| TATi-Thermodynamic Analytics ToolkIt: TensorFlow-based software for posterior sampling in machine learning applications | Mar 20, 2019 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Exact Gaussian Processes on a Million Data Points | Mar 19, 2019 | Gaussian ProcessesGPU | CodeCode Available | 0 |
| PZnet: Efficient 3D ConvNet Inference on Manycore CPUs | Mar 18, 2019 | CPUGPU | —Unverified | 0 |
| Weighted Mean Curvature | Mar 17, 2019 | Bayesian InferenceGPU | —Unverified | 0 |
| swCaffe: a Parallel Framework for Accelerating Deep Learning Applications on Sunway TaihuLight | Mar 16, 2019 | CPUGPU | —Unverified | 0 |
| Learning Orientation-Estimation Convolutional Neural Network for Building Detection in Optical Remote Sensing Image | Mar 14, 2019 | GPUobject-detection | —Unverified | 0 |
| RVOS: End-to-End Recurrent Network for Video Object Segmentation | Mar 13, 2019 | GPUObject | CodeCode Available | 0 |
| MSFD:Multi-Scale Receptive Field Face Detector | Mar 11, 2019 | GPU | —Unverified | 0 |
| Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture Search | Mar 9, 2019 | DecoderGPU | CodeCode Available | 0 |
| Fast Deep Stereo with 2D Convolutional Processing of Cost Signatures | Mar 8, 2019 | Autonomous VehiclesGPU | CodeCode Available | 0 |
| FastDepth: Fast Monocular Depth Estimation on Embedded Systems | Mar 8, 2019 | CPUDecoder | CodeCode Available | 0 |
| Inductive Transfer for Neural Architecture Optimization | Mar 8, 2019 | GPUimage-classification | —Unverified | 0 |
| On Boosting Semantic Street Scene Segmentation with Weak Supervision | Mar 8, 2019 | GPUScene Segmentation | CodeCode Available | 0 |
| SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems | Mar 7, 2019 | CPUGPU | CodeCode Available | 1 |
| SpykeTorch: Efficient Simulation of Convolutional Spiking Neural Networks with at most one Spike per Neuron | Mar 6, 2019 | GPU | CodeCode Available | 0 |
| Fast Graph Representation Learning with PyTorch Geometric | Mar 6, 2019 | GPUGraph Classification | CodeCode Available | 1 |
| Statistically-informed deep learning for gravitational wave parameter estimation | Mar 5, 2019 | Contrastive LearningDeep Learning | —Unverified | 0 |
| GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding | Mar 2, 2019 | CPUDimensionality Reduction | CodeCode Available | 0 |
| Speeding up Deep Learning with Transient Servers | Feb 28, 2019 | Deep LearningGPU | —Unverified | 0 |
| Workflow-Driven Distributed Machine Learning in CHASE-CI: A Cognitive Hardware and Software Ecosystem Community Infrastructure | Feb 26, 2019 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Efficient Memory Management for GPU-based Deep Learning Systems | Feb 19, 2019 | CPUDeep Learning | —Unverified | 0 |
| 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 |
