| Follow-Your-Canvas: Higher-Resolution Video Outpainting with Extensive Content Generation | Sep 2, 2024 | GPU | CodeCode Available | 2 |
| FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation | Mar 4, 2023 | BenchmarkingGPU | CodeCode Available | 2 |
| Full Parameter Fine-tuning for Large Language Models with Limited Resources | Jun 16, 2023 | GPUparameter-efficient fine-tuning | CodeCode Available | 2 |
| Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity | Sep 19, 2023 | GPU | CodeCode Available | 2 |
| BiFormer: Vision Transformer with Bi-Level Routing Attention | Mar 15, 2023 | Computational EfficiencyGPU | CodeCode Available | 2 |
| FlashRNN: Optimizing Traditional RNNs on Modern Hardware | Dec 10, 2024 | GPULogical Reasoning | CodeCode Available | 2 |
| Latent Neural Operator for Solving Forward and Inverse PDE Problems | Jun 6, 2024 | Computational EfficiencyGPU | CodeCode Available | 2 |
| Black-Box Prompt Optimization: Aligning Large Language Models without Model Training | Nov 7, 2023 | GPU | CodeCode Available | 2 |
| AutoFocus: Efficient Multi-Scale Inference | Dec 4, 2018 | GPU | CodeCode Available | 2 |
| $100K or 100 Days: Trade-offs when Pre-Training with Academic Resources | Oct 30, 2024 | GPU | CodeCode Available | 2 |
| Fully-fused Multi-Layer Perceptrons on Intel Data Center GPUs | Mar 26, 2024 | GPUImage Compression | CodeCode Available | 2 |
| JAX, M.D.: A Framework for Differentiable Physics | Dec 9, 2019 | Drug DiscoveryGPU | CodeCode Available | 2 |
| Quiver: Supporting GPUs for Low-Latency, High-Throughput GNN Serving with Workload Awareness | May 18, 2023 | CPUGPU | CodeCode Available | 2 |
| Fine-Tuning Pre-trained Transformers into Decaying Fast Weights | Oct 9, 2022 | GPU | CodeCode Available | 1 |
| Fine-tuning of sign language recognition models: a technical report | Feb 15, 2023 | Gesture RecognitionGPU | CodeCode Available | 1 |
| Fine-tuning Quantized Neural Networks with Zeroth-order Optimization | May 19, 2025 | GPUQuantization | CodeCode Available | 1 |
| ArchesWeather: An efficient AI weather forecasting model at 1.5° resolution | May 23, 2024 | GPUWeather Forecasting | 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 |
| 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 |
| Fine-tuning giant neural networks on commodity hardware with automatic pipeline model parallelism | Jul 14, 2021 | GPUTransfer Learning | CodeCode Available | 1 |
| FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems | May 31, 2022 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods | Jun 15, 2023 | BenchmarkingFairness | CodeCode Available | 1 |
| Apt-Serve: Adaptive Request Scheduling on Hybrid Cache for Scalable LLM Inference Serving | Apr 10, 2025 | GPULarge Language Model | CodeCode Available | 1 |
| A Probabilistic Neuro-symbolic Layer for Algebraic Constraint Satisfaction | Mar 25, 2025 | GPU | CodeCode Available | 1 |