| Automatic Segmentation of Pulmonary Lobes Using a Progressive Dense V-Network | Feb 18, 2019 | GPUSegmentation | —Unverified | 0 |
| Deep Modulation Embedding | Feb 17, 2019 | GPU | —Unverified | 0 |
| Deep Generalized Convolutional Sum-Product Networks | Feb 16, 2019 | GPUImage Classification | CodeCode Available | 0 |
| DeeperLab: Single-Shot Image Parser | Feb 13, 2019 | GPUInstance Segmentation | —Unverified | 0 |
| Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network | Feb 13, 2019 | GPUImage Registration | CodeCode Available | 0 |
| Salus: Fine-Grained GPU Sharing Primitives for Deep Learning Applications | Feb 12, 2019 | CPUDeep Learning | CodeCode Available | 0 |
| Post-Data Augmentation to Improve Deep Pose Estimation of Extreme and Wild Motions | Feb 12, 2019 | Data AugmentationGPU | CodeCode Available | 0 |
| Disguised-Nets: Image Disguising for Privacy-preserving Outsourced Deep Learning | Feb 5, 2019 | Deep LearningGPU | —Unverified | 0 |
| 6D Object Pose Estimation without PnP | Feb 5, 2019 | 6D Pose Estimation using RGBGPU | —Unverified | 0 |
| Revisiting a single-stage method for face detection | Feb 5, 2019 | Face DetectionGPU | —Unverified | 0 |
| Real-Time Freespace Segmentation on Autonomous Robots for Detection of Obstacles and Drop-Offs | Feb 3, 2019 | GPUSegmentation | —Unverified | 0 |
| Fast and Optimal Laplacian Solver for Gradient-Domain Image Editing using Green Function Convolution | Feb 1, 2019 | Edge DetectionGPU | CodeCode Available | 0 |
| CoreNEURON : An Optimized Compute Engine for the NEURON Simulator | Jan 30, 2019 | GPU | CodeCode Available | 0 |
| DeGraF-Flow: Extending DeGraF Features for accurate and efficient sparse-to-dense optical flow estimation | Jan 28, 2019 | Computational EfficiencyGPU | —Unverified | 0 |
| The OoO VLIW JIT Compiler for GPU Inference | Jan 28, 2019 | GPU | —Unverified | 0 |
| Estimating multi-year 24/7 origin-destination demand using high-granular multi-source traffic data | Jan 26, 2019 | GPUTraffic Prediction | CodeCode Available | 0 |
| Efficient Toxicity Prediction via Simple Features Using Shallow Neural Networks and Decision Trees | Jan 26, 2019 | CPUGPU | —Unverified | 0 |
| PruneTrain: Fast Neural Network Training by Dynamic Sparse Model Reconfiguration | Jan 26, 2019 | GPU | CodeCode Available | 0 |
| DF-SLAM: A Deep-Learning Enhanced Visual SLAM System based on Deep Local Features | Jan 22, 2019 | GPUSimultaneous Localization and Mapping | —Unverified | 0 |
| Self-Attention Networks for Connectionist Temporal Classification in Speech Recognition | Jan 22, 2019 | ClassificationDecoder | CodeCode Available | 0 |
| A Fourier Disparity Layer representation for Light Fields | Jan 21, 2019 | DenoisingGPU | —Unverified | 0 |
| AccUDNN: A GPU Memory Efficient Accelerator for Training Ultra-deep Neural Networks | Jan 21, 2019 | GPU | —Unverified | 0 |
| Arbor -- a morphologically-detailed neural network simulation library for contemporary high-performance computing architectures | Jan 17, 2019 | GPUNeural Network simulation | —Unverified | 0 |
| Tango: A Deep Neural Network Benchmark Suite for Various Accelerators | Jan 14, 2019 | GPU | —Unverified | 0 |
| A Distributed Synchronous SGD Algorithm with Global Top-k Sparsification for Low Bandwidth Networks | Jan 14, 2019 | GPU | CodeCode Available | 0 |
