| SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks | Dec 1, 2017 | GPULanguage Modeling | —Unverified | 0 |
| Properties on n-dimensional convolution for image deconvolution | Nov 30, 2017 | DenoisingGPU | —Unverified | 0 |
| Crossmodal Attentive Skill Learner | Nov 28, 2017 | Atari GamesCPU | CodeCode Available | 0 |
| Real-Time Seamless Single Shot 6D Object Pose Prediction | Nov 24, 2017 | 6D Pose Estimation using RGBDrone Pose Estimation | CodeCode Available | 0 |
| 3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes | Nov 23, 2017 | GPULesion Detection | CodeCode Available | 0 |
| fpgaConvNet: A Toolflow for Mapping Diverse Convolutional Neural Networks on Embedded FPGAs | Nov 23, 2017 | GPU | —Unverified | 0 |
| Dynamic High Resolution Deformable Articulated Tracking | Nov 21, 2017 | GPUPose Estimation | —Unverified | 0 |
| Linear-Complexity Relaxed Word Mover's Distance with GPU Acceleration | Nov 20, 2017 | ClusteringGPU | —Unverified | 0 |
| High-Resolution Deep Convolutional Generative Adversarial Networks | Nov 17, 2017 | GPUImage Generation | CodeCode Available | 0 |
| Shape Inpainting using 3D Generative Adversarial Network and Recurrent Convolutional Networks | Nov 17, 2017 | DecoderGenerative Adversarial Network | CodeCode Available | 0 |
| Fast Predictive Simple Geodesic Regression | Nov 15, 2017 | GPUImage Registration | —Unverified | 0 |
| Simple And Efficient Architecture Search for Convolutional Neural Networks | Nov 13, 2017 | GPUNeural Architecture Search | CodeCode Available | 0 |
| Solving the Resource Constrained Project Scheduling Problem Using the Parallel Tabu Search Designed for the CUDA Platform | Nov 13, 2017 | CPUGPU | CodeCode Available | 0 |
| GPflowOpt: A Bayesian Optimization Library using TensorFlow | Nov 10, 2017 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 0 |
| Learning and Real-time Classification of Hand-written Digits With Spiking Neural Networks | Nov 9, 2017 | General ClassificationGPU | —Unverified | 0 |
| Performance Evaluation of Deep Learning Tools in Docker Containers | Nov 9, 2017 | CPUDeep Learning | —Unverified | 0 |
| Deep Neural Networks for Physics Analysis on low-level whole-detector data at the LHC | Nov 9, 2017 | CPUGPU | CodeCode Available | 0 |
| DLVM: A modern compiler infrastructure for deep learning systems | Nov 8, 2017 | Code GenerationDeep Learning | CodeCode Available | 0 |
| Multi-label Dataless Text Classification with Topic Modeling | Nov 5, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Spatial Pyramid Context-Aware Moving Object Detection and Tracking for Full Motion Video and Wide Aerial Motion Imagery | Nov 5, 2017 | 3D Face ReconstructionFace Reconstruction | —Unverified | 0 |
| End-to-End Deep Learning of Optimization Heuristics | Nov 2, 2017 | Deep LearningGPU | CodeCode Available | 0 |
| Automatic Differentiation in PyTorch | Oct 28, 2017 | ClusteringCPU | CodeCode Available | 0 |
| Fast and Scalable Distributed Deep Convolutional Autoencoder for fMRI Big Data Analytics | Oct 24, 2017 | blind source separationDictionary Learning | —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 |
| Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence Learning | Oct 20, 2017 | GPUSpeech Synthesis | CodeCode Available | 0 |
| Asynchronous Decentralized Parallel Stochastic Gradient Descent | Oct 18, 2017 | GPU | CodeCode Available | 0 |
| NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks | Oct 15, 2017 | GPU | CodeCode Available | 0 |
| Video Classification With CNNs: Using The Codec As A Spatio-Temporal Activity Sensor | Oct 14, 2017 | ClassificationCloud Computing | —Unverified | 0 |
| Synkhronos: a Multi-GPU Theano Extension for Data Parallelism | Oct 11, 2017 | GPU | CodeCode Available | 0 |
| DeepSolarEye: Power Loss Prediction and Weakly Supervised Soiling Localization via Fully Convolutional Networks for Solar Panels | Oct 10, 2017 | GPU | —Unverified | 0 |
| Distributed Kernel K-Means for Large Scale Clustering | Oct 9, 2017 | ClusteringComputational chemistry | —Unverified | 0 |
| ERFNet: Efficient Residual Factorized ConvNet for Real-time Semantic Segmentation | Oct 9, 2017 | GPUReal-Time Semantic Segmentation | CodeCode Available | 0 |
| Dense and Low-Rank Gaussian CRFs Using Deep Embeddings | Oct 1, 2017 | GPUHuman Part Segmentation | CodeCode Available | 0 |
| Scale-Adaptive Convolutions for Scene Parsing | Oct 1, 2017 | GPUregression | —Unverified | 0 |
| From Point Clouds to Mesh Using Regression | Oct 1, 2017 | 3D Reconstructionglobal-optimization | —Unverified | 0 |
| Unrolled Memory Inner-Products: An Abstract GPU Operator for Efficient Vision-Related Computations | Oct 1, 2017 | GPURolling Shutter Correction | —Unverified | 0 |
| Deep TextSpotter: An End-To-End Trainable Scene Text Localization and Recognition Framework | Oct 1, 2017 | GPUText Detection | —Unverified | 0 |
| Dense RGB-D semantic mapping with Pixel-Voxel neural network | Sep 30, 2017 | 3D ReconstructionGPU | —Unverified | 0 |
| EDEN: Evolutionary Deep Networks for Efficient Machine Learning | Sep 26, 2017 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes | Sep 21, 2017 | Automatic Liver And Tumor SegmentationGPU | CodeCode Available | 0 |
| Fast YOLO: A Fast You Only Look Once System for Real-time Embedded Object Detection in Video | Sep 18, 2017 | GPUObject | CodeCode Available | 0 |
| Deep Scattering: Rendering Atmospheric Clouds with Radiance-Predicting Neural Networks | Sep 15, 2017 | GPU | —Unverified | 0 |
| ImageNet Training in Minutes | Sep 14, 2017 | 16kGPU | CodeCode Available | 0 |
| Empower Sequence Labeling with Task-Aware Neural Language Model | Sep 13, 2017 | GPULanguage Modeling | CodeCode Available | 0 |
| An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image Segmentation | Sep 13, 2017 | GPUImage Segmentation | CodeCode Available | 0 |
| Meta Networks for Neural Style Transfer | Sep 13, 2017 | GPUStyle Transfer | CodeCode Available | 0 |
| Efficient Online Surface Correction for Real-time Large-Scale 3D Reconstruction | Sep 12, 2017 | 3D ReconstructionCPU | —Unverified | 0 |
| weedNet: Dense Semantic Weed Classification Using Multispectral Images and MAV for Smart Farming | Sep 11, 2017 | DecoderGeneral Classification | CodeCode Available | 0 |
| Learning Word Embeddings from the Portuguese Twitter Stream: A Study of some Practical Aspects | Sep 4, 2017 | GPULearning Word Embeddings | —Unverified | 0 |