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| Joint Matrix Decomposition for Deep Convolutional Neural Networks Compression | Jul 9, 2021 | Efficient Neural NetworkMatrix Factorization / Decomposition | CodeCode Available | 0 | 5 |
| Learn2Mix: Training Neural Networks Using Adaptive Data Integration | Dec 21, 2024 | Data IntegrationEfficient Neural Network | CodeCode Available | 0 | 5 |
| Efficient Neural Network Training via Forward and Backward Propagation Sparsification | Nov 10, 2021 | Efficient Neural Network | CodeCode Available | 0 | 5 |
| Harmonic Loss Trains Interpretable AI Models | Feb 3, 2025 | Efficient Neural Network | CodeCode Available | 0 | 5 |
| Efficient Neural Network Encoding for 3D Color Lookup Tables | Dec 19, 2024 | Color ManipulationEfficient Neural Network | CodeCode Available | 0 | 5 |
| An Efficient Convolutional Neural Network for Coronary Heart Disease Prediction | Sep 1, 2019 | Class-Specific PerformanceDisease Prediction | CodeCode Available | 0 | 5 |
| Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering | Jul 25, 2017 | Efficient Neural NetworkFeature Engineering | CodeCode Available | 0 | 5 |
| LightSNN: Lightweight Architecture Search for Sparse and Accurate Spiking Neural Networks | Mar 27, 2025 | Efficient Neural Network | CodeCode Available | 0 | 5 |
| CMSIS-NN: Efficient Neural Network Kernels for Arm Cortex-M CPUs | Jan 19, 2018 | Efficient Neural Network | CodeCode Available | 0 | 5 |
| NeXtVLAD: An Efficient Neural Network to Aggregate Frame-level Features for Large-scale Video Classification | Nov 12, 2018 | Efficient Neural NetworkGeneral Classification | CodeCode Available | 0 | 5 |
| Classifying emotions and engagement in online learning based on a single facial expression recognition neural network | Jul 4, 2022 | Efficient Neural NetworkEmotion Recognition | CodeCode Available | 0 | 5 |
| Efficient Neural Network Approaches for Conditional Optimal Transport with Applications in Bayesian Inference | Oct 25, 2023 | Bayesian InferenceComputational Efficiency | CodeCode Available | 0 | 5 |
| SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems | Sep 20, 2019 | Efficient Neural NetworkGPU | CodeCode Available | 0 | 5 |
| Generalizable Learning Reconstruction for Accelerating MR Imaging via Federated Neural Architecture Search | Aug 27, 2023 | Efficient Neural NetworkFairness | CodeCode Available | 0 | 5 |
| Dynamic Spectral Backpropagation for Efficient Neural Network Training | May 29, 2025 | Efficient Neural NetworkMeta-Learning | —Unverified | 0 | 0 |
| cecilia: A Machine Learning-Based Pipeline for Measuring Metal Abundances of Helium-rich Polluted White Dwarfs | Feb 7, 2024 | Efficient Neural NetworkGeochemistry | —Unverified | 0 | 0 |
| An efficient neural-network and finite-difference hybrid method for elliptic interface problems with applications | Oct 11, 2022 | Efficient Neural Network | —Unverified | 0 | 0 |
| Dynamic Neural Diversification: Path to Computationally Sustainable Neural Networks | Sep 20, 2021 | DiversityEfficient Neural Network | —Unverified | 0 | 0 |
| Adaptive Error-Bounded Hierarchical Matrices for Efficient Neural Network Compression | Sep 11, 2024 | Efficient Neural NetworkNeural Network Compression | —Unverified | 0 | 0 |
| Can LLMs Revolutionize the Design of Explainable and Efficient TinyML Models? | Apr 13, 2025 | Computational EfficiencyEfficient Neural Network | —Unverified | 0 | 0 |
| Double A3C: Deep Reinforcement Learning on OpenAI Gym Games | Mar 4, 2023 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Can KAN Work? Exploring the Potential of Kolmogorov-Arnold Networks in Computer Vision | Nov 11, 2024 | Efficient Neural Networkimage-classification | —Unverified | 0 | 0 |
| A hierarchical approach to deep learning and its application to tomographic reconstruction | Dec 16, 2019 | Computational EfficiencyComputed Tomography (CT) | —Unverified | 0 | 0 |
| DistIR: An Intermediate Representation and Simulator for Efficient Neural Network Distribution | Nov 9, 2021 | Efficient Neural Network | —Unverified | 0 | 0 |