| A Multigrid Method for Efficiently Training Video Models | Dec 2, 2019 | Action DetectionAction Recognition | CodeCode Available | 1 |
| Shredder: Learning Noise Distributions to Protect Inference Privacy | May 26, 2019 | GPUimage-classification | CodeCode Available | 1 |
| FOVEA: Foveated Image Magnification for Autonomous Navigation | Aug 27, 2021 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 1 |
| FlowGNN: A Dataflow Architecture for Real-Time Workload-Agnostic Graph Neural Network Inference | Apr 27, 2022 | CPUDrug Discovery | CodeCode Available | 1 |
| Fleet-DAgger: Interactive Robot Fleet Learning with Scalable Human Supervision | Jun 29, 2022 | Continual LearningGPU | CodeCode Available | 1 |
| FL_PyTorch: optimization research simulator for federated learning | Feb 7, 2022 | Federated LearningGPU | CodeCode Available | 1 |
| Bilateral Attention Network for RGB-D Salient Object Detection | Apr 30, 2020 | GPUObject | CodeCode Available | 1 |
| Characterization and Prediction of Deep Learning Workloads in Large-Scale GPU Datacenters | Sep 3, 2021 | GPUManagement | 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 |
| Channel-Aware Distillation Transformer for Depth Estimation on Nano Drones | Mar 18, 2023 | Autonomous NavigationDepth Estimation | CodeCode Available | 1 |
| FlashMLA-ETAP: Efficient Transpose Attention Pipeline for Accelerating MLA Inference on NVIDIA H20 GPUs | May 13, 2025 | GPU | CodeCode Available | 1 |
| Goat: Fine-tuned LLaMA Outperforms GPT-4 on Arithmetic Tasks | May 23, 2023 | AttributeDataset Generation | CodeCode Available | 1 |
| HeAT -- a Distributed and GPU-accelerated Tensor Framework for Data Analytics | Jul 27, 2020 | GPU | CodeCode Available | 1 |
| JetSeg: Efficient Real-Time Semantic Segmentation Model for Low-Power GPU-Embedded Systems | May 19, 2023 | DecoderGPU | CodeCode Available | 1 |
| Real-time Semantic Segmentation via Spatial-detail Guided Context Propagation | May 22, 2020 | GPUReal-Time Semantic Segmentation | CodeCode Available | 1 |
| CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time Segmentation | May 10, 2021 | DecoderGPU | CodeCode Available | 1 |
| ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks | Aug 11, 2019 | AttributeGPU | CodeCode Available | 1 |
| Flash3D: Super-scaling Point Transformers through Joint Hardware-Geometry Locality | Dec 21, 2024 | GPU | CodeCode Available | 1 |
| Lightning-Fast Image Inversion and Editing for Text-to-Image Diffusion Models | Dec 19, 2023 | GPU | CodeCode Available | 1 |
| CFPNet: Channel-wise Feature Pyramid for Real-Time Semantic Segmentation | Mar 22, 2021 | Autonomous DrivingGPU | CodeCode Available | 1 |
| Beyond [cls]: Exploring the true potential of Masked Image Modeling representations | Dec 4, 2024 | GPUSelf-Supervised Learning | CodeCode Available | 1 |
| Fine-tuning of sign language recognition models: a technical report | Feb 15, 2023 | Gesture RecognitionGPU | CodeCode Available | 1 |
| FlexModel: A Framework for Interpretability of Distributed Large Language Models | Dec 5, 2023 | Distributed ComputingGPU | 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 |
| MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution | Sep 27, 2019 | GPUInstance Segmentation | 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 Pre-trained Transformers into Decaying Fast Weights | Oct 9, 2022 | GPU | CodeCode Available | 1 |
| Binarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1 | Feb 9, 2016 | GPU | CodeCode Available | 1 |
| Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising | Aug 13, 2016 | Color Image DenoisingDenoising | CodeCode Available | 1 |
| Binary Noise for Binary Tasks: Masked Bernoulli Diffusion for Unsupervised Anomaly Detection | Mar 18, 2024 | Anomaly DetectionDenoising | 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 |
| BioEM: GPU-accelerated computing of Bayesian inference of electron microscopy images | Sep 21, 2016 | Bayesian InferenceCPU | 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 |
| 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 Quantized Neural Networks with Zeroth-order Optimization | May 19, 2025 | GPUQuantization | 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 |
| Fully automated analysis of muscle architecture from B-mode ultrasound images with deep learning | Sep 10, 2020 | CPUGPU | 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 |
| 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 |
| BenchPress: A Deep Active Benchmark Generator | Aug 13, 2022 | Active LearningCPU | CodeCode Available | 1 |
| FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation | Sep 2, 2021 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| BlaBla: Linguistic Feature Extraction for Clinical Analysis in Multiple Languages | May 20, 2020 | GPU | CodeCode Available | 1 |
| FFHNet : Generating Multi-Fingered Robotic Grasps for Unknown Objects in Real-time | May 23, 2022 | GPUGrasp Generation | CodeCode Available | 1 |
| CATS: Contextually-Aware Thresholding for Sparsity in Large Language Models | Apr 12, 2024 | GPU | CodeCode Available | 1 |
| Neural Architecture Search using Deep Neural Networks and Monte Carlo Tree Search | May 18, 2018 | GPUImage Captioning | CodeCode Available | 1 |