| The Effectiveness of a Simplified Model Structure for Crowd Counting | Apr 11, 2024 | Crowd CountingEfficient Neural Network | CodeCode Available | 1 | 5 |
| A Convergent ADMM Framework for Efficient Neural Network Training | Dec 22, 2021 | Efficient Neural Network | CodeCode Available | 1 | 5 |
| GenNet framework: interpretable deep learning for predicting phenotypes from genetic data | Sep 17, 2021 | Deep LearningEfficient Neural Network | CodeCode Available | 1 | 5 |
| Ground-aware Monocular 3D Object Detection for Autonomous Driving | Feb 1, 2021 | 3D Object Detection6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| CEN-HDR: Computationally Efficient neural Network for real-time High Dynamic Range imaging | Feb 10, 2023 | Efficient Neural NetworkKnowledge Distillation | CodeCode Available | 1 | 5 |
| Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes | Apr 28, 2022 | Efficient Neural Network | CodeCode Available | 1 | 5 |
| Image Generation for Efficient Neural Network Training in Autonomous Drone Racing | Aug 6, 2020 | Dataset GenerationEfficient Neural Network | CodeCode Available | 1 | 5 |
| An Accurate and Efficient Neural Network for OCTA Vessel Segmentation and a New Dataset | Sep 18, 2023 | Efficient Neural NetworkRetinal Vessel Segmentation | CodeCode Available | 1 | 5 |
| Logic Shrinkage: Learned FPGA Netlist Sparsity for Efficient Neural Network Inference | Dec 4, 2021 | Efficient Neural NetworkGPU | CodeCode Available | 1 | 5 |
| EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning | Jul 6, 2020 | Efficient Neural NetworkNetwork Pruning | CodeCode Available | 1 | 5 |
| ChamNet: Towards Efficient Network Design through Platform-Aware Model Adaptation | Dec 21, 2018 | Bayesian OptimizationCPU | CodeCode Available | 1 | 5 |
| Compute and memory efficient universal sound source separation | Mar 3, 2021 | Audio Source SeparationEfficient Neural Network | CodeCode Available | 1 | 5 |
| Efficient Neural Network Approximation of Robust PCA for Automated Analysis of Calcium Imaging Data | Jul 31, 2021 | Efficient Neural NetworkGPU | CodeCode Available | 1 | 5 |
| LowDINO -- A Low Parameter Self Supervised Learning Model | May 28, 2023 | Efficient Neural Networkimage-classification | CodeCode Available | 1 | 5 |
| Efficient Neural Network Deployment for Microcontroller | Jul 2, 2020 | BinarizationEdge-computing | CodeCode Available | 1 | 5 |
| Practical Deep Raw Image Denoising on Mobile Devices | Oct 14, 2020 | DenoisingEfficient Neural Network | CodeCode Available | 1 | 5 |
| Efficient Neural Network Robustness Certification with General Activation Functions | Nov 2, 2018 | Computational EfficiencyEfficient Neural Network | CodeCode Available | 1 | 5 |
| A Three-regime Model of Network Pruning | May 28, 2023 | Efficient Neural NetworkHyperparameter Optimization | CodeCode Available | 1 | 5 |
| Trainable Weight Averaging: A General Approach for Subspace Training | May 26, 2022 | Dimensionality ReductionEfficient Neural Network | CodeCode Available | 1 | 5 |
| ElectroCardioGuard: Preventing Patient Misidentification in Electrocardiogram Databases through Neural Networks | Jun 9, 2023 | ECG Patient IdentificationECG Patient Identification (gallery-probe) | CodeCode Available | 1 | 5 |
| Deep learning observables in computational fluid dynamics | Mar 7, 2019 | Deep LearningEfficient Neural Network | CodeCode Available | 1 | 5 |
| Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression | Feb 23, 2025 | Efficient Neural NetworkQuantization | CodeCode Available | 1 | 5 |
| Harmonic Loss Trains Interpretable AI Models | Feb 3, 2025 | Efficient Neural Network | CodeCode Available | 0 | 5 |
| Efficient Neural Network Compression | Nov 30, 2018 | CPUEfficient Neural Network | CodeCode Available | 0 | 5 |
| FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things | Nov 8, 2019 | BIG-bench Machine LearningEdge-computing | CodeCode Available | 0 | 5 |
