| Towards Panoptic 3D Parsing for Single Image in the Wild | Nov 4, 2021 | 3D Reconstruction3D Shape Reconstruction | —Unverified | 0 |
| LVIS Challenge Track Technical Report 1st Place Solution: Distribution Balanced and Boundary Refinement for Large Vocabulary Instance Segmentation | Nov 4, 2021 | Instance SegmentationSegmentation | —Unverified | 0 |
| WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image | Nov 3, 2021 | GPUImage Segmentation | CodeCode Available | 1 |
| Automatic ultrasound vessel segmentation with deep spatiotemporal context learning | Nov 3, 2021 | Segmentation | —Unverified | 0 |
| Partial supervision for the FeTA challenge 2021 | Nov 3, 2021 | Brain SegmentationImage Segmentation | CodeCode Available | 1 |
| Panoptic 3D Scene Reconstruction From a Single RGB Image | Nov 3, 2021 | 2D Panoptic Segmentation3D Instance Segmentation | CodeCode Available | 1 |
| Learned Image Compression for Machine Perception | Nov 3, 2021 | Image CompressionImage Reconstruction | —Unverified | 0 |
| HS3: Learning with Proper Task Complexity in Hierarchically Supervised Semantic Segmentation | Nov 3, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Detect-and-Segment: a Deep Learning Approach to Automate Wound Image Segmentation | Nov 2, 2021 | Image SegmentationSegmentation | —Unverified | 0 |
| 3-D PET Image Generation with tumour masks using TGAN | Nov 2, 2021 | Image GenerationImage Segmentation | CodeCode Available | 0 |
| CPSeg: Cluster-free Panoptic Segmentation of 3D LiDAR Point Clouds | Nov 2, 2021 | Autonomous DrivingClustering | —Unverified | 0 |
| A Tri-attention Fusion Guided Multi-modal Segmentation Network | Nov 2, 2021 | Brain Tumor SegmentationSegmentation | —Unverified | 0 |
| A Pixel-Level Meta-Learner for Weakly Supervised Few-Shot Semantic Segmentation | Nov 2, 2021 | Few-Shot Semantic SegmentationMeta-Learning | —Unverified | 0 |
| Exploring the Semi-supervised Video Object Segmentation Problem from a Cyclic Perspective | Nov 2, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Explainable Medical Image Segmentation via Generative Adversarial Networks and Layer-wise Relevance Propagation | Nov 2, 2021 | Generative Adversarial NetworkImage Segmentation | CodeCode Available | 0 |
| PolyTrack: Tracking with Bounding Polygons | Nov 2, 2021 | Multi-Object TrackingMulti-Object Tracking and Segmentation | CodeCode Available | 1 |
| MedAI: Transparency in Medical Image Segmentation | Nov 1, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| CUNI Systems in WMT21: Revisiting Backtranslation Techniques for English-Czech NMT | Nov 1, 2021 | NMTSegmentation | —Unverified | 0 |
| T4T Solution: WMT21 Similar Language Task for the Spanish-Catalan and Spanish-Portuguese Language Pair | Nov 1, 2021 | SegmentationSentence | —Unverified | 0 |
| Clustering Monolingual Vocabularies to Improve Cross-Lingual Generalization | Nov 1, 2021 | ClusteringQuestion Answering | —Unverified | 0 |
| A Language Model-based Generative Classifier for Sentence-level Discourse Parsing | Nov 1, 2021 | Discourse ParsingDiscourse Segmentation | —Unverified | 0 |
| Weakly supervised discourse segmentation for multiparty oral conversations | Nov 1, 2021 | Discourse SegmentationSegmentation | CodeCode Available | 0 |
| A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging | Nov 1, 2021 | Domain AdaptationPOS | CodeCode Available | 0 |
| Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision | Nov 1, 2021 | Chinese Word SegmentationLanguage Modelling | —Unverified | 0 |
| Multi-lingual Discourse Segmentation and Connective Identification: MELODI at Disrpt2021 | Nov 1, 2021 | Connective DetectionDiscourse Parsing | —Unverified | 0 |
| A Transformer Based Approach towards Identification of Discourse Unit Segments and Connectives | Nov 1, 2021 | Discourse ParsingDiscourse Segmentation | —Unverified | 0 |
