| N-DriverMotion: Driver motion learning and prediction using an event-based camera and directly trained spiking neural networks on Loihi 2 | Aug 23, 2024 | Autonomous VehiclesEfficient Neural Network | —Unverified | 0 |
| Amortized Bayesian Multilevel Models | Aug 23, 2024 | Bayesian InferenceEfficient Neural Network | —Unverified | 0 |
| Efficient Area-based and Speaker-Agnostic Source Separation | Aug 19, 2024 | Efficient Neural NetworkSpeaker Separation | —Unverified | 0 |
| Infra-YOLO: Efficient Neural Network Structure with Model Compression for Real-Time Infrared Small Object Detection | Aug 14, 2024 | Efficient Neural NetworkModel Compression | —Unverified | 0 |
| On the Parameter Selection of Phase-transmittance Radial Basis Function Neural Networks for Communication Systems | Aug 14, 2024 | Efficient Neural Network | —Unverified | 0 |
| UnifiedNN: Efficient Neural Network Training on the Cloud | Aug 2, 2024 | Efficient Neural Network | —Unverified | 0 |
| Hybrid Coordinate Descent for Efficient Neural Network Learning Using Line Search and Gradient Descent | Aug 2, 2024 | Computational EfficiencyEfficient Neural Network | —Unverified | 0 |
| Exploring FPGA designs for MX and beyond | Jul 1, 2024 | Efficient Neural NetworkQuantization | —Unverified | 0 |
| Additive regularization schedule for neural architecture search | Jun 18, 2024 | Efficient Neural NetworkNeural Architecture Search | —Unverified | 0 |
| MDeRainNet: An Efficient Neural Network for Rain Streak Removal from Macro-pixel Images | Jun 15, 2024 | Efficient Neural NetworkRain Removal | —Unverified | 0 |
| On Efficient Neural Network Architectures for Image Compression | Jun 14, 2024 | Efficient Neural NetworkImage Compression | CodeCode Available | 0 |
| Deep Learning for Computing Convergence Rates of Markov Chains | May 30, 2024 | Deep LearningEfficient Neural Network | —Unverified | 0 |
| GFFE: G-buffer Free Frame Extrapolation for Low-latency Real-time Rendering | May 23, 2024 | Efficient Neural Network | —Unverified | 0 |
| BEND: Bagging Deep Learning Training Based on Efficient Neural Network Diffusion | Mar 23, 2024 | Deep LearningDiversity | —Unverified | 0 |
| LeMo-NADe: Multi-Parameter Neural Architecture Discovery with LLMs | Feb 28, 2024 | Efficient Neural NetworkNeural Architecture Search | —Unverified | 0 |
| Scalable Superconductor Neuron with Ternary Synaptic Connections for Ultra-Fast SNN Hardware | Feb 26, 2024 | 4kEfficient Neural Network | —Unverified | 0 |
| EncodingNet: A Novel Encoding-based MAC Design for Efficient Neural Network Acceleration | Feb 25, 2024 | Efficient Neural Networkimage-classification | CodeCode Available | 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 |
| Extreme Learning Machine-based Channel Estimation in IRS-Assisted Multi-User ISAC System | Jan 29, 2024 | Efficient Neural NetworkIntegrated sensing and communication | —Unverified | 0 |
| Adaptive Least Mean Squares Graph Neural Networks and Online Graph Signal Estimation | Jan 27, 2024 | Efficient Neural NetworkMissing Values | —Unverified | 0 |
| Super Efficient Neural Network for Compression Artifacts Reduction and Super Resolution | Jan 26, 2024 | Efficient Neural NetworkSuper-Resolution | —Unverified | 0 |
| Fast Cerebral Blood Flow Analysis via Extreme Learning Machine | Jan 10, 2024 | Edge-computingEfficient Neural Network | —Unverified | 0 |
| IDKM: Memory Efficient Neural Network Quantization via Implicit, Differentiable k-Means | Dec 12, 2023 | Efficient Neural NetworkQuantization | —Unverified | 0 |
| Sparse Multitask Learning for Efficient Neural Representation of Motor Imagery and Execution | Dec 10, 2023 | Efficient Neural Networkintent-classification | —Unverified | 0 |
| Ultrasensitive Textile Strain Sensors Redefine Wearable Silent Speech Interfaces with High Machine Learning Efficiency | Nov 27, 2023 | Efficient Neural Network | —Unverified | 0 |