| Subword Regularization: An Analysis of Scalability and Generalization for End-to-End Automatic Speech Recognition | Aug 10, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Prototype Mixture Models for Few-shot Semantic Segmentation | Aug 10, 2020 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Rethinking 3D LiDAR Point Cloud Segmentation | Aug 10, 2020 | Autonomous DrivingDecoder | CodeCode Available | 0 |
| Deep Learning from Dual-Energy Information for Whole-Heart Segmentation in Dual-Energy and Single-Energy Non-Contrast-Enhanced Cardiac CT | Aug 10, 2020 | Heart SegmentationSegmentation | —Unverified | 0 |
| Switching Loss for Generalized Nucleus Detection in Histopathology | Aug 9, 2020 | GPUMedical Image Analysis | —Unverified | 0 |
| Automated Claustrum Segmentation in Human Brain MRI Using Deep Learning | Aug 8, 2020 | Deep LearningSegmentation | CodeCode Available | 0 |
| Dual Convolutional Neural Networks for Breast Mass Segmentation and Diagnosis in Mammography | Aug 7, 2020 | Cancer ClassificationSegmentation | —Unverified | 0 |
| Towards Accurate Pixel-wise Object Tracking by Attention Retrieval | Aug 6, 2020 | ObjectObject Tracking | CodeCode Available | 1 |
| Pairwise Relation Learning for Semi-supervised Gland Segmentation | Aug 6, 2020 | RelationRelation Network | —Unverified | 0 |
| Polarimetric SAR Image Semantic Segmentation with 3D Discrete Wavelet Transform and Markov Random Field | Aug 5, 2020 | Image SegmentationSegmentation | —Unverified | 0 |
| Scene Segmentation with Dual Relation-aware Attention Network | Aug 5, 2020 | RelationScene Segmentation | CodeCode Available | 1 |
| Structure Preserving Stain Normalization of Histopathology Images Using Self-Supervised Semantic Guidance | Aug 5, 2020 | Color NormalizationGenerative Adversarial Network | —Unverified | 0 |
| BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation | Aug 5, 2020 | DiversitySegmentation | —Unverified | 0 |
| Multiple Sclerosis Lesion Activity Segmentation with Attention-Guided Two-Path CNNs | Aug 5, 2020 | Lesion SegmentationSegmentation | —Unverified | 0 |
| Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies | Aug 5, 2020 | SegmentationSensitivity | —Unverified | 0 |
| Contextualized Translation of Automatically Segmented Speech | Aug 5, 2020 | SegmentationSentence | —Unverified | 0 |
| Importance of Self-Consistency in Active Learning for Semantic Segmentation | Aug 4, 2020 | Active LearningSegmentation | —Unverified | 0 |
| Generalisable Cardiac Structure Segmentation via Attentional and Stacked Image Adaptation | Aug 3, 2020 | Data AugmentationImage Segmentation | —Unverified | 0 |
| Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images | Aug 3, 2020 | DiversityImage Registration | —Unverified | 0 |
| An Exploration of Target-Conditioned Segmentation Methods for Visual Object Trackers | Aug 3, 2020 | Object TrackingSegmentation | —Unverified | 0 |
| Frame-To-Frame Consistent Semantic Segmentation | Aug 3, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Joint Object Contour Points and Semantics for Instance Segmentation | Aug 2, 2020 | Instance SegmentationKeypoint Detection | —Unverified | 0 |
| Semantic Context Encoding for Accurate 3D Point Cloud Segmentation | Aug 1, 2020 | Image SegmentationPoint Cloud Segmentation | —Unverified | 0 |
| Weakly Supervised Semantic Segmentation with Boundary Exploration | Aug 1, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Supervised Edge Attention Network for Accurate Image Instance Segmentation | Aug 1, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Semi-Supervised Segmentation based on Error-Correcting Supervision | Aug 1, 2020 | Segmentation | —Unverified | 0 |
| Regularized Loss for Weakly Supervised Single Class Semantic Segmentation | Aug 1, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| Box2Seg: Attention Weighted Loss and Discriminative Feature Learning for Weakly Supervised Segmentation | Aug 1, 2020 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Deep FusionNet for Point Cloud Semantic Segmentation | Aug 1, 2020 | 3D Semantic SegmentationGPU | —Unverified | 0 |
| LevelSet R-CNN: A Deep Variational Method for Instance Segmentation | Aug 1, 2020 | Autonomous DrivingInstance Segmentation | —Unverified | 0 |
| 360(o) Camera Alignment via Segmentation | Aug 1, 2020 | Segmentationvalid | —Unverified | 0 |
| On the Usage of the Trifocal Tensor in Motion Segmentation | Aug 1, 2020 | ClusteringMotion Segmentation | CodeCode Available | 0 |
| Learning Pairwise Inter-Plane Relations for Piecewise Planar Reconstruction | Aug 1, 2020 | Segmentation | CodeCode Available | 1 |
| Joint Semantic Instance Segmentation on Graphs with the Semantic Mutex Watershed | Aug 1, 2020 | graph partitioningInstance Segmentation | —Unverified | 0 |
| Learning with Noisy Class Labels for Instance Segmentation | Aug 1, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Employing Multi-Estimations for Weakly-Supervised Semantic Segmentation | Aug 1, 2020 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Intra-class Feature Variation Distillation for Semantic Segmentation | Aug 1, 2020 | Knowledge DistillationSegmentation | CodeCode Available | 1 |
| Learning Object Placement by Inpainting for Compositional Data Augmentation | Aug 1, 2020 | Common Sense ReasoningData Augmentation | —Unverified | 0 |
| Few-Shot Semantic Segmentation with Democratic Attention Networks | Aug 1, 2020 | Few-Shot Semantic SegmentationGraph Attention | —Unverified | 0 |
| PhraseClick: Toward Achieving Flexible Interactive Segmentation by Phrase and Click | Aug 1, 2020 | AttributeInteractive Segmentation | —Unverified | 0 |
| Splitting vs. Merging: Mining Object Regions with Discrepancy and Intersection Loss for Weakly Supervised Semantic Segmentation | Aug 1, 2020 | SegmentationSemantic Segmentation | —Unverified | 0 |
| URVOS: Unified Referring Video Object Segmentation Network with a Large-Scale Benchmark | Aug 1, 2020 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 |
| Unsupervised Video Object Segmentation with Joint Hotspot Tracking | Aug 1, 2020 | Gaze EstimationObject | —Unverified | 0 |
| Semi-supervised Semantic Segmentation via Strong-weak Dual-branch Network | Aug 1, 2020 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Self-Supervised CycleGAN for Object-Preserving Image-to-Image Domain Adaptation | Aug 1, 2020 | Domain AdaptationGenerative Adversarial Network | —Unverified | 0 |
| Polynomial Regression Network for Variable-Number Lane Detection | Aug 1, 2020 | Autonomous DrivingLane Detection | —Unverified | 0 |
| PanoNet: Real-time Panoptic Segmentation through Position-Sensitive Feature Embedding | Aug 1, 2020 | Autonomous DrivingPanoptic Segmentation | —Unverified | 0 |
| State-of-The-Art Fuzzy Active Contour Models for Image Segmentation | Aug 1, 2020 | Image SegmentationSegmentation | —Unverified | 0 |
| Meta-DRN: Meta-Learning for 1-Shot Image Segmentation | Aug 1, 2020 | Few-Shot Learningimage-classification | —Unverified | 0 |
| From Shadow Segmentation to Shadow Removal | Aug 1, 2020 | DiversitySegmentation | —Unverified | 0 |