| A hierarchical approach to deep learning and its application to tomographic reconstruction | Dec 16, 2019 | Computational EfficiencyComputed Tomography (CT) | —Unverified | 0 |
| 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 |
| LUTNet: Learning FPGA Configurations for Highly Efficient Neural Network Inference | Oct 24, 2019 | BinarizationEfficient Neural Network | CodeCode Available | 1 |
| ROBO: Robust, Fully Neural Object Detection for Robot Soccer | Oct 24, 2019 | Efficient Neural NetworkObject | —Unverified | 0 |
| Recurrent neural network approach for cyclic job shop scheduling problem | Oct 21, 2019 | Efficient Neural NetworkJob Shop Scheduling | —Unverified | 0 |
| EdgeCNN: Convolutional Neural Network Classification Model with small inputs for Edge Computing | Sep 30, 2019 | Edge-computingEfficient Neural Network | CodeCode Available | 0 |
| Optimizing Speech Recognition For The Edge | Sep 26, 2019 | Efficient Neural NetworkQuantization | —Unverified | 0 |
| High performance RNNs with spiking neurons | Sep 25, 2019 | Edge-computingEfficient Neural Network | —Unverified | 0 |
| Go Wider: An Efficient Neural Network for Point Cloud Analysis via Group Convolutions | Sep 23, 2019 | Autonomous DrivingEfficient Neural Network | —Unverified | 0 |
| SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems | Sep 20, 2019 | Efficient Neural NetworkGPU | CodeCode Available | 0 |
| An Efficient Convolutional Neural Network for Coronary Heart Disease Prediction | Sep 1, 2019 | Class-Specific PerformanceDisease Prediction | CodeCode Available | 0 |
| DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures | Aug 27, 2019 | compressed sensingEfficient Neural Network | CodeCode Available | 0 |
| ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics | Aug 17, 2019 | 3D Point Cloud Classification3D Semantic Segmentation | CodeCode Available | 0 |
| Vision-based Navigation Using Deep Reinforcement Learning | Aug 8, 2019 | Deep Reinforcement LearningEfficient Neural Network | CodeCode Available | 0 |
| Joint Regularization on Activations and Weights for Efficient Neural Network Pruning | Jun 19, 2019 | Efficient Neural NetworkModel Compression | —Unverified | 0 |
| Efficient Neural Network Approaches for Leather Defect Classification | Jun 15, 2019 | ClassificationEdge Detection | —Unverified | 0 |
| DeepSquare: Boosting the Learning Power of Deep Convolutional Neural Networks with Elementwise Square Operators | Jun 12, 2019 | Efficient Neural Network | —Unverified | 0 |
| HGC: Hierarchical Group Convolution for Highly Efficient Neural Network | Jun 9, 2019 | Efficient Neural Network | —Unverified | 0 |
| S-ConvNet: A Shallow Convolutional Neural Network Architecture for Neuromuscular Activity Recognition Using Instantaneous High-Density Surface EMG Images | Jun 8, 2019 | Efficient Neural NetworkGesture Recognition | —Unverified | 0 |
| Fully Quantized Network for Object Detection | Jun 1, 2019 | Efficient Neural NetworkObject | —Unverified | 0 |
| Automatic Model Selection for Neural Networks | May 15, 2019 | Distributed ComputingEfficient Neural Network | —Unverified | 0 |
| Adaptive Sample-space & Adaptive Probability coding: a neural-network based approach for compression | May 1, 2019 | Data CompressionEfficient Neural Network | —Unverified | 0 |
| Plug-in, Trainable Gate for Streamlining Arbitrary Neural Networks | Apr 24, 2019 | Efficient Neural Networkimage-classification | —Unverified | 0 |
| White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks | Apr 4, 2019 | Efficient Neural Network | CodeCode Available | 0 |
| Deep learning observables in computational fluid dynamics | Mar 7, 2019 | Deep LearningEfficient Neural Network | CodeCode Available | 1 |
