| Efficient Neural Architecture Search via Parameters Sharing | Jul 1, 2018 | GPUNeural Architecture Search | —Unverified | 0 |
| Spotlight: Optimizing Device Placement for Training Deep Neural Networks | Jul 1, 2018 | CPUGPU | —Unverified | 0 |
| Differentiable Learning-to-Normalize via Switchable Normalization | Jun 28, 2018 | GPU | CodeCode Available | 0 |
| Auto-Keras: An Efficient Neural Architecture Search System | Jun 27, 2018 | AutoMLBayesian Optimization | CodeCode Available | 0 |
| 3D RoI-aware U-Net for Accurate and Efficient Colorectal Tumor Segmentation | Jun 27, 2018 | GPUImage Segmentation | CodeCode Available | 0 |
| AirLab: Autograd Image Registration Laboratory | Jun 26, 2018 | CPUGPU | CodeCode Available | 0 |
| Limited Evaluation Evolutionary Optimization of Large Neural Networks | Jun 26, 2018 | Evolutionary AlgorithmsGPU | CodeCode Available | 0 |
| Detection of Alzheimers Disease from MRI using Convolutional Neural Network with Tensorflow | Jun 26, 2018 | GPU | —Unverified | 0 |
| Crowd Counting with Density Adaption Networks | Jun 26, 2018 | Crowd CountingGPU | —Unverified | 0 |
| Tensor Monte Carlo: particle methods for the GPU era | Jun 22, 2018 | GPU | CodeCode Available | 0 |
| DPP-Net: Device-aware Progressive Search for Pareto-optimal Neural Architectures | Jun 21, 2018 | GPUimage-classification | —Unverified | 0 |
| A Hierarchical Deep Architecture and Mini-Batch Selection Method For Joint Traffic Sign and Light Detection | Jun 20, 2018 | GPUTraffic Sign Detection | CodeCode Available | 0 |
| Faster SGD training by minibatch persistency | Jun 19, 2018 | GPU | —Unverified | 0 |
| Learning to Update for Object Tracking with Recurrent Meta-learner | Jun 19, 2018 | GPUMeta-Learning | —Unverified | 0 |
| High Performance Computing in Medical Image Analysis HuSSaR | Jun 16, 2018 | CPUGPU | —Unverified | 0 |
| Kernel machines that adapt to GPUs for effective large batch training | Jun 15, 2018 | GPU | CodeCode Available | 0 |
| NCRF++: An Open-source Neural Sequence Labeling Toolkit | Jun 14, 2018 | ChunkingGPU | CodeCode Available | 0 |
| Fire SSD: Wide Fire Modules based Single Shot Detector on Edge Device | Jun 14, 2018 | CPUEdge-computing | —Unverified | 0 |
| Morphological and Language-Agnostic Word Segmentation for NMT | Jun 14, 2018 | GPUMachine Translation | CodeCode Available | 0 |
| Impostor Networks for Fast Fine-Grained Recognition | Jun 13, 2018 | GPU | —Unverified | 0 |
| Retinal Optic Disc Segmentation using Conditional Generative Adversarial Network | Jun 11, 2018 | Generative Adversarial NetworkGPU | —Unverified | 0 |
| Gear Training: A new way to implement high-performance model-parallel training | Jun 11, 2018 | GPU | —Unverified | 0 |
| Physical Representation-based Predicate Optimization for a Visual Analytics Database | Jun 11, 2018 | GPU | —Unverified | 0 |
| IVUS-Net: An Intravascular Ultrasound Segmentation Network | Jun 10, 2018 | 3D ReconstructionGPU | CodeCode Available | 0 |
| Slalom: Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware | Jun 8, 2018 | GPU | CodeCode Available | 0 |
| Semi-Dynamic Load Balancing: Efficient Distributed Learning in Non-Dedicated Environments | Jun 7, 2018 | CPUGPU | —Unverified | 0 |
| Path-Level Network Transformation for Efficient Architecture Search | Jun 7, 2018 | GPUimage-classification | CodeCode Available | 0 |
| Efficient semantic image segmentation with superpixel pooling | Jun 7, 2018 | GPUImage Segmentation | CodeCode Available | 0 |
| A multi-scale pyramid of 3D fully convolutional networks for abdominal multi-organ segmentation | Jun 6, 2018 | GPUOrgan Segmentation | —Unverified | 0 |
| EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching from Scratch | Jun 5, 2018 | GPU | —Unverified | 0 |
| Monte Carlo Convolution for Learning on Non-Uniformly Sampled Point Clouds | Jun 5, 2018 | GPUPoint Cloud Segmentation | CodeCode Available | 0 |
| Probabilistic Deep Learning using Random Sum-Product Networks | Jun 5, 2018 | Deep LearningGPU | —Unverified | 0 |
| Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark | Jun 4, 2018 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| End to End Brain Fiber Orientation Estimation using Deep Learning | Jun 4, 2018 | Deep LearningGPU | —Unverified | 0 |
| BindsNET: A machine learning-oriented spiking neural networks library in Python | Jun 4, 2018 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| Fast Locality Sensitive Hashing for Beam Search on GPU | Jun 2, 2018 | GPUMachine Translation | —Unverified | 0 |
| TAPAS: Train-less Accuracy Predictor for Architecture Search | Jun 1, 2018 | GPUNeural Architecture Search | —Unverified | 0 |
| Scaling Neural Machine Translation | Jun 1, 2018 | GPUMachine Translation | CodeCode Available | 0 |
| Efficient Sequence Learning with Group Recurrent Networks | Jun 1, 2018 | GPULanguage Modeling | —Unverified | 0 |
| Polarimetric Dense Monocular SLAM | Jun 1, 2018 | GPU | —Unverified | 0 |
| Efficient Large-Scale Approximate Nearest Neighbor Search on OpenCL FPGA | Jun 1, 2018 | CPUGPU | —Unverified | 0 |
| Neural Style Transfer via Meta Networks | Jun 1, 2018 | GPUStyle Transfer | —Unverified | 0 |
| Spatially Localized Atlas Network Tiles Enables 3D Whole Brain Segmentation from Limited Data | Jun 1, 2018 | Brain SegmentationGPU | CodeCode Available | 0 |
| Conformation Clustering of Long MD Protein Dynamics with an Adversarial Autoencoder | May 31, 2018 | ClusteringGPU | —Unverified | 0 |
| Marian: Cost-effective High-Quality Neural Machine Translation in C++ | May 30, 2018 | CPUGPU | CodeCode Available | 0 |
| Deep Adversarial Context-Aware Landmark Detection for Ultrasound Imaging | May 28, 2018 | GPU | —Unverified | 0 |
| Discrete flow posteriors for variational inference in discrete dynamical systems | May 28, 2018 | GPUVariational Inference | —Unverified | 0 |
| f-CNN^x: A Toolflow for Mapping Multi-CNN Applications on FPGAs | May 25, 2018 | GPUScheduling | —Unverified | 0 |
| SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks | May 25, 2018 | DecoderGPU | —Unverified | 0 |
| Fast Neural Machine Translation Implementation | May 24, 2018 | GPUMachine Translation | —Unverified | 0 |