| Aerial Imagery Pixel-level Segmentation | Dec 3, 2020 | Data AugmentationSegmentation | CodeCode Available | 1 |
| Towards Part-Based Understanding of RGB-D Scans | Dec 3, 2020 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Learning Universal Shape Dictionary for Realtime Instance Segmentation | Dec 2, 2020 | Explainable ModelsGPU | CodeCode Available | 1 |
| Grabber: A tool to improve convergence in interactive image segmentation | Dec 1, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| RANet: Region Attention Network for Semantic Segmentation | Dec 1, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| A Three-Stage Self-Training Framework for Semi-Supervised Semantic Segmentation | Dec 1, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| End-to-End Video Instance Segmentation with Transformers | Nov 30, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Deep learning approach to left ventricular non-compaction measurement | Nov 30, 2020 | CPUDeep Learning | CodeCode Available | 1 |
| Prototype-based Incremental Few-Shot Semantic Segmentation | Nov 30, 2020 | Few-Shot Semantic SegmentationIncremental Learning | CodeCode Available | 1 |
| Multi-stage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing Images | Nov 29, 2020 | Computational EfficiencySemantic Segmentation | CodeCode Available | 1 |
| Inter-slice Context Residual Learning for 3D Medical Image Segmentation | Nov 28, 2020 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| Road Scene Graph: A Semantic Graph-Based Scene Representation Dataset for Intelligent Vehicles | Nov 27, 2020 | Semantic Segmentation | CodeCode Available | 1 |
| How Well Do Self-Supervised Models Transfer? | Nov 26, 2020 | Classifier calibrationFew-Shot Learning | CodeCode Available | 1 |
| Polarization-driven Semantic Segmentation via Efficient Attention-bridged Fusion | Nov 26, 2020 | Autonomous VehiclesSemantic Segmentation | CodeCode Available | 1 |
| MultiStar: Instance Segmentation of Overlapping Objects with Star-Convex Polygons | Nov 26, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| DyCo3D: Robust Instance Segmentation of 3D Point Clouds through Dynamic Convolution | Nov 26, 2020 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Channel-wise Knowledge Distillation for Dense Prediction | Nov 26, 2020 | Knowledge DistillationPrediction | CodeCode Available | 1 |
| Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings | Nov 25, 2020 | ClusteringDomain Adaptation | CodeCode Available | 1 |
| Fast Object Segmentation Learning with Kernel-based Methods for Robotics | Nov 25, 2020 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| SegBlocks: Block-Based Dynamic Resolution Networks for Real-Time Segmentation | Nov 24, 2020 | Real-Time Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| PLOP: Learning without Forgetting for Continual Semantic Segmentation | Nov 23, 2020 | Class Incremental LearningContinual Learning | CodeCode Available | 1 |
| Prior to Segment: Foreground Cues for Weakly Annotated Classes in Partially Supervised Instance Segmentation | Nov 23, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| HoHoNet: 360 Indoor Holistic Understanding with Latent Horizontal Features | Nov 23, 2020 | 3D Room Layouts From A Single RGB PanoramaDepth Estimation | CodeCode Available | 1 |
| One Metric to Measure them All: Localisation Recall Precision (LRP) for Evaluating Visual Detection Tasks | Nov 21, 2020 | AllInstance Segmentation | CodeCode Available | 1 |
| DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets | Nov 20, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Geography-Aware Self-Supervised Learning | Nov 19, 2020 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery | Nov 19, 2020 | Earth ObservationRelation | CodeCode Available | 1 |
| DCT-Mask: Discrete Cosine Transform Mask Representation for Instance Segmentation | Nov 19, 2020 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning | Nov 19, 2020 | Contrastive Learningobject-detection | CodeCode Available | 1 |
| Attention-Based Transformers for Instance Segmentation of Cells in Microstructures | Nov 19, 2020 | Cell DetectionCell Segmentation | CodeCode Available | 1 |
| Dense Contrastive Learning for Self-Supervised Visual Pre-Training | Nov 18, 2020 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| Contrastive Registration for Unsupervised Medical Image Segmentation | Nov 17, 2020 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain Representations | Nov 17, 2020 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| RELLIS-3D Dataset: Data, Benchmarks and Analysis | Nov 17, 2020 | 3D Semantic SegmentationAutonomous Navigation | CodeCode Available | 1 |
| Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning | Nov 15, 2020 | BenchmarkingColorectal Polyps Characterization | CodeCode Available | 1 |
| GndNet: Fast Ground Plane Estimation and Point Cloud Segmentation for Autonomous Vehicles | Nov 15, 2020 | 3D Object DetectionAutonomous Vehicles | CodeCode Available | 1 |
| Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis | Nov 13, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Deep Multimodal Fusion by Channel Exchanging | Nov 10, 2020 | Image-to-Image TranslationSemantic Segmentation | CodeCode Available | 1 |
| MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images | Nov 10, 2020 | DecoderSegmentation | CodeCode Available | 1 |
| TTVOS: Lightweight Video Object Segmentation with Adaptive Template Attention Module and Temporal Consistency Loss | Nov 9, 2020 | ObjectObject Localization | CodeCode Available | 1 |
| Find it if You Can: End-to-End Adversarial Erasing for Weakly-Supervised Semantic Segmentation | Nov 9, 2020 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| Towards Efficient Scene Understanding via Squeeze Reasoning | Nov 6, 2020 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| "What's This?" -- Learning to Segment Unknown Objects from Manipulation Sequences | Nov 6, 2020 | Foreground SegmentationObject | CodeCode Available | 1 |
| Lightweight Model For The Prediction of COVID-19 Through The Detection And Segmentation of Lesions in Chest CT Scans | Nov 4, 2020 | COVID-19 DiagnosisCOVID-19 Image Segmentation | CodeCode Available | 1 |
| Crack Detection as a Weakly-Supervised Problem: Towards Achieving Less Annotation-Intensive Crack Detectors | Nov 4, 2020 | Crack SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Domain Adaptive Knowledge Distillation for Driving Scene Semantic Segmentation | Nov 3, 2020 | Autonomous DrivingKnowledge Distillation | CodeCode Available | 1 |
| Point Transformer | Nov 2, 2020 | 3D Object Classification3D Part Segmentation | CodeCode Available | 1 |
| Learning Euler's Elastica Model for Medical Image Segmentation | Nov 1, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation | Oct 31, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Bridging Composite and Real: Towards End-to-end Deep Image Matting | Oct 30, 2020 | Image MattingSemantic Segmentation | CodeCode Available | 1 |
