| Efficient Camera Exposure Control for Visual Odometry via Deep Reinforcement Learning | Aug 30, 2024 | CPUDeep Reinforcement Learning | CodeCode Available | 1 |
| Efficient Hyperparameter Optimization in Deep Learning Using a Variable Length Genetic Algorithm | Jun 23, 2020 | CPUHyperparameter Optimization | CodeCode Available | 1 |
| An open-source deep learning algorithm for efficient and fully-automatic analysis of the choroid in optical coherence tomography | Jul 3, 2023 | CPUSegmentation | CodeCode Available | 1 |
| ApproxTrain: Fast Simulation of Approximate Multipliers for DNN Training and Inference | Sep 9, 2022 | CPUGPU | CodeCode Available | 1 |
| A Practical Stereo Depth System for Smart Glasses | Nov 19, 2022 | CPUDepth Estimation | CodeCode Available | 1 |
| PyGim: An Efficient Graph Neural Network Library for Real Processing-In-Memory Architectures | Feb 26, 2024 | CPUGPU | CodeCode Available | 1 |
| Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological images | Dec 7, 2021 | CPUSegmentation | CodeCode Available | 1 |
| EfficientBioAI: Making Bioimaging AI Models Efficient in Energy, Latency and Representation | Jun 9, 2023 | CPUGPU | CodeCode Available | 1 |
| Efficient Intent Detection with Dual Sentence Encoders | Mar 10, 2020 | CPUIntent Detection | CodeCode Available | 1 |
| Dynamic Sparse Training with Structured Sparsity | May 3, 2023 | CPUGPU | CodeCode Available | 1 |
| Dynamic Perceiver for Efficient Visual Recognition | Jun 20, 2023 | Action RecognitionClassification | CodeCode Available | 1 |
| InterFormer: Real-time Interactive Image Segmentation | Apr 6, 2023 | Computational EfficiencyCPU | CodeCode Available | 1 |
| Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network | Feb 3, 2021 | CPUEdge-computing | CodeCode Available | 1 |
| Dynamic Low-Rank Sparse Adaptation for Large Language Models | Feb 20, 2025 | CPUGPU | CodeCode Available | 1 |
| ARIANN: Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing | Jun 8, 2020 | CPUFederated Learning | CodeCode Available | 1 |
| Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms | May 8, 2021 | CPUGPU | CodeCode Available | 1 |
| Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance | Aug 2, 2021 | CPUGPU | CodeCode Available | 1 |
| Accelerating the Super-Resolution Convolutional Neural Network | Aug 1, 2016 | CPUImage Super-Resolution | CodeCode Available | 1 |
| KML: Using Machine Learning to Improve Storage Systems | Nov 22, 2021 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| Automatic Failure Recovery and Re-Initialization for Online UAV Tracking with Joint Scale and Aspect Ratio Optimization | Aug 10, 2020 | CPUTranslation | CodeCode Available | 1 |
| Large-displacement 3D Object Tracking with Hybrid Non-local Optimization | Jul 26, 2022 | 3D Object TrackingCPU | CodeCode Available | 1 |
| Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks | Apr 26, 2021 | CPUGPU | CodeCode Available | 1 |
| Marius: Learning Massive Graph Embeddings on a Single Machine | Jan 20, 2021 | CPUGPU | CodeCode Available | 1 |
| Learning to play the Chess Variant Crazyhouse above World Champion Level with Deep Neural Networks and Human Data | Aug 19, 2019 | Board GamesCPU | CodeCode Available | 1 |
| Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-level Sparsity via Mixture-of-Experts | May 30, 2023 | CPUGPU | CodeCode Available | 1 |