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| Super Efficient Neural Network for Compression Artifacts Reduction and Super Resolution | Jan 26, 2024 | Efficient Neural NetworkSuper-Resolution | —Unverified | 0 | 0 |
| SWIS -- Shared Weight bIt Sparsity for Efficient Neural Network Acceleration | Mar 1, 2021 | Efficient Neural NetworkQuantization | —Unverified | 0 | 0 |
| Toward Computation and Memory Efficient Neural Network Acoustic Models with Binary Weights and Activations | Jun 28, 2017 | Efficient Neural Networkspeech-recognition | —Unverified | 0 | 0 |
| Enhancing Accuracy and Robustness of Steering Angle Prediction with Attention Mechanism | Nov 21, 2022 | Adversarial RobustnessAutonomous Driving | —Unverified | 0 | 0 |
| Ultrasensitive Textile Strain Sensors Redefine Wearable Silent Speech Interfaces with High Machine Learning Efficiency | Nov 27, 2023 | Efficient Neural Network | —Unverified | 0 | 0 |
| UMEC: Unified model and embedding compression for efficient recommendation systems | Jan 1, 2021 | Efficient Neural Networkfeature selection | —Unverified | 0 | 0 |
| Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation | Nov 30, 2017 | Deep Reinforcement LearningDialogue Management | —Unverified | 0 | 0 |
| VQ4ALL: Efficient Neural Network Representation via a Universal Codebook | Dec 9, 2024 | Density EstimationEfficient Neural Network | —Unverified | 0 | 0 |
| YFlows: Systematic Dataflow Exploration and Code Generation for Efficient Neural Network Inference using SIMD Architectures on CPUs | Oct 1, 2023 | Code GenerationEfficient Neural Network | —Unverified | 0 | 0 |
| Go Wider: An Efficient Neural Network for Point Cloud Analysis via Group Convolutions | Sep 23, 2019 | Autonomous DrivingEfficient Neural Network | —Unverified | 0 | 0 |
| UnifiedNN: Efficient Neural Network Training on the Cloud | Aug 2, 2024 | Efficient Neural Network | —Unverified | 0 | 0 |
| Hybrid Coordinate Descent for Efficient Neural Network Learning Using Line Search and Gradient Descent | Aug 2, 2024 | Computational EfficiencyEfficient Neural Network | —Unverified | 0 | 0 |
| Accelerating 3D Gaussian Splatting with Neural Sorting and Axis-Oriented Rasterization | Jun 8, 2025 | 3DGSAutonomous Driving | —Unverified | 0 | 0 |
| A Computationally Efficient Neural Network Invariant to the Action of Symmetry Subgroups | Feb 18, 2020 | Efficient Neural Network | —Unverified | 0 | 0 |
| Adaptive Least Mean Squares Graph Neural Networks and Online Graph Signal Estimation | Jan 27, 2024 | Efficient Neural NetworkMissing Values | —Unverified | 0 | 0 |
| Adaptive motor control and learning in a spiking neural network realised on a mixed-signal neuromorphic processor | Oct 25, 2018 | Efficient Neural Network | —Unverified | 0 | 0 |
| Adaptive Sample-space & Adaptive Probability coding: a neural-network based approach for compression | May 1, 2019 | Data CompressionEfficient Neural Network | —Unverified | 0 | 0 |
| Additive regularization schedule for neural architecture search | Jun 18, 2024 | Efficient Neural NetworkNeural Architecture Search | —Unverified | 0 | 0 |
| A Digital twin for Diesel Engines: Operator-infused PINNs with Transfer Learning for Engine Health Monitoring | Dec 16, 2024 | Efficient Neural NetworkTransfer Learning | —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 |
| An efficient neural-network and finite-difference hybrid method for elliptic interface problems with applications | Oct 11, 2022 | Efficient Neural Network | —Unverified | 0 | 0 |
| Amortized Bayesian Multilevel Models | Aug 23, 2024 | Bayesian InferenceEfficient Neural Network | —Unverified | 0 | 0 |
| A New MRAM-based Process In-Memory Accelerator for Efficient Neural Network Training with Floating Point Precision | Mar 2, 2020 | Efficient Neural Network | —Unverified | 0 | 0 |
| A Survey of Quantization Methods for Efficient Neural Network Inference | Mar 25, 2021 | Efficient Neural NetworkQuantization | —Unverified | 0 | 0 |