| Unifying Panoptic Segmentation for Autonomous Driving | Jan 1, 2022 | Autonomous DrivingPanoptic Segmentation | —Unverified | 0 |
| FocusCut: Diving Into a Focus View in Interactive Segmentation | Jan 1, 2022 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 |
| C-CAM: Causal CAM for Weakly Supervised Semantic Segmentation on Medical Image | Jan 1, 2022 | AnatomyOrgan Segmentation | CodeCode Available | 0 |
| SeeThroughNet: Resurrection of Auxiliary Loss by Preserving Class Probability Information | Jan 1, 2022 | DecoderSegmentation | —Unverified | 0 |
| Multi-Level Representation Learning With Semantic Alignment for Referring Video Object Segmentation | Jan 1, 2022 | ObjectReferring Expression Segmentation | —Unverified | 0 |
| Multimodal Material Segmentation | Jan 1, 2022 | Material SegmentationSegmentation | CodeCode Available | 1 |
| Remember the Difference: Cross-Domain Few-Shot Semantic Segmentation via Meta-Memory Transfer | Jan 1, 2022 | Contrastive LearningCross-Domain Few-Shot | —Unverified | 0 |
| ETHSeg: An Amodel Instance Segmentation Network and a Real-World Dataset for X-Ray Waste Inspection | Jan 1, 2022 | Instance SegmentationSegmentation | —Unverified | 0 |
| BTS: A Bi-Lingual Benchