| Distributed Bayesian Piecewise Sparse Linear Models | Nov 7, 2017 | CPUModel Selection | —Unverified | 0 |
| Neural Speed Reading via Skim-RNN | Nov 6, 2017 | CPU | CodeCode Available | 0 |
| PupilNet v2.0: Convolutional Neural Networks for CPU based real time Robust Pupil Detection | Oct 30, 2017 | CPUPupil Detection | —Unverified | 0 |
| Automatic Differentiation in PyTorch | Oct 28, 2017 | ClusteringCPU | CodeCode Available | 0 |
| The implementation of a Deep Recurrent Neural Network Language Model on a Xilinx FPGA | Oct 26, 2017 | CPULanguage Modeling | CodeCode Available | 0 |
| End-to-End Optimized Speech Coding with Deep Neural Networks | Oct 25, 2017 | CPUFeature Engineering | —Unverified | 0 |
| Auto-Differentiating Linear Algebra | Oct 24, 2017 | Active LearningBayesian Optimization | —Unverified | 0 |
| Accelerating GMM-based patch priors for image restoration: Three ingredients for a 100 speed-up | Oct 23, 2017 | CPUDeblurring | —Unverified | 0 |
| Iteratively reweighted _1 algorithms with extrapolation | Oct 22, 2017 | CPU | —Unverified | 0 |
| Superposed Episodic and Semantic Memory via Sparse Distributed Representation | Oct 21, 2017 | CPU | —Unverified | 0 |
| Video Classification With CNNs: Using The Codec As A Spatio-Temporal Activity Sensor | Oct 14, 2017 | ClassificationCloud Computing | —Unverified | 0 |
| FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising | Oct 11, 2017 | Color Image DenoisingCPU | CodeCode Available | 0 |
| Distributed Kernel K-Means for Large Scale Clustering | Oct 9, 2017 | ClusteringComputational chemistry | —Unverified | 0 |
| FLaME: Fast Lightweight Mesh Estimation Using Variational Smoothing on Delaunay Graphs | Oct 1, 2017 | CPUDepth Estimation | —Unverified | 0 |
| Monocular Free-Head 3D Gaze Tracking With Deep Learning and Geometry Constraints | Oct 1, 2017 | CPUFace Alignment | —Unverified | 0 |
| Skin Lesion Segmentation: U-Nets versus Clustering | Sep 27, 2017 | ClusteringCPU | —Unverified | 0 |
| Efficient Online Surface Correction for Real-time Large-Scale 3D Reconstruction | Sep 12, 2017 | 3D ReconstructionCPU | —Unverified | 0 |
| Applying ACO To Large Scale TSP Instances | Sep 10, 2017 | CPU | —Unverified | 0 |
| Locating 3D Object Proposals: A Depth-Based Online Approach | Sep 8, 2017 | Computational EfficiencyCPU | —Unverified | 0 |
| 6D Object Pose Estimation with Depth Images: A Seamless Approach for Robotic Interaction and Augmented Reality | Sep 5, 2017 | 6D Pose Estimation using RGBCPU | —Unverified | 0 |
| Performance Analysis of Open Source Machine Learning Frameworks for Various Parameters in Single-Threaded and Multi-Threaded Modes | Aug 29, 2017 | BIG-bench Machine LearningCPU | CodeCode Available | 3 |
| FaceBoxes: A CPU Real-time Face Detector with High Accuracy | Aug 17, 2017 | CPUFace Detection | CodeCode Available | 0 |
| DeepRebirth: Accelerating Deep Neural Network Execution on Mobile Devices | Aug 16, 2017 | CPUModel Compression | —Unverified | 0 |
| Learning Policies for Adaptive Tracking with Deep Feature Cascades | Aug 9, 2017 | CPUDecision Making | —Unverified | 0 |
| Toward Geometric Deep SLAM | Jul 24, 2017 | CPUPoint Tracking | —Unverified | 0 |
| Adversarial Generation of Training Examples: Applications to Moving Vehicle License Plate Recognition | Jul 11, 2017 | CPUImage Generation | —Unverified | 0 |
| Integration of LiDAR and Hyperspectral Data for Land-cover Classification: A Case Study | Jul 9, 2017 | AttributeCPU | —Unverified | 0 |
| An HTM based cortical algorithm for detection of seismic waves | Jul 6, 2017 | CPU | —Unverified | 0 |
| Fast Multi-frame Stereo Scene Flow with Motion Segmentation | Jul 5, 2017 | CPUMotion Segmentation | —Unverified | 0 |
| Towards lightweight convolutional neural networks for object detection | Jul 5, 2017 | CPUObject | —Unverified | 0 |
| GPU-acceleration for Large-scale Tree Boosting | Jun 26, 2017 | CPUGPU | CodeCode Available | 0 |
| GPGPU Acceleration of the KAZE Image Feature Extraction Algorithm | Jun 21, 2017 | CPUGPU | —Unverified | 0 |
| Analog CMOS-based Resistive Processing Unit for Deep Neural Network Training | Jun 20, 2017 | CPUGPU | —Unverified | 0 |
| Symplectomorphic registration with phase space regularization by entropy spectrum pathways | Jun 15, 2017 | CPU | —Unverified | 0 |
| Cascade Ranking for Operational E-commerce Search | Jun 7, 2017 | CPU | —Unverified | 0 |
| Comparative Analysis of Open Source Frameworks for Machine Learning with Use Case in Single-Threaded and Multi-Threaded Modes | Jun 7, 2017 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Online Adaptive Machine Learning Based Algorithm for Implied Volatility Surface Modeling | Jun 6, 2017 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Graph-Cut RANSAC | Jun 3, 2017 | CPU | CodeCode Available | 1 |
| BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet | May 27, 2017 | CPUGPU | CodeCode Available | 0 |
| Design and Implementation of Modified Fuzzy based CPU Scheduling Algorithm | May 26, 2017 | CPUScheduling | —Unverified | 0 |
| Dynamics Based 3D Skeletal Hand Tracking | May 22, 2017 | 3D Object TrackingCPU | CodeCode Available | 0 |
| Atari games and Intel processors | May 19, 2017 | Atari GamesBIG-bench Machine Learning | —Unverified | 0 |
| Espresso: Efficient Forward Propagation for BCNNs | May 19, 2017 | CPUGPU | CodeCode Available | 0 |
| CardiacNET: Segmentation of Left Atrium and Proximal Pulmonary Veins from MRI Using Multi-View CNN | May 17, 2017 | Cardiac SegmentationCPU | —Unverified | 0 |
| A Deep Learning Based 6 Degree-of-Freedom Localization Method for Endoscopic Capsule Robots | May 15, 2017 | CPUTranslation | —Unverified | 0 |
| Convolutional Sequence to Sequence Learning | May 8, 2017 | Bangla Spelling Error CorrectionCPU | CodeCode Available | 1 |
| A Design Methodology for Efficient Implementation of Deconvolutional Neural Networks on an FPGA | May 7, 2017 | CPUDenoising | CodeCode Available | 0 |
| Max-Pooling Loss Training of Long Short-Term Memory Networks for Small-Footprint Keyword Spotting | May 5, 2017 | CPUKeyword Spotting | —Unverified | 0 |
| Sharp Models on Dull Hardware: Fast and Accurate Neural Machine Translation Decoding on the CPU | May 4, 2017 | CPUDecoder | CodeCode Available | 0 |
| Compressing DMA Engine: Leveraging Activation Sparsity for Training Deep Neural Networks | May 3, 2017 | CPUGPU | —Unverified | 0 |