| PointNu-Net: Keypoint-assisted Convolutional Neural Network for Simultaneous Multi-tissue Histology Nuclei Segmentation and Classification | Nov 1, 2021 | ClassificationDiversity | CodeCode Available | 1 |
| Sub-cortical structure segmentation database for young population | Nov 1, 2021 | Brain SegmentationDeep Learning | —Unverified | 0 |
| Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation | Nov 1, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Comprehensive and Clinically Accurate Head and Neck Organs at Risk Delineation via Stratified Deep Learning: A Large-scale Multi-Institutional Study | Nov 1, 2021 | Neural Architecture SearchSegmentation | —Unverified | 0 |
| Redundancy Reduction in Semantic Segmentation of 3D Brain Tumor MRIs | Nov 1, 2021 | Brain Tumor SegmentationDecoder | —Unverified | 0 |
| Correlation between image quality metrics of magnetic resonance images and the neural network segmentation accuracy | Nov 1, 2021 | Image SegmentationSegmentation | —Unverified | 0 |
| Geodesic Models with Convexity Shape Prior | Nov 1, 2021 | Image SegmentationSegmentation | —Unverified | 0 |
| Creating A Coefficient of Change in the Built Environment After a Natural Disaster | Oct 31, 2021 | Image SegmentationSegmentation | —Unverified | 0 |
| DRBANET: A Lightweight Dual-Resolution Network for Semantic Segmentation with Boundary Auxiliary | Oct 31, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Smart(Sampling)Augment: Optimal and Efficient Data Augmentation for Semantic Segmentation | Oct 31, 2021 | Bayesian OptimizationData Augmentation | —Unverified | 0 |
| Learning Debiased and Disentangled Representations for Semantic Segmentation | Oct 31, 2021 | Diversityfeature selection | —Unverified | 0 |
| Incorporating Boundary Uncertainty into loss functions for biomedical image segmentation | Oct 31, 2021 | Image SegmentationSegmentation | —Unverified | 0 |
| Calibrating the Dice loss to handle neural network overconfidence for biomedical image segmentation | Oct 31, 2021 | Image SegmentationSegmentation | CodeCode Available | 0 |
| M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus Images | Oct 30, 2021 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| MFNet: Multi-class Few-shot Segmentation Network with Pixel-wise Metric Learning | Oct 30, 2021 | Few-Shot LearningFew-Shot Semantic Segmentation | —Unverified | 0 |
| Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation | Oct 29, 2021 | BenchmarkingBrain Tumor Segmentation | CodeCode Available | 0 |
| Polyline Generative Navigable Space Segmentation for Autonomous Visual Navigation | Oct 29, 2021 | Autonomous NavigationRepresentation Learning | —Unverified | 0 |
| Deep Deterministic Uncertainty for Semantic Segmentation | Oct 29, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Whole Brain Segmentation with Full Volume Neural Network | Oct 29, 2021 | Brain SegmentationRepresentation Learning | CodeCode Available | 1 |
| Contrastive prediction strategies for unsupervised segmentation and categorization of phonemes and words | Oct 29, 2021 | SegmentationSelf-Supervised Learning | CodeCode Available | 1 |
| C-MADA: Unsupervised Cross-Modality Adversarial Domain Adaptation framework for medical Image Segmentation | Oct 29, 2021 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| Multi-Task and Multi-Modal Learning for RGB Dynamic Gesture Recognition | Oct 29, 2021 | DecoderGesture Recognition | —Unverified | 0 |
| False Positive Detection and Prediction Quality Estimation for LiDAR Point Cloud Segmentation | Oct 29, 2021 | Point Cloud Segmentationregression | —Unverified | 0 |
| Approximate Decomposable Submodular Function Minimization for Cardinality-Based Components | Oct 28, 2021 | Image SegmentationSegmentation | CodeCode Available | 0 |