| FL_PyTorch: optimization research simulator for federated learning | Feb 7, 2022 | Federated LearningGPU | CodeCode Available | 1 |
| GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis | Sep 27, 2023 | CPUGPU | CodeCode Available | 1 |
| Fleet-DAgger: Interactive Robot Fleet Learning with Scalable Human Supervision | Jun 29, 2022 | Continual LearningGPU | CodeCode Available | 1 |
| Beyond [cls]: Exploring the true potential of Masked Image Modeling representations | Dec 4, 2024 | GPUSelf-Supervised Learning | CodeCode Available | 1 |
| FlashMLA-ETAP: Efficient Transpose Attention Pipeline for Accelerating MLA Inference on NVIDIA H20 GPUs | May 13, 2025 | GPU | CodeCode Available | 1 |
| MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution | Sep 27, 2019 | GPUInstance Segmentation | CodeCode Available | 1 |
| FlexModel: A Framework for Interpretability of Distributed Large Language Models | Dec 5, 2023 | Distributed ComputingGPU | CodeCode Available | 1 |
| GPU-accelerated Faster Mean Shift with euclidean distance metrics | Dec 27, 2021 | ClusteringGPU | CodeCode Available | 1 |
| Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising | Aug 13, 2016 | Color Image DenoisingDenoising | CodeCode Available | 1 |
| GPU-Accelerated Inverse Lithography Towards High Quality Curvy Mask Generation | Nov 11, 2024 | GPU | CodeCode Available | 1 |
| ABPN: Adaptive Blend Pyramid Network for Real-Time Local Retouching of Ultra High-Resolution Photo | Jan 1, 2022 | 4kGPU | CodeCode Available | 1 |
| GPU-Accelerated WFST Beam Search Decoder for CTC-based Speech Recognition | Nov 8, 2023 | CPUDecoder | CodeCode Available | 1 |
| GPU-based Self-Organizing Maps for Post-Labeled Few-Shot Unsupervised Learning | Sep 4, 2020 | ClassificationClustering | CodeCode Available | 1 |
| GPU-Net: Lightweight U-Net with more diverse features | Jan 7, 2022 | GPUImage Segmentation | CodeCode Available | 1 |
| Flash Invariant Point Attention | May 16, 2025 | GPU | CodeCode Available | 1 |
| Better Than Reference In Low Light Image Enhancement: Conditional Re-Enhancement Networks | Aug 26, 2020 | GPUImage Enhancement | CodeCode Available | 1 |
| Better, Faster Fermionic Neural Networks | Nov 13, 2020 | GPU | CodeCode Available | 1 |
| FlowGNN: A Dataflow Architecture for Real-Time Workload-Agnostic Graph Neural Network Inference | Apr 27, 2022 | CPUDrug Discovery | CodeCode Available | 1 |
| Anchor-based Large Language Models | Feb 12, 2024 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| Flash3D: Super-scaling Point Transformers through Joint Hardware-Geometry Locality | Dec 21, 2024 | GPU | CodeCode Available | 1 |
| BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split Computing | Jan 7, 2022 | Data CompressionGPU | CodeCode Available | 1 |
| A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking | Oct 14, 2022 | BenchmarkingGPU | CodeCode Available | 1 |
| BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation | Feb 18, 2024 | GPUQuestion Answering | CodeCode Available | 1 |
| BERTVision -- A Parameter-Efficient Approach for Question Answering | Feb 24, 2022 | GPUQuestion Answering | CodeCode Available | 1 |
| BraggNN: Fast X-ray Bragg Peak Analysis Using Deep Learning | Aug 18, 2020 | 3D ReconstructionDeep Learning | CodeCode Available | 1 |
| Braille Letter Reading: A Benchmark for Spatio-Temporal Pattern Recognition on Neuromorphic Hardware | May 30, 2022 | GPU | CodeCode Available | 1 |
| CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning | Jul 30, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| BenchPress: A Deep Active Benchmark Generator | Aug 13, 2022 | Active LearningCPU | CodeCode Available | 1 |
| Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding | May 19, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| Lightning-Fast Image Inversion and Editing for Text-to-Image Diffusion Models | Dec 19, 2023 | GPU | CodeCode Available | 1 |
| Fine-tuning of sign language recognition models: a technical report | Feb 15, 2023 | Gesture RecognitionGPU | CodeCode Available | 1 |
| Neural Architecture Search using Deep Neural Networks and Monte Carlo Tree Search | May 18, 2018 | GPUImage Captioning | CodeCode Available | 1 |
| Fine-Tuning Pre-trained Transformers into Decaying Fast Weights | Oct 9, 2022 | GPU | CodeCode Available | 1 |
| Fine-tuning giant neural networks on commodity hardware with automatic pipeline model parallelism | Jul 14, 2021 | GPUTransfer Learning | CodeCode Available | 1 |
| Fine-tuning Quantized Neural Networks with Zeroth-order Optimization | May 19, 2025 | GPUQuantization | CodeCode Available | 1 |
| Cluster Contrast for Unsupervised Person Re-Identification | Mar 22, 2021 | ClusteringDomain Adaptation | CodeCode Available | 1 |
| HAT: Hardware-Aware Transformers for Efficient Natural Language Processing | May 28, 2020 | CPUDecoder | CodeCode Available | 1 |
| Conformal Trajectory Prediction with Multi-View Data Integration in Cooperative Driving | Aug 1, 2024 | Conformal PredictionData Integration | 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 |
| CLEARER: Multi-Scale Neural Architecture Search for Image Restoration | Dec 1, 2020 | DenoisingGPU | CodeCode Available | 1 |
| AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks | Jun 16, 2020 | GPU | CodeCode Available | 1 |
| Hierarchical Image Peeling: A Flexible Scale-space Filtering Framework | Apr 4, 2021 | GPUImage Segmentation | CodeCode Available | 1 |
| Clinical Prompt Learning with Frozen Language Models | May 11, 2022 | BenchmarkingGPU | 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 |
| High-quality Panorama Stitching based on Asymmetric Bidirectional Optical Flow | Jun 1, 2020 | GPUOptical Flow Estimation | CodeCode Available | 1 |
| FreeEval: A Modular Framework for Trustworthy and Efficient Evaluation of Large Language Models | Apr 9, 2024 | FairnessGPU | 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 |
| 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 |
