| Label Supervised LLaMA Finetuning | Oct 2, 2023 | GPUnamed-entity-recognition | CodeCode Available | 1 |
| Ladder-residual: parallelism-aware architecture for accelerating large model inference with communication overlapping | Jan 11, 2025 | GPULarge Language Model | CodeCode Available | 1 |
| Development and bilingual evaluation of Japanese medical large language model within reasonably low computational resources | Sep 18, 2024 | GPULanguage Modeling | CodeCode Available | 1 |
| Fine-tuning Quantized Neural Networks with Zeroth-order Optimization | May 19, 2025 | GPUQuantization | CodeCode Available | 1 |
| Language Embedded 3D Gaussians for Open-Vocabulary Scene Understanding | Nov 30, 2023 | GPUInductive Bias | CodeCode Available | 1 |
| Large Batch Simulation for Deep Reinforcement Learning | Mar 12, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 1 |
| Automatic Polyp Segmentation with Multiple Kernel Dilated Convolution Network | Jun 13, 2022 | DecoderGPU | CodeCode Available | 1 |
| Large Scale Indexing of Generic Medical Image Data using Unbiased Shallow Keypoints and Deep CNN Features | Oct 8, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
| 4K-HAZE: A Dehazing Benchmark with 4K Resolution Hazy and Haze-Free Images | Mar 28, 2023 | 4kDepth Estimation | CodeCode Available | 1 |
| LAST: Scalable Lattice-Based Speech Modelling in JAX | Apr 25, 2023 | 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 |
| 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 |
| CoSense3D: an Agent-based Efficient Learning Framework for Collective Perception | Apr 29, 2024 | Data VisualizationDecision Making | 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 of sign language recognition models: a technical report | Feb 15, 2023 | Gesture RecognitionGPU | CodeCode Available | 1 |
| Marius: Learning Massive Graph Embeddings on a Single Machine | Jan 20, 2021 | CPUGPU | CodeCode Available | 1 |
| Learning Partial Correlation based Deep Visual Representation for Image Classification | Apr 23, 2023 | Fine-Grained Image ClassificationGPU | CodeCode Available | 1 |
| Learning Rich Features at High-Speed for Single-Shot Object Detection | Oct 1, 2019 | GPUobject-detection | CodeCode Available | 1 |
| Flash3D: Super-scaling Point Transformers through Joint Hardware-Geometry Locality | Dec 21, 2024 | GPU | CodeCode Available | 1 |
| FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods | Jun 15, 2023 | BenchmarkingFairness | CodeCode Available | 1 |
| CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction | Dec 1, 2021 | GPUSurface Reconstruction | CodeCode Available | 1 |
| Learning Universal Shape Dictionary for Realtime Instance Segmentation | Dec 2, 2020 | Explainable ModelsGPU | CodeCode Available | 1 |
| FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems | May 31, 2022 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| FFHNet : Generating Multi-Fingered Robotic Grasps for Unknown Objects in Real-time | May 23, 2022 | GPUGrasp Generation | CodeCode Available | 1 |
| DeepSoCS: A Neural Scheduler for Heterogeneous System-on-Chip (SoC) Resource Scheduling | May 15, 2020 | Deep Reinforcement LearningGPU | CodeCode Available | 1 |
| Auto-scaling Vision Transformers without Training | Feb 24, 2022 | GPU | CodeCode Available | 1 |
| F-coref: Fast, Accurate and Easy to Use Coreference Resolution | Sep 9, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search | Dec 9, 2018 | GPUImage Classification | CodeCode Available | 1 |
| AutoTrack: Towards High-Performance Visual Tracking for UAV with Automatic Spatio-Temporal Regularization | Mar 29, 2020 | CPUGPU | CodeCode Available | 1 |
| FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation | Sep 2, 2021 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging | Jul 11, 2024 | DiversityFederated Learning | 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 |
| Autotuning Apache TVM-based Scientific Applications Using Bayesian Optimization | Sep 13, 2023 | Bayesian OptimizationGPU | CodeCode Available | 1 |
| Light-T2M: A Lightweight and Fast Model for Text-to-motion Generation | Dec 15, 2024 | GPUMamba | CodeCode Available | 1 |
| Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining | Oct 16, 2021 | GPU | CodeCode Available | 1 |
| Differentiable Neural Architecture Search for Extremely Lightweight Image Super-Resolution | May 9, 2021 | GPUImage Super-Resolution | CodeCode Available | 1 |
| FlowGNN: A Dataflow Architecture for Real-Time Workload-Agnostic Graph Neural Network Inference | Apr 27, 2022 | CPUDrug Discovery | CodeCode Available | 1 |
| Auxiliary Tasks Speed Up Learning PointGoal Navigation | Jul 9, 2020 | GPUNavigate | CodeCode Available | 1 |
| Coralai: Intrinsic Evolution of Embodied Neural Cellular Automata Ecosystems | Jun 14, 2024 | DiversityGPU | CodeCode Available | 1 |
| Fast-Vid2Vid: Spatial-Temporal Compression for Video-to-Video Synthesis | Jul 11, 2022 | GPUKnowledge Distillation | CodeCode Available | 1 |
| Detection of prostate cancer in whole-slide images through end-to-end training with image-level labels | Jun 5, 2020 | GPUMultiple Instance Learning | CodeCode Available | 1 |
| LIPT: Latency-aware Image Processing Transformer | Apr 9, 2024 | DenoisingGPU | CodeCode Available | 1 |
| Fast Video Shot Transition Localization with Deep Structured Models | Aug 13, 2018 | Camera shot boundary detectionGPU | CodeCode Available | 1 |
| CoordFill: Efficient High-Resolution Image Inpainting via Parameterized Coordinate Querying | Mar 15, 2023 | GPUImage Inpainting | CodeCode Available | 1 |
| FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation | Nov 3, 2021 | GPUimage-classification | CodeCode Available | 1 |
| FastSAM3D: An Efficient Segment Anything Model for 3D Volumetric Medical Images | Mar 14, 2024 | 3D Medical Imaging SegmentationGPU | CodeCode Available | 1 |
| LL-GNN: Low Latency Graph Neural Networks on FPGAs for High Energy Physics | Sep 28, 2022 | GPUGraph Neural Network | CodeCode Available | 1 |
| LLMCarbon: Modeling the end-to-end Carbon Footprint of Large Language Models | Sep 25, 2023 | GPUMixture-of-Experts | 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 |
| FastONN -- Python based open-source GPU implementation for Operational Neural Networks | Jun 3, 2020 | GPU | CodeCode Available | 1 |
