| Application Inference using Machine Learning based Side Channel Analysis | Jul 9, 2019 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| Depth from Small Motion using Rank-1 Initialization | Jul 9, 2019 | CPUGPU | —Unverified | 0 |
| Etalumis: Bringing Probabilistic Programming to Scientific Simulators at Scale | Jul 8, 2019 | Bayesian InferenceCPU | CodeCode Available | 0 |
| Neural Drum Machine : An Interactive System for Real-time Synthesis of Drum Sounds | Jul 4, 2019 | CPU | —Unverified | 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 |
| Optimizing CNN-based Hyperspectral ImageClassification on FPGAs | Jun 27, 2019 | ClassificationCPU | CodeCode Available | 0 |
| One Size Does Not Fit All: Quantifying and Exposing the Accuracy-Latency Trade-off in Machine Learning Cloud Service APIs via Tolerance Tiers | Jun 26, 2019 | AllAutomatic Speech Recognition | —Unverified | 0 |
| Road-network-based Rapid Geolocalization | Jun 25, 2019 | CPUPoint Cloud Registration | —Unverified | 0 |
| TS-CHIEF: A Scalable and Accurate Forest Algorithm for Time Series Classification | Jun 25, 2019 | AttributeCPU | CodeCode Available | 0 |
| Unleashing the Unused Potential of I-Vectors Enabled by GPU Acceleration | Jun 20, 2019 | CPUGPU | —Unverified | 0 |
| Improving Branch Prediction By Modeling Global History with Convolutional Neural Networks | Jun 20, 2019 | CPUPrediction | —Unverified | 0 |
| ViP: Virtual Pooling for Accelerating CNN-based Image Classification and Object Detection | Jun 19, 2019 | CPUGeneral Classification | CodeCode Available | 0 |
| A Static Analysis-based Cross-Architecture Performance Prediction Using Machine Learning | Jun 18, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Learning Execution through Neural Code Fusion | Jun 17, 2019 | CPUTransfer Learning | —Unverified | 0 |
| Homogeneous Network Embedding for Massive Graphs via Reweighted Personalized PageRank | Jun 17, 2019 | CPUGraph Reconstruction | —Unverified | 0 |
| High-Performance Deep Learning via a Single Building Block | Jun 15, 2019 | CPUDeep Learning | CodeCode Available | 1 |
| Universal Barcode Detector via Semantic Segmentation | Jun 14, 2019 | CPUSegmentation | —Unverified | 0 |
| VolMap: A Real-time Model for Semantic Segmentation of a LiDAR surrounding view | Jun 12, 2019 | 3D Object DetectionAutonomous Vehicles | —Unverified | 0 |
| Neural Graph Evolution: Towards Efficient Automatic Robot Design | Jun 12, 2019 | CPU | CodeCode Available | 0 |
| Eye Contact Correction using Deep Neural Networks | Jun 12, 2019 | CPU | —Unverified | 0 |
| TensorNetwork for Machine Learning | Jun 7, 2019 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| Robust Gaussian Process Regression for Real-Time High Precision GPS Signal Enhancement | Jun 3, 2019 | CPUregression | —Unverified | 0 |
| Efficient 8-Bit Quantization of Transformer Neural Machine Language Translation Model | Jun 3, 2019 | CPUQuantization | —Unverified | 0 |
| Enabling Real-time Neural IME with Incremental Vocabulary Selection | Jun 1, 2019 | CPULanguage Modeling | —Unverified | 0 |
| Comparing Energy Efficiency of CPU, GPU and FPGA Implementations for Vision Kernels | May 31, 2019 | CPUGPU | CodeCode Available | 0 |
| CompactNet: Platform-Aware Automatic Optimization for Convolutional Neural Networks | May 28, 2019 | CPUimage-classification | CodeCode Available | 0 |
| Fast Data-Driven Simulation of Cherenkov Detectors Using Generative Adversarial Networks | May 28, 2019 | CPU | —Unverified | 0 |
| Accelerating DNN Training in Wireless Federated Edge Learning Systems | May 23, 2019 | CPUGPU | —Unverified | 0 |
| Lightweight Network Architecture for Real-Time Action Recognition | May 21, 2019 | Action RecognitionCPU | CodeCode Available | 1 |
| Ingesting High-Velocity Streaming Graphs from Social Media Sources | May 20, 2019 | CPUVocal Bursts Intensity Prediction | —Unverified | 0 |
| Dynamic Vision Sensor integration on FPGA-based CNN accelerators for high-speed visual classification | May 17, 2019 | CPUGeneral Classification | —Unverified | 0 |
| TERMINATOR: Better Automated UI Test Case Prioritization | May 16, 2019 | CPU | CodeCode Available | 0 |
| Environmental Sound Classification on Microcontrollers using Convolutional Neural Networks | May 15, 2019 | ClassificationCPU | CodeCode Available | 0 |
| Optimizing the Linear Fascicle Evaluation Algorithm for Multi-Core and Many-Core Systems | May 14, 2019 | CPUGPU | —Unverified | 0 |
| Resource-aware Elastic Swap Random Forest for Evolving Data Streams | May 14, 2019 | Continual LearningCPU | CodeCode Available | 0 |
| Densifying Assumed-sparse Tensors: Improving Memory Efficiency and MPI Collective Performance during Tensor Accumulation for Parallelized Training of Neural Machine Translation Models | May 10, 2019 | CPUMachine Translation | —Unverified | 0 |
| General Method for Prime-point Cyclic Convolution over the Real Field | May 9, 2019 | CPU | —Unverified | 0 |
| Model Compression with Generative Adversarial Networks | May 1, 2019 | CPUDiversity | —Unverified | 0 |
| Neural Graph Evolution: Automatic Robot Design | May 1, 2019 | CPU | —Unverified | 0 |
| AdaNet: A Scalable and Flexible Framework for Automatically Learning Ensembles | Apr 30, 2019 | CPUGPU | CodeCode Available | 0 |
| HIGAN: Cosmic Neutral Hydrogen with Generative Adversarial Networks | Apr 29, 2019 | ClusteringCPU | CodeCode Available | 0 |
| VITAMIN-E: VIsual Tracking And MappINg with Extremely Dense Feature Points | Apr 23, 2019 | 3D geometryComputational Efficiency | CodeCode Available | 0 |
| Deep Learning Based Automatic Video Annotation Tool for Self-Driving Car | Apr 19, 2019 | CPUGeneral Classification | —Unverified | 0 |
| Exquisitor: Interactive Learning at Large | Apr 18, 2019 | CPURetrieval | —Unverified | 0 |
| Defensive Quantization: When Efficiency Meets Robustness | Apr 17, 2019 | Adversarial AttackCPU | —Unverified | 0 |
| Ultrafast Video Attention Prediction with Coupled Knowledge Distillation | Apr 9, 2019 | CPUGPU | —Unverified | 0 |
| Accelerated Neural Networks on OpenCL Devices Using SYCL-DNN | Apr 8, 2019 | CPUGPU | —Unverified | 0 |
| Fully Learnable Group Convolution for Acceleration of Deep Neural Networks | Mar 31, 2019 | CPU | —Unverified | 0 |
| Speed Invariant Time Surface for Learning to Detect Corner Points with Event-Based Cameras | Mar 27, 2019 | CPU | —Unverified | 0 |