| Multi-scale self-guided attention for medical image segmentation | Jun 7, 2019 | Attentive segmentation networksBrain Tumor Segmentation | CodeCode Available | 0 |
| When Unseen Domain Generalization is Unnecessary? Rethinking Data Augmentation | Jun 7, 2019 | Data AugmentationDomain Adaptation | CodeCode Available | 0 |
| Seeing Behind Things: Extending Semantic Segmentation to Occluded Regions | Jun 7, 2019 | SegmentationSemantic Segmentation | —Unverified | 0 |
| PseudoEdgeNet: Nuclei Segmentation only with Point Annotations | Jun 7, 2019 | Segmentation | CodeCode Available | 0 |
| Scene and Environment Monitoring Using Aerial Imagery and Deep Learning | Jun 6, 2019 | Decision MakingDeep Learning | —Unverified | 0 |
| V-NAS: Neural Architecture Search for Volumetric Medical Image Segmentation | Jun 6, 2019 | GPUImage Segmentation | —Unverified | 0 |
| Generative Model-Based Ischemic Stroke Lesion Segmentation | Jun 6, 2019 | Image SegmentationIschemic Stroke Lesion Segmentation | —Unverified | 0 |
| Handling Inter-Annotator Agreement for Automated Skin Lesion Segmentation | Jun 6, 2019 | Image SegmentationLesion Classification | CodeCode Available | 0 |
| Anatomical Priors for Image Segmentation via Post-Processing with Denoising Autoencoders | Jun 5, 2019 | DenoisingImage Segmentation | CodeCode Available | 0 |
| Fully Automated Pancreas Segmentation with Two-stage 3D Convolutional Neural Networks | Jun 5, 2019 | Automated Pancreas SegmentationComputed Tomography (CT) | —Unverified | 0 |
| A Feature Transfer Enabled Multi-Task Deep Learning Model on Medical Imaging | Jun 5, 2019 | General ClassificationMedical Image Analysis | —Unverified | 0 |
| Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation | Jun 5, 2019 | Image SegmentationSegmentation | CodeCode Available | 0 |
| One-pass Multi-task Networks with Cross-task Guided Attention for Brain Tumor Segmentation | Jun 5, 2019 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 0 |
| Nail Polish Try-On: Realtime Semantic Segmentation of Small Objects for Native and Browser Smartphone AR Applications | Jun 5, 2019 | SegmentationSemantic Segmentation | —Unverified | 0 |
| OctopusNet: A Deep Learning Segmentation Network for Multi-modal Medical Images | Jun 5, 2019 | DecoderSegmentation | —Unverified | 0 |
| Improving Neural Language Models by Segmenting, Attending, and Predicting the Future | Jun 4, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Computing Valid p-values for Image Segmentation by Selective Inference | Jun 3, 2019 | Image SegmentationSegmentation | —Unverified | 0 |
| Multi-task Pairwise Neural Ranking for Hashtag Segmentation | Jun 3, 2019 | SegmentationSentiment Analysis | CodeCode Available | 0 |
| Frontal Low-rank Random Tensors for Fine-grained Action Segmentation | Jun 3, 2019 | Action ParsingAction Segmentation | CodeCode Available | 0 |
| Resolving Overlapping Convex Objects in Silhouette Images by Concavity Analysis and Gaussian Process | Jun 3, 2019 | Combinatorial OptimizationSegmentation | —Unverified | 0 |
| ToNy: Contextual embeddings for accurate multilingual discourse segmentation of full documents | Jun 1, 2019 | Connective DetectionDiscourse Parsing | —Unverified | 0 |
| Structured Knowledge Distillation for Semantic Segmentation | Jun 1, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| ToothNet: Automatic Tooth Instance Segmentation and Identification From Cone Beam CT Images | Jun 1, 2019 | GPUInstance Segmentation | —Unverified | 0 |
| SAIL-VOS: Semantic Amodal Instance Level Video Object Segmentation - A Synthetic Dataset and Baselines | Jun 1, 2019 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Semantic Projection Network for Zero- and Few-Label Semantic Segmentation | Jun 1, 2019 | Few-Shot LearningImage Segmentation | CodeCode Available | 0 |
