| Network Recasting: A Universal Method for Network Architecture Transformation | Sep 14, 2018 | GPU | CodeCode Available | 0 |
| Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations | Sep 13, 2018 | Depth EstimationGPU | CodeCode Available | 0 |
| Using the Tsetlin Machine to Learn Human-Interpretable Rules for High-Accuracy Text Categorization with Medical Applications | Sep 12, 2018 | CPUGPU | CodeCode Available | 0 |
| Benchmarking and Optimization of Gradient Boosting Decision Tree Algorithms | Sep 12, 2018 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Comparing Computing Platforms for Deep Learning on a Humanoid Robot | Sep 11, 2018 | BenchmarkingCPU | —Unverified | 0 |
| A Fast Palette Reordering Technique Based on GPU-Optimized Genetic Algorithms | Sep 8, 2018 | ClusteringGPU | CodeCode Available | 0 |
| Efficient and Robust Parallel DNN Training through Model Parallelism on Multi-GPU Platform | Sep 8, 2018 | GPU | CodeCode Available | 0 |
| Travel Speed Prediction with a Hierarchical Convolutional Neural Network and Long Short-Term Memory Model Framework | Sep 6, 2018 | GPUTraffic Prediction | —Unverified | 0 |
| Pack and Detect: Fast Object Detection in Videos Using Region-of-Interest Packing | Sep 5, 2018 | GPUObject | —Unverified | 0 |
| SLAYER: Spike Layer Error Reassignment in Time | Sep 5, 2018 | GPU | CodeCode Available | 0 |
| Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction | Sep 5, 2018 | GPUImage Captioning | CodeCode Available | 0 |
| A CNN Accelerator on FPGA Using Depthwise Separable Convolution | Sep 3, 2018 | CPUGPU | —Unverified | 0 |
| Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection | Sep 1, 2018 | GPUObject | —Unverified | 0 |
| Learning Compression from Limited Unlabeled Data | Sep 1, 2018 | CPUGPU | CodeCode Available | 0 |
| HGMR: Hierarchical Gaussian Mixtures for Adaptive 3D Registration | Sep 1, 2018 | Autonomous NavigationGPU | —Unverified | 0 |
| Neural Architecture Optimization | Aug 22, 2018 | DecoderEvolutionary Algorithms | CodeCode Available | 0 |
| Capsule Networks for Protein Structure Classification and Prediction | Aug 22, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Enhanced network anomaly detection based on deep neural networks | Aug 17, 2018 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| BlockQNN: Efficient Block-wise Neural Network Architecture Generation | Aug 16, 2018 | GPUimage-classification | CodeCode Available | 0 |
| RedSync : Reducing Synchronization Traffic for Distributed Deep Learning | Aug 13, 2018 | Deep LearningGPU | —Unverified | 0 |
| Orders-of-magnitude speedup in atmospheric chemistry modeling through neural network-based emulation | Aug 11, 2018 | GPUMulti-target regression | —Unverified | 0 |
| Matrix Factorization on GPUs with Memory Optimization and Approximate Computing | Aug 11, 2018 | Collaborative FilteringCPU | CodeCode Available | 0 |
| GeneSys: Enabling Continuous Learning through Neural Network Evolution in Hardware | Aug 3, 2018 | CPUGPU | —Unverified | 0 |
| Energy-based Tuning of Convolutional Neural Networks on Multi-GPUs | Aug 1, 2018 | GPUObject Recognition | —Unverified | 0 |
| Binarized Convolutional Neural Networks for Efficient Inference on GPUs | Aug 1, 2018 | BinarizationGPU | —Unverified | 0 |