| Fully-deformable 3D image registration in two seconds | Dec 17, 2018 | CPUGPU | —Unverified | 0 |
| Trust Region Based Adversarial Attack on Neural Networks | Dec 16, 2018 | Adversarial AttackGPU | CodeCode Available | 0 |
| Evolutionary Neural Architecture Search for Image Restoration | Dec 14, 2018 | GPUimage-classification | —Unverified | 0 |
| Separation of water and fat signal in whole-body gradient echo scans using convolutional neural networks | Dec 12, 2018 | CPUGPU | —Unverified | 0 |
| A Comparison of Embedded Deep Learning Methods for Person Detection | Dec 9, 2018 | Deep LearningGPU | —Unverified | 0 |
| FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search | Dec 9, 2018 | GPUImage Classification | CodeCode Available | 1 |
| The Modeling of SDL Aiming at Knowledge Acquisition in Automatic Driving | Dec 7, 2018 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Low-Complexity Data-Parallel Earth Mover's Distance Approximations | Dec 5, 2018 | CPUGPU | —Unverified | 0 |
| Benchmarking Keyword Spotting Efficiency on Neuromorphic Hardware | Dec 4, 2018 | BenchmarkingCPU | CodeCode Available | 0 |
| The Alignment of the Spheres: Globally-Optimal Spherical Mixture Alignment for Camera Pose Estimation | Dec 4, 2018 | Camera Pose EstimationGPU | —Unverified | 0 |
| AutoFocus: Efficient Multi-Scale Inference | Dec 4, 2018 | GPU | CodeCode Available | 2 |
| ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware | Dec 2, 2018 | GPUImage Classification | CodeCode Available | 2 |
| TETRIS: TilE-matching the TRemendous Irregular Sparsity | Dec 1, 2018 | CPUGPU | —Unverified | 0 |
| BML: A High-performance, Low-cost Gradient Synchronization Algorithm for DML Training | Dec 1, 2018 | GPUVocal Bursts Intensity Prediction | —Unverified | 0 |
| Post: Device Placement with Cross-Entropy Minimization and Proximal Policy Optimization | Dec 1, 2018 | CPUGPU | —Unverified | 0 |
| Faster Neural Networks Straight from JPEG | Dec 1, 2018 | CPUGPU | CodeCode Available | 0 |
| Fully Neural Network Based Speech Recognition on Mobile and Embedded Devices | Dec 1, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| SwishNet: A Fast Convolutional Neural Network for Speech, Music and Noise Classification and Segmentation | Dec 1, 2018 | CPUGeneral Classification | CodeCode Available | 0 |
| Efficient Online Multi-Person 2D Pose Tracking with Recurrent Spatio-Temporal Affinity Fields | Nov 29, 2018 | GPUPose Tracking | —Unverified | 0 |
| Data-parallel distributed training of very large models beyond GPU capacity | Nov 29, 2018 | CPUGPU | —Unverified | 0 |
| A Generative Appearance Model for End-to-end Video Object Segmentation | Nov 28, 2018 | GPUOne-shot visual object segmentation | CodeCode Available | 0 |
| CCNet: Criss-Cross Attention for Semantic Segmentation | Nov 28, 2018 | Computational EfficiencyGPU | CodeCode Available | 0 |
| AI Matrix - Synthetic Benchmarks for DNN | Nov 27, 2018 | BenchmarkingCPU | —Unverified | 0 |
| CT organ segmentation using GPU data augmentation, unsupervised labels and IOU loss | Nov 27, 2018 | CPUData Augmentation | —Unverified | 0 |
| MobiFace: A Lightweight Deep Learning Face Recognition on Mobile Devices | Nov 27, 2018 | Deep LearningFace Recognition | —Unverified | 0 |
