| Real-Time End-to-End Action Detection with Two-Stream Networks | Feb 23, 2018 | Action DetectionAction Recognition | —Unverified | 0 |
| 3LC: Lightweight and Effective Traffic Compression for Distributed Machine Learning | Feb 21, 2018 | BIG-bench Machine LearningData Compression | —Unverified | 0 |
| Recurrent Binary Embedding for GPU-Enabled Exhaustive Retrieval from Billion-Scale Semantic Vectors | Feb 18, 2018 | GPUInformation Retrieval | —Unverified | 0 |
| HyP-DESPOT: A Hybrid Parallel Algorithm for Online Planning under Uncertainty | Feb 17, 2018 | Computational EfficiencyCPU | CodeCode Available | 0 |
| CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++ | Feb 17, 2018 | GPUMachine Translation | CodeCode Available | 0 |
| Horovod: fast and easy distributed deep learning in TensorFlow | Feb 15, 2018 | Deep LearningGPU | CodeCode Available | 0 |
| Field-Programmable Deep Neural Network (DNN) Learning and Inference accelerator: a concept | Feb 14, 2018 | CPUGPU | —Unverified | 0 |
| Integration of Absolute Orientation Measurements in the KinectFusion Reconstruction pipeline | Feb 12, 2018 | 3D ReconstructionGPU | —Unverified | 0 |
| TVM: An Automated End-to-End Optimizing Compiler for Deep Learning | Feb 12, 2018 | CPUDeep Learning | CodeCode Available | 0 |
| AMC: AutoML for Model Compression and Acceleration on Mobile Devices | Feb 10, 2018 | AutoMLGPU | CodeCode Available | 2 |
| Efficient Neural Architecture Search via Parameter Sharing | Feb 9, 2018 | GPULanguage Modelling | CodeCode Available | 1 |
| A Novel Co-design Peta-scale Heterogeneous Cluster for Deep Learning Training | Feb 7, 2018 | GPUScheduling | —Unverified | 0 |
| Musical Chair: Efficient Real-Time Recognition Using Collaborative IoT Devices | Feb 5, 2018 | Action RecognitionCPU | —Unverified | 0 |
| Deep Learning Framework for Multi-class Breast Cancer Histology Image Classification | Feb 3, 2018 | Breast Cancer Histology Image ClassificationGeneral Classification | —Unverified | 0 |
| Fusarium Damaged Kernels Detection Using Transfer Learning on Deep Neural Network Architecture | Jan 31, 2018 | GPUTransfer Learning | —Unverified | 0 |
| Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in Convolutional Networks | Jan 31, 2018 | GPU | CodeCode Available | 0 |
| Accelerating recurrent neural network language model based online speech recognition system | Jan 30, 2018 | CPUGPU | —Unverified | 0 |
| TernaryNet: Faster Deep Model Inference without GPUs for Medical 3D Segmentation using Sparse and Binary Convolutions | Jan 29, 2018 | 3D Medical Imaging SegmentationDiagnostic | CodeCode Available | 0 |
| Road Damage Detection Using Deep Neural Networks with Images Captured Through a Smartphone | Jan 29, 2018 | GPUobject-detection | CodeCode Available | 1 |
| Extend the shallow part of Single Shot MultiBox Detector via Convolutional Neural Network | Jan 18, 2018 | GPUobject-detection | —Unverified | 0 |
| SuperNeurons: Dynamic GPU Memory Management for Training Deep Neural Networks | Jan 13, 2018 | GPUManagement | —Unverified | 0 |
| Focus: Querying Large Video Datasets with Low Latency and Low Cost | Jan 10, 2018 | GPU | —Unverified | 0 |
| Deep In-GPU Experience Replay | Jan 9, 2018 | CPUGPU | —Unverified | 0 |
| ReMotENet: Efficient Relevant Motion Event Detection for Large-scale Home Surveillance Videos | Jan 6, 2018 | CPUEvent Detection | —Unverified | 0 |
| SOS: Stereo Matching in O(1) with Slanted Support Windows | Jan 1, 2018 | GPUStereo Depth Estimation | CodeCode Available | 1 |