| Shrinking Japanese Morphological Analyzers With Neural Networks and Semi-supervised Learning | Jun 1, 2019 | Chinese Word SegmentationMorphological Analysis | —Unverified | 0 |
| Robust Histopathology Image Analysis: To Label or to Synthesize? | Jun 1, 2019 | Image SegmentationSegmentation | —Unverified | 0 |
| PointWeb: Enhancing Local Neighborhood Features for Point Cloud Processing | Jun 1, 2019 | 3D Point Cloud ClassificationGeneral Classification | CodeCode Available | 0 |
| ZigZagNet: Fusing Top-Down and Bottom-Up Context for Object Segmentation | Jun 1, 2019 | Instance SegmentationSegmentation | —Unverified | 0 |
| Multilingual segmentation based on neural networks and pre-trained word embeddings | Jun 1, 2019 | Connective DetectionDiscourse Segmentation | —Unverified | 0 |
| Not All Areas Are Equal: Transfer Learning for Semantic Segmentation via Hierarchical Region Selection | Jun 1, 2019 | AllSegmentation | —Unverified | 0 |
| DeepCO3: Deep Instance Co-Segmentation by Co-Peak Search and Co-Saliency Detection | Jun 1, 2019 | Co-Salient Object DetectionSaliency Detection | CodeCode Available | 0 |
| Building Detail-Sensitive Semantic Segmentation Networks With Polynomial Pooling | Jun 1, 2019 | General ClassificationSegmentation | —Unverified | 0 |
| Content-Aware Multi-Level Guidance for Interactive Instance Segmentation | Jun 1, 2019 | Instance SegmentationInteractive Segmentation | —Unverified | 0 |
| Learning Active Contour Models for Medical Image Segmentation | Jun 1, 2019 | Deep LearningImage Segmentation | —Unverified | 0 |
| Biologically-Constrained Graphs for Global Connectomics Reconstruction | Jun 1, 2019 | Electron Microscopy Image Segmentationgraph construction | —Unverified | 0 |
| An Encoding Strategy Based Word-Character LSTM for Chinese NER | Jun 1, 2019 | NERSegmentation | CodeCode Available | 0 |
| Interactive Image Segmentation via Backpropagating Refinement Scheme | Jun 1, 2019 | Image SegmentationInteractive Segmentation | —Unverified | 0 |
| Graph Attention Convolution for Point Cloud Semantic Segmentation | Jun 1, 2019 | Graph AttentionObject | CodeCode Available | 0 |
| Not Using the Car to See the Sidewalk -- Quantifying and Controlling the Effects of Context in Classification and Segmentation | Jun 1, 2019 | Data AugmentationGeneral Classification | —Unverified | 0 |
| Context-Reinforced Semantic Segmentation | Jun 1, 2019 | Reinforcement LearningSegmentation | —Unverified | 0 |
| RGB and LiDAR fusion based 3D Semantic Segmentation for Autonomous Driving | Jun 1, 2019 | 3D Semantic SegmentationAutonomous Driving | —Unverified | 0 |
| Amodal Instance Segmentation With KINS Dataset | Jun 1, 2019 | Amodal Instance SegmentationInstance Segmentation | CodeCode Available | 0 |
| Neural Machine Translation between Myanmar (Burmese) and Rakhine (Arakanese) | Jun 1, 2019 | Machine TranslationNMT | —Unverified | 0 |
| Incorporating Word Attention into Character-Based Word Segmentation | Jun 1, 2019 | Feature EngineeringJapanese Word Segmentation | CodeCode Available | 0 |
| Learning Multi-Class Segmentations From Single-Class Datasets | Jun 1, 2019 | Segmentation | —Unverified | 0 |
| Cross-Atlas Convolution for Parameterization Invariant Learning on Textured Mesh Surface | Jun 1, 2019 | General ClassificationSegmentation | —Unverified | 0 |
| Object Instance Annotation With Deep Extreme Level Set Evolution | Jun 1, 2019 | ObjectSegmentation | CodeCode Available | 0 |
| Multi-lingual and Cross-genre Discourse Unit Segmentation | Jun 1, 2019 | Discourse SegmentationSegmentation | —Unverified | 0 |
| Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images | Jun 1, 2019 | General ClassificationLesion Segmentation | —Unverified | 0 |