| Low-resolution Face Recognition in the Wild via Selective Knowledge Distillation | Nov 25, 2018 | CPUFace Model | —Unverified | 0 |
| Stability Based Filter Pruning for Accelerating Deep CNNs | Nov 20, 2018 | GPUModel Compression | —Unverified | 0 |
| Transfer Learning Using Classification Layer Features of CNN | Nov 19, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| M2U-Net: Effective and Efficient Retinal Vessel Segmentation for Resource-Constrained Environments | Nov 19, 2018 | DecoderGPU | —Unverified | 0 |
| IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet | Nov 19, 2018 | GPUMedical Image Segmentation | CodeCode Available | 0 |
| Stacking-Based Deep Neural Network: Deep Analytic Network for Pattern Classification | Nov 17, 2018 | CPUData Augmentation | CodeCode Available | 0 |
| YOLO-LITE: A Real-Time Object Detection Algorithm Optimized for Non-GPU Computers | Nov 14, 2018 | GPUObject | CodeCode Available | 0 |
| Exploring RNN-Transducer for Chinese Speech Recognition | Nov 13, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Massively Distributed SGD: ImageNet/ResNet-50 Training in a Flash | Nov 13, 2018 | GPU | —Unverified | 0 |
| Vectorization of hypotheses and speech for faster beam search in encoder decoder-based speech recognition | Nov 12, 2018 | DecoderGPU | —Unverified | 0 |
| AttS2S-VC: Sequence-to-Sequence Voice Conversion with Attention and Context Preservation Mechanisms | Nov 9, 2018 | GPUImage Captioning | —Unverified | 0 |
| Pipe-SGD: A Decentralized Pipelined SGD Framework for Distributed Deep Net Training | Nov 8, 2018 | GPU | —Unverified | 0 |
| Image Smoothing via Unsupervised Learning | Nov 7, 2018 | GPUImage Manipulation | CodeCode Available | 0 |
| FLOPs as a Direct Optimization Objective for Learning Sparse Neural Networks | Nov 7, 2018 | GPUimage-classification | —Unverified | 0 |
| Simple, Distributed, and Accelerated Probabilistic Programming | Nov 5, 2018 | GPUProbabilistic Programming | —Unverified | 0 |
| SPNet: Deep 3D Object Classification and Retrieval using Stereographic Projection | Nov 5, 2018 | 3D Object ClassificationClassification | —Unverified | 0 |
| Balanced Sparsity for Efficient DNN Inference on GPU | Nov 1, 2018 | GPU | —Unverified | 0 |
| WaveGlow: A Flow-based Generative Network for Speech Synthesis | Oct 31, 2018 | Audio SynthesisGPU | CodeCode Available | 0 |
| Efficient Tree Solver for Hines Matrices on the GPU | Oct 30, 2018 | GPU | —Unverified | 0 |
| A Comparative Measurement Study of Deep Learning as a Service Framework | Oct 29, 2018 | CPUGPU | CodeCode Available | 0 |
| A Hitchhiker's Guide On Distributed Training of Deep Neural Networks | Oct 28, 2018 | Deep LearningGPU | —Unverified | 0 |
| Batch Normalization Sampling | Oct 25, 2018 | Computational EfficiencyGPU | —Unverified | 0 |
| Language Modeling at Scale | Oct 23, 2018 | GPULanguage Modeling | —Unverified | 0 |
| Learning-based Application-Agnostic 3D NoC Design for Heterogeneous Manycore Systems | Oct 20, 2018 | CPUGPU | CodeCode Available | 0 |
| Compact Neural Network Solutions to Laplace's Equation in a Nanofluidic Device | Oct 20, 2018 | GPU | —Unverified | 0 |