarse-to-Fine Searching for Efficient Generative Adversarial Networks | Apr 19, 2021 | Generative Adversarial NetworkGPU | —Unverified | 0 | 0 |
| Apply Distributed CNN on Genomics to accelerate Transcription-Factor TAL1 Motif Prediction | May 25, 2024 | Deep LearningGPU | —Unverified | 0 | 0 |
| Extensible and Efficient Proxy for Neural Architecture Search | Jan 1, 2023 | GPUNeural Architecture Search | —Unverified | 0 | 0 |
| Coarformer: Transformer for large graph via graph coarsening | Sep 29, 2021 | GPU | —Unverified | 0 | 0 |
| Extend the shallow part of Single Shot MultiBox Detector via Convolutional Neural Network | Jan 18, 2018 | GPUobject-detection | —Unverified | 0 | 0 |
| Extend the FFmpeg Framework to Analyze Media Content | Mar 5, 2021 | CPUGPU | —Unverified | 0 | 0 |
| COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents | Jun 2, 2025 | GPULarge Language Model | —Unverified | 0 | 0 |
| Adaptive Periodic Averaging: A Practical Approach to Reducing Communication in Distributed Learning | Jul 13, 2020 | GPUimage-classification | —Unverified | 0 | 0 |
| Extending Llama-3's Context Ten-Fold Overnight | Apr 30, 2024 | 8kGPU | —Unverified | 0 | 0 |