| An Efficient Semi-smooth Newton Augmented Lagrangian Method for Elastic Net | Jun 6, 2020 | CPUfeature selection | CodeCode Available | 0 |
| FBNetV3: Joint Architecture-Recipe Search using Predictor Pretraining | Jun 3, 2020 | CPUNeural Architecture Search | CodeCode Available | 0 |
| Hyperparameter Selection for Subsampling Bootstraps | Jun 2, 2020 | CPU | —Unverified | 0 |
| On scenario construction for stochastic shortest path problems in real road networks | Jun 1, 2020 | Computational EfficiencyCPU | —Unverified | 0 |
| Distilling Neural Networks for Greener and Faster Dependency Parsing | Jun 1, 2020 | CPUDependency Parsing | —Unverified | 0 |
| Real-Time Face and Landmark Localization for Eyeblink Detection | Jun 1, 2020 | CPUEyeblink detection | —Unverified | 0 |
| Fixed-Point Back-Propagation Training | Jun 1, 2020 | CPUimage-classification | —Unverified | 0 |
| A General-Purpose Dehazing Algorithm based on Local Contrast Enhancement Approaches | May 31, 2020 | CPUGPU | —Unverified | 0 |
| Visual Attention: Deep Rare Features | May 25, 2020 | CPU | CodeCode Available | 0 |
| Classification of Industrial Control Systems screenshots using Transfer Learning | May 20, 2020 | ClassificationCPU | —Unverified | 0 |
| Hardware-Accelerated SAR Simulation with NVIDIA-RTX Technology | May 19, 2020 | CPUGPU | —Unverified | 0 |
| Evaluating Performance of an Adult Pornography Classifier for Child Sexual Abuse Detection | May 18, 2020 | Abuse DetectionCPU | —Unverified | 0 |
| Attention-based Transducer for Online Speech Recognition | May 18, 2020 | CPUDecoder | —Unverified | 0 |
| High Precision Indoor Navigation for Autonomous Vehicles | May 14, 2020 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| High precision indoor positioning by means of LiDAR | May 14, 2020 | Autonomous DrivingCPU | —Unverified | 0 |
| Benchmark Tests of Convolutional Neural Network and Graph Convolutional Network on HorovodRunner Enabled Spark Clusters | May 12, 2020 | CPUGPU | CodeCode Available | 0 |
| Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations | May 12, 2020 | CPU | —Unverified | 0 |
| Accelerating Deep Neuroevolution on Distributed FPGAs for Reinforcement Learning Problems | May 10, 2020 | Atari GamesComputational Efficiency | —Unverified | 0 |
| Project and Forget: Solving Large-Scale Metric Constrained Problems | May 8, 2020 | ClusteringCPU | CodeCode Available | 0 |
| AutoScale: Optimizing Energy Efficiency of End-to-End Edge Inference under Stochastic Variance | May 6, 2020 | CPU | —Unverified | 0 |
| Catch Me If You Can: Using Power Analysis to Identify HPC Activity | May 6, 2020 | Cloud ComputingCPU | —Unverified | 0 |
| Collective Loss Function for Positive and Unlabeled Learning | May 6, 2020 | CPU | —Unverified | 0 |
| Using Machine Learning to Emulate Agent-Based Simulations | May 5, 2020 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| Minor Privacy Protection Through Real-time Video Processing at the Edge | May 3, 2020 | CPUFace Recognition | —Unverified | 0 |
| How to 0wn the NAS in Your Spare Time | May 1, 2020 | CPUMalware Detection | CodeCode Available | 0 |
| Once for All: Train One Network and Specialize it for Efficient Deployment | May 1, 2020 | AllCPU | —Unverified | 0 |
| MobileDets: Searching for Object Detection Architectures for Mobile Accelerators | Apr 30, 2020 | CPUGPU | CodeCode Available | 0 |
| Neuromorphic Nearest-Neighbor Search Using Intel's Pohoiki Springs | Apr 27, 2020 | CPU | —Unverified | 0 |
| Semantically-Oriented Mutation Operator in Cartesian Genetic Programming for Evolutionary Circuit Design | Apr 23, 2020 | CPU | —Unverified | 0 |
| Heterogeneous CPU+GPU Stochastic Gradient Descent Algorithms | Apr 19, 2020 | CPUDeep Learning | CodeCode Available | 0 |
| Non-Blocking Simultaneous Multithreading: Embracing the Resiliency of Deep Neural Networks | Apr 17, 2020 | BlockingCPU | —Unverified | 0 |
| MPLP++: Fast, Parallel Dual Block-Coordinate Ascent for Dense Graphical Models | Apr 16, 2020 | 6D Pose Estimation using RGBCPU | —Unverified | 0 |
| Spectral Learning on Matrices and Tensors | Apr 16, 2020 | CPUDimensionality Reduction | —Unverified | 0 |
| Resource Management for Blockchain-enabled Federated Learning: A Deep Reinforcement Learning Approach | Apr 8, 2020 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| Methods and Techniques for Dynamic Deployability of Software-Defined Security Services | Apr 4, 2020 | CPU | —Unverified | 0 |
| Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware | Apr 3, 2020 | BenchmarkingCPU | CodeCode Available | 0 |
| Leveraging User-Diversity in Energy-Efficient Edge-Facilitated Collaborative Fog Computing | Mar 31, 2020 | CPUDistributed Computing | —Unverified | 0 |
| SuperNet -- An efficient method of neural networks ensembling | Mar 29, 2020 | CPU | —Unverified | 0 |
| speckle-tracking: a Software Suite for Ptychographic X-ray Speckle Tracking | Mar 28, 2020 | CPUGPU | —Unverified | 0 |
| Training for Speech Recognition on Coprocessors | Mar 22, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Across-scale Process Similarity based Interpolation for Image Super-Resolution | Mar 20, 2020 | CPUImage Super-Resolution | —Unverified | 0 |
| ContainerStress: Autonomous Cloud-Node Scoping Framework for Big-Data ML Use Cases | Mar 18, 2020 | CPUGPU | —Unverified | 0 |
| Boosting Frank-Wolfe by Chasing Gradients | Mar 13, 2020 | CPU | CodeCode Available | 0 |
| Coronary Artery Segmentation from Intravascular Optical Coherence Tomography Using Deep Capsules | Mar 13, 2020 | Coronary Artery SegmentationCPU | —Unverified | 0 |
| FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning Techniques | Mar 13, 2020 | ClassificationCPU | CodeCode Available | 0 |
| Distributed Hierarchical GPU Parameter Server for Massive Scale Deep Learning Ads Systems | Mar 12, 2020 | CPUGPU | CodeCode Available | 0 |
| Training-Set Distillation for Real-Time UAV Object Tracking | Mar 11, 2020 | CPUObject | CodeCode Available | 0 |
| SDVTracker: Real-Time Multi-Sensor Association and Tracking for Self-Driving Vehicles | Mar 9, 2020 | Autonomous VehiclesComputational Efficiency | —Unverified | 0 |
| Cluster Pruning: An Efficient Filter Pruning Method for Edge AI Vision Applications | Mar 5, 2020 | CPUGPU | —Unverified | 0 |
| Optimizing Streaming Parallelism on Heterogeneous Many-Core Architectures: A Machine Learning Based Approach | Mar 5, 2020 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |