| Efficient Video Semantic Segmentation with Labels Propagation and Refinement | Dec 26, 2019 | CPUGPU | —Unverified | 0 |
| Deep Learning-based Hybrid Graph-Coloring Algorithm for Register Allocation | Dec 8, 2019 | CPUDeep Learning | —Unverified | 0 |
| Privacy-Preserving Inference in Machine Learning Services Using Trusted Execution Environments | Dec 7, 2019 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| Smart Cloud: Scalable Cloud Robotic Architecture for Web-powered Multi-Robot Applications | Dec 6, 2019 | BIG-bench Machine LearningCloud Computing | —Unverified | 0 |
| Neural Tangents: Fast and Easy Infinite Neural Networks in Python | Dec 5, 2019 | Bayesian InferenceCPU | CodeCode Available | 0 |
| Perseus: Characterizing Performance and Cost of Multi-Tenant Serving for CNN Models | Dec 5, 2019 | CPU | CodeCode Available | 0 |
| Fast Projective Image Rectification for Planar Objects with Manhattan Structure | Dec 4, 2019 | CPUObject | —Unverified | 0 |
| Predicting Lake Erie Wave Heights using XGBoost | Dec 4, 2019 | CPU | —Unverified | 0 |
| ATIS + SpiNNaker: a Fully Event-based Visual Tracking Demonstration | Dec 3, 2019 | CPUVisual Tracking | —Unverified | 0 |
| GGNN: Graph-based GPU Nearest Neighbor Search | Dec 2, 2019 | CPUGPU | CodeCode Available | 0 |
| Latent Replay for Real-Time Continual Learning | Dec 2, 2019 | Continual LearningCPU | CodeCode Available | 1 |
| An Iterative Interference Cancellation Algorithm for Large Intelligent Surfaces | Nov 25, 2019 | CPU | —Unverified | 0 |
| Simple and Lightweight Human Pose Estimation | Nov 23, 2019 | CPUGPU | CodeCode Available | 0 |
| An introductory guide to aligning networks using SANA, the Simulated Annealing Network Aligner | Nov 22, 2019 | CPU | CodeCode Available | 1 |
| Real-Time 3D Model Tracking in Color and Depth on a Single CPU Core | Nov 22, 2019 | CPU | —Unverified | 0 |
| SparseTrain:Leveraging Dynamic Sparsity in Training DNNs on General-Purpose SIMD Processors | Nov 22, 2019 | CPU | —Unverified | 0 |
| S-RASTER: Contraction Clustering for Evolving Data Streams | Nov 21, 2019 | ClusteringCPU | CodeCode Available | 0 |
| RefineDetLite: A Lightweight One-stage Object Detection Framework for CPU-only Devices | Nov 20, 2019 | CPUHead Detection | CodeCode Available | 0 |
| FeCaffe: FPGA-enabled Caffe with OpenCL for Deep Learning Training and Inference on Intel Stratix 10 | Nov 18, 2019 | CPUDeep Learning | —Unverified | 0 |
| Efficient Hardware Implementation of Incremental Learning and Inference on Chip | Nov 18, 2019 | CPUIncremental Learning | —Unverified | 0 |
| DLBricks: Composable Benchmark Generation to Reduce Deep Learning Benchmarking Effort on CPUs (Extended) | Nov 18, 2019 | BenchmarkingCPU | —Unverified | 0 |
| SySCD: A System-Aware Parallel Coordinate Descent Algorithm | Nov 18, 2019 | CPU | —Unverified | 0 |
| Solving machine learning optimization problems using quantum computers | Nov 17, 2019 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Scientific Image Restoration Anywhere | Nov 12, 2019 | CPUDenoising | CodeCode Available | 1 |
| OpenArray v1.0: a simple operator library for the decoupling of ocean modeling and parallel computing | Nov 11, 2019 | CPU | —Unverified | 0 |
| A Computing Kernel for Network Binarization on PyTorch | Nov 11, 2019 | BinarizationCPU | CodeCode Available | 0 |
| CenterFace: Joint Face Detection and Alignment Using Face as Point | Nov 9, 2019 | CPUFace Detection | CodeCode Available | 0 |
| Fast Optical System Identification by Numerical Interferometry | Nov 4, 2019 | CPUGPU | CodeCode Available | 0 |
| From Research to Production and Back: Ludicrously Fast Neural Machine Translation | Nov 1, 2019 | C++ codeCPU | —Unverified | 0 |
| ALERT: Accurate Learning for Energy and Timeliness | Oct 31, 2019 | CPUGPU | —Unverified | 0 |
| Scaling structural learning with NO-BEARS to infer causal transcriptome networks | Oct 31, 2019 | CPUGPU | CodeCode Available | 0 |
| On the effects of pseudorandom and quantum-random number generators in soft computing | Oct 28, 2019 | ClassificationCPU | CodeCode Available | 0 |
| Fast Hardware-Aware Neural Architecture Search | Oct 25, 2019 | CPUDiversity | —Unverified | 0 |
| Real-time Memory Efficient Large-pose Face Alignment via Deep Evolutionary Network | Oct 25, 2019 | CPUFace Alignment | —Unverified | 0 |
| Reconstruction of Undersampled 3D Non-Cartesian Image-Based Navigators for Coronary MRA Using an Unrolled Deep Learning Model | Oct 24, 2019 | CPUGPU | —Unverified | 0 |
| Deep learning guided Android malware and anomaly detection | Oct 23, 2019 | Anomaly DetectionCPU | —Unverified | 0 |
| GPU-Accelerated Viterbi Exact Lattice Decoder for Batched Online and Offline Speech Recognition | Oct 22, 2019 | CPUDecoder | CodeCode Available | 1 |
| SneakySnake: A Fast and Accurate Universal Genome Pre-Alignment Filter for CPUs, GPUs, and FPGAs | Oct 20, 2019 | CPUGPU | CodeCode Available | 0 |
| From Dark Matter to Galaxies with Convolutional Neural Networks | Oct 17, 2019 | CPU | CodeCode Available | 0 |
| Hyper: Distributed Cloud Processing for Large-Scale Deep Learning Tasks | Oct 16, 2019 | CPUDeep Learning | —Unverified | 0 |
| Tiny Video Networks | Oct 15, 2019 | CPUGPU | CodeCode Available | 0 |
| Breadth-first, Depth-next Training of Random Forests | Oct 15, 2019 | CPU | —Unverified | 0 |
| Parallelized Training of Restricted Boltzmann Machines using Markov-Chain Monte Carlo Methods | Oct 14, 2019 | Collaborative FilteringCPU | —Unverified | 0 |
| A High-Throughput Solver for Marginalized Graph Kernels on GPU | Oct 14, 2019 | CPUGPU | —Unverified | 0 |
| Neural Program Synthesis By Self-Learning | Oct 13, 2019 | CPUProgram Synthesis | —Unverified | 0 |
| Modelling Resistive and Phase Change Memory with Passive Selector Arrays -- A Matlab Tool | Oct 13, 2019 | CPU | CodeCode Available | 0 |
| EDEN: Enabling Energy-Efficient, High-Performance Deep Neural Network Inference Using Approximate DRAM | Oct 12, 2019 | CPUGPU | —Unverified | 0 |
| On the Effects of Pseudo and Quantum Random Number Generators in Soft Computing | Oct 10, 2019 | ClassificationCPU | —Unverified | 0 |
| MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis | Oct 8, 2019 | CPUGPU | CodeCode Available | 1 |
| xYOLO: A Model For Real-Time Object Detection In Humanoid Soccer On Low-End Hardware | Oct 8, 2019 | CPUEdge-computing | —Unverified | 0 |