| DSNet: An Efficient CNN for Road Scene Segmentation | Apr 10, 2019 | Autonomous DrivingGPU | —Unverified | 0 |
| Spatiotemporal Knowledge Distillation for Efficient Estimation of Aerial Video Saliency | Apr 10, 2019 | GPUKnowledge Distillation | —Unverified | 0 |
| FPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the Edge | Apr 9, 2019 | C++ codeGPU | CodeCode Available | 0 |
| Ultrafast Video Attention Prediction with Coupled Knowledge Distillation | Apr 9, 2019 | CPUGPU | —Unverified | 0 |
| SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking | Apr 9, 2019 | GPUObject Tracking | —Unverified | 0 |
| Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems | Apr 8, 2019 | GPURecommendation Systems | —Unverified | 0 |
| Accelerated Neural Networks on OpenCL Devices Using SYCL-DNN | Apr 8, 2019 | CPUGPU | —Unverified | 0 |
| ASAP: Architecture Search, Anneal and Prune | Apr 8, 2019 | GPUNeural Architecture Search | —Unverified | 0 |
| Parallelizable Stack Long Short-Term Memory | Apr 6, 2019 | GPUMachine Translation | CodeCode Available | 0 |
| Scalable Planning with Deep Neural Network Learned Transition Models | Apr 5, 2019 | GPU | —Unverified | 0 |
| Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours | Apr 5, 2019 | General ClassificationGPU | CodeCode Available | 0 |
| Resource Efficient 3D Convolutional Neural Networks | Apr 4, 2019 | Action RecognitionAction Recognition In Videos | CodeCode Available | 0 |
| YOLACT: Real-time Instance Segmentation | Apr 4, 2019 | GPUInstance Segmentation | CodeCode Available | 1 |
| Architecture Search of Dynamic Cells for Semantic Video Segmentation | Apr 4, 2019 | GPUNeural Architecture Search | —Unverified | 0 |
| Habitat: A Platform for Embodied AI Research | Apr 2, 2019 | BenchmarkingGPU | CodeCode Available | 2 |
| DeLTA: GPU Performance Model for Deep Learning Applications with In-depth Memory System Traffic Analysis | Apr 2, 2019 | GPU | —Unverified | 0 |
| Automatic Nonrigid Histological Image Registration with Adaptive Multistep Algorithm | Apr 1, 2019 | GPUImage Registration | —Unverified | 0 |
| Multifaceted 4D Feature Segmentation and Extraction in Point and Field-based Datasets | Mar 28, 2019 | GPU | —Unverified | 0 |
| 3D Whole Brain Segmentation using Spatially Localized Atlas Network Tiles | Mar 28, 2019 | Brain SegmentationGPU | CodeCode Available | 0 |
| AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search | Mar 26, 2019 | GPUImage Captioning | CodeCode Available | 0 |
| Generalized Feedback Loop for Joint Hand-Object Pose Estimation | Mar 25, 2019 | 3D Hand Pose EstimationGPU | —Unverified | 0 |
| Micro-Batch Training with Batch-Channel Normalization and Weight Standardization | Mar 25, 2019 | GPUimage-classification | CodeCode Available | 0 |
| On the use of Deep Autoencoders for Efficient Embedded Reinforcement Learning | Mar 25, 2019 | CPUGPU | —Unverified | 0 |
| BitSplit-Net: Multi-bit Deep Neural Network with Bitwise Activation Function | Mar 23, 2019 | GPU | —Unverified | 0 |
| Deep Fictitious Play for Stochastic Differential Games | Mar 22, 2019 | Deep LearningGPU | —Unverified | 0 |
