| Fast-Vid2Vid: Spatial-Temporal Compression for Video-to-Video Synthesis | Jul 11, 2022 | GPUKnowledge Distillation | CodeCode Available | 1 |
| Shredder: Learning Noise Distributions to Protect Inference Privacy | May 26, 2019 | GPUimage-classification | CodeCode Available | 1 |
| DVIS: Decoupled Video Instance Segmentation Framework | Jun 6, 2023 | Autonomous DrivingGPU | CodeCode Available | 1 |
| DXSLAM: A Robust and Efficient Visual SLAM System with Deep Features | Aug 12, 2020 | GPULoop Closure Detection | CodeCode Available | 1 |
| Fast Neural Representations for Direct Volume Rendering | Dec 2, 2021 | GPUSuper-Resolution | CodeCode Available | 1 |
| Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells | Oct 25, 2018 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Fast Nonlinear Vector Quantile Regression | May 30, 2022 | GPUquantile regression | 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 |
| Fast Model Editing at Scale | Oct 21, 2021 | GPULanguage Modelling | CodeCode Available | 1 |
| RECE: Reduced Cross-Entropy Loss for Large-Catalogue Sequential Recommenders | Aug 5, 2024 | GPURecommendation Systems | CodeCode Available | 1 |
| Dynamic DNNs and Runtime Management for Efficient Inference on Mobile/Embedded Devices | Jan 17, 2024 | Dynamic neural networksGPU | CodeCode Available | 1 |
| Dynamic GPU Energy Optimization for Machine Learning Training Workloads | Jan 5, 2022 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| Real-time RGBD-based Extended Body Pose Estimation | Mar 5, 2021 | GPUPose Estimation | CodeCode Available | 1 |
| Real-Time Semantic Background Subtraction | Feb 12, 2020 | CPUGPU | CodeCode Available | 1 |
| FastONN -- Python based open-source GPU implementation for Operational Neural Networks | Jun 3, 2020 | GPU | CodeCode Available | 1 |
| Dynamic Low-Rank Sparse Adaptation for Large Language Models | Feb 20, 2025 | CPUGPU | CodeCode Available | 1 |
| CE-SSL: Computation-Efficient Semi-Supervised Learning for ECG-based Cardiovascular Diseases Detection | Jun 20, 2024 | Computational EfficiencyElectrocardiography (ECG) | CodeCode Available | 1 |
| Computation-Aware Kalman Filtering and Smoothing | May 14, 2024 | GPU | CodeCode Available | 1 |
| EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs | Nov 30, 2021 | GPUImage Generation | CodeCode Available | 1 |
| Fast Light-Field Disparity Estimation With Multi-Disparity-Scale Cost Aggregation | Jan 1, 2021 | Disparity EstimationGPU | CodeCode Available | 1 |
| Fast Region Proposal Learning for Object Detection for Robotics | Nov 25, 2020 | GPUObject | CodeCode Available | 1 |
| Dynamic Pooling Improves Nanopore Base Calling Accuracy | May 16, 2021 | GPU | CodeCode Available | 1 |
| Fast Video Shot Transition Localization with Deep Structured Models | Aug 13, 2018 | Camera shot boundary detectionGPU | CodeCode Available | 1 |
| An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image Level | May 23, 2023 | GPUImage Segmentation | CodeCode Available | 1 |
| Fine-tuning Quantized Neural Networks with Zeroth-order Optimization | May 19, 2025 | GPUQuantization | CodeCode Available | 1 |
