| NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications | Apr 9, 2018 | CPUGPU | CodeCode Available | 0 |
| A system architecture for parallel analysis of flux-balanced metabolic pathways | Apr 9, 2018 | GPU | CodeCode Available | 0 |
| Fast Single Image Rain Removal via a Deep Decomposition-Composition Network | Apr 8, 2018 | GPURain Removal | —Unverified | 0 |
| Monocular Semantic Occupancy Grid Mapping with Convolutional Variational Encoder-Decoder Networks | Apr 6, 2018 | Bird's-Eye View Semantic SegmentationDecoder | —Unverified | 0 |
| A Multi-Stage Multi-Task Neural Network for Aerial Scene Interpretation and Geolocalization | Apr 4, 2018 | DecoderGPU | —Unverified | 0 |
| Large-Scale Cox Process Inference using Variational Fourier Features | Apr 3, 2018 | GPUSmall Data Image Classification | —Unverified | 0 |
| Kinetic Compressive Sensing | Mar 27, 2018 | Compressive SensingGPU | —Unverified | 0 |
| Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions | Mar 27, 2018 | GPU | CodeCode Available | 0 |
| Multi-scale Processing of Noisy Images using Edge Preservation Losses | Mar 26, 2018 | DenoisingEdge Detection | CodeCode Available | 0 |
| On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach | Mar 26, 2018 | Autonomous VehiclesDepth Estimation | CodeCode Available | 0 |
| Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs | Mar 23, 2018 | Face RecognitionGPU | —Unverified | 0 |
| A Quantization-Friendly Separable Convolution for MobileNets | Mar 22, 2018 | Edge-computingGPU | CodeCode Available | 0 |
| End-to-End Learning for the Deep Multivariate Probit Model | Mar 22, 2018 | GPU | —Unverified | 0 |
| An Analysis of Neural Language Modeling at Multiple Scales | Mar 22, 2018 | GPULanguage Modeling | CodeCode Available | 0 |
| End-to-End Video Captioning with Multitask Reinforcement Learning | Mar 21, 2018 | GPUreinforcement-learning | CodeCode Available | 0 |
| Attention on Attention: Architectures for Visual Question Answering (VQA) | Mar 21, 2018 | GPUQuestion Answering | CodeCode Available | 0 |
| Cross-Layer Energy Efficient Resource Allocation in PD-NOMA based H-CRANs: Implementation via GPU | Mar 21, 2018 | GPU | —Unverified | 0 |
| Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds) | Mar 20, 2018 | Classify 3D Point CloudsGPU | CodeCode Available | 0 |
| ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation | Mar 19, 2018 | GPUPanoptic Segmentation | CodeCode Available | 0 |
| Fast Neural Architecture Construction using EnvelopeNets | Mar 18, 2018 | Evolutionary AlgorithmsGPU | —Unverified | 0 |
| Snap ML: A Hierarchical Framework for Machine Learning | Mar 16, 2018 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| TBD: Benchmarking and Analyzing Deep Neural Network Training | Mar 16, 2018 | BenchmarkingGeneral Classification | —Unverified | 0 |
| Training of Convolutional Networks on Multiple Heterogeneous Datasets for Street Scene Semantic Segmentation | Mar 15, 2018 | GPUSemantic Segmentation | CodeCode Available | 0 |
| Mo2Cap2: Real-time Mobile 3D Motion Capture with a Cap-mounted Fisheye Camera | Mar 15, 2018 | 3D Pose EstimationEgocentric Pose Estimation | —Unverified | 0 |
| GossipGraD: Scalable Deep Learning using Gossip Communication based Asynchronous Gradient Descent | Mar 15, 2018 | CPUDeep Learning | —Unverified | 0 |
