| Learning Guided Convolutional Network for Depth Completion | Aug 3, 2019 | Autonomous DrivingDepth Completion | CodeCode Available | 0 |
| Visual Place Recognition for Aerial Robotics: Exploring Accuracy-Computation Trade-off for Local Image Descriptors | Aug 1, 2019 | GPUVisual Place Recognition | —Unverified | 0 |
| Optimizing Multi-GPU Parallelization Strategies for Deep Learning Training | Jul 30, 2019 | Deep LearningGPU | —Unverified | 0 |
| Incremental Bounded Model Checking of Artificial Neural Networks in CUDA | Jul 30, 2019 | GPU | CodeCode Available | 0 |
| Real-time Visual Object Tracking with Natural Language Description | Jul 26, 2019 | GPUObject | —Unverified | 0 |
| Benchmarking TPU, GPU, and CPU Platforms for Deep Learning | Jul 24, 2019 | BenchmarkingCPU | CodeCode Available | 0 |
| Make Skeleton-based Action Recognition Model Smaller, Faster and Better | Jul 23, 2019 | Action RecognitionCPU | CodeCode Available | 1 |
| Deep Learning for Energy Estimation and Particle Identification in Gamma-ray Astronomy | Jul 23, 2019 | AstronomyGPU | —Unverified | 0 |
| Switchable Normalization for Learning-to-Normalize Deep Representation | Jul 22, 2019 | GPU | —Unverified | 0 |
| deepCR: Cosmic Ray Rejection with Deep Learning | Jul 22, 2019 | BenchmarkingCPU | CodeCode Available | 0 |
| Efficient Novelty-Driven Neural Architecture Search | Jul 22, 2019 | GPUNeural Architecture Search | —Unverified | 0 |
| Accelerating Reinforcement Learning through GPU Atari Emulation | Jul 19, 2019 | Atari GamesCPU | CodeCode Available | 0 |
| A feasibility study of deep neural networks for the recognition of banknotes regarding central bank requirements | Jul 18, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| XferNAS: Transfer Neural Architecture Search | Jul 18, 2019 | GPUNeural Architecture Search | —Unverified | 0 |
| Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors | Jul 18, 2019 | DiagnosticGPU | —Unverified | 0 |
| Block based Singular Value Decomposition approach to matrix factorization for recommender systems | Jul 17, 2019 | GPURecommendation Systems | —Unverified | 0 |
| Separable Convolutional LSTMs for Faster Video Segmentation | Jul 16, 2019 | GPUImage Segmentation | CodeCode Available | 1 |
| Semi-supervised Breast Lesion Detection in Ultrasound Video Based on Temporal Coherence | Jul 16, 2019 | GPULesion Detection | —Unverified | 0 |
| Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks | Jul 15, 2019 | GPUObject | CodeCode Available | 1 |
| PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search | Jul 12, 2019 | GPUNeural Architecture Search | CodeCode Available | 0 |
| GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition | Jul 12, 2019 | Computational EfficiencyGPU | CodeCode Available | 0 |
| Profiling based Out-of-core Hybrid Method for Large Neural Networks | Jul 11, 2019 | GPU | —Unverified | 0 |
| BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs | Jul 11, 2019 | Face DetectionGPU | CodeCode Available | 0 |
| Robust GPU-based Virtual Reality Simulation of Radio Frequency Ablations for Various Needle Geometries and Locations | Jul 11, 2019 | GPU | —Unverified | 0 |
| A Highly Efficient Distributed Deep Learning System For Automatic Speech Recognition | Jul 10, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Depth from Small Motion using Rank-1 Initialization | Jul 9, 2019 | CPUGPU | —Unverified | 0 |
| Fast Visual Object Tracking with Rotated Bounding Boxes | Jul 8, 2019 | GPUObject | CodeCode Available | 0 |
| Point-Voxel CNN for Efficient 3D Deep Learning | Jul 8, 2019 | 3D Object Detection3D Semantic Segmentation | CodeCode Available | 0 |
| EPNAS: Efficient Progressive Neural Architecture Search | Jul 7, 2019 | GPUNeural Architecture Search | —Unverified | 0 |
| Fast ES-RNN: A GPU Implementation of the ES-RNN Algorithm | Jul 7, 2019 | GPUTime Series | CodeCode Available | 0 |
| A 3D Convolutional Approach to Spectral Object Segmentation in Space and Time | Jul 5, 2019 | ClusteringGPU | CodeCode Available | 0 |
| On-Device Neural Net Inference with Mobile GPUs | Jul 3, 2019 | CPUGPU | —Unverified | 0 |
| Don't take it lightly: Phasing optical random projections with unknown operators | Jul 3, 2019 | CPUGPU | CodeCode Available | 0 |
| High-speed Railway Fastener Detection and Localization Method based on convolutional neural network | Jul 2, 2019 | GPU | —Unverified | 0 |
| Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images | Jul 2, 2019 | GPUTranslation | CodeCode Available | 1 |
| NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit | Jul 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Accelerating Sparse Matrix Operations in Neural Networks on Graphics Processing Units | Jul 1, 2019 | GPU | —Unverified | 0 |
| A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning | Jul 1, 2019 | Automatic Post-EditingDecoder | CodeCode Available | 1 |
| Permutohedral Attention Module for Efficient Non-Local Neural Networks | Jul 1, 2019 | GPUSegmentation | CodeCode Available | 0 |
| SLSNet: Skin lesion segmentation using a lightweight generative adversarial network | Jul 1, 2019 | Generative Adversarial NetworkGPU | —Unverified | 0 |
| Comparison of Lattice-Free and Lattice-Based Sequence Discriminative Training Criteria for LVCSR | Jul 1, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization | Jul 1, 2019 | AutoMLGPU | CodeCode Available | 0 |
| Efficient Regularized Piecewise-Linear Regression Trees | Jun 29, 2019 | GPUregression | —Unverified | 0 |
| HEMELB Acceleration and Visualization for Cerebral Aneurysms | Jun 27, 2019 | GPU | CodeCode Available | 0 |
| Optimizing CNN-based Hyperspectral ImageClassification on FPGAs | Jun 27, 2019 | ClassificationCPU | CodeCode Available | 0 |
| SkyNet: A Champion Model for DAC-SDC on Low Power Object Detection | Jun 25, 2019 | GPUobject-detection | CodeCode Available | 0 |
| ALTIS: Modernizing GPGPU Benchmarking | Jun 25, 2019 | BenchmarkingGPU | CodeCode Available | 0 |
| ESNet: An Efficient Symmetric Network for Real-time Semantic Segmentation | Jun 24, 2019 | GPUReal-Time Semantic Segmentation | —Unverified | 0 |
| Posterior-Guided Neural Architecture Search | Jun 23, 2019 | GPUimage-classification | CodeCode Available | 0 |
| Triton: An Intermediate Language and Compiler for Tiled Neural Network Computations | Jun 22, 2019 | GPU | CodeCode Available | 0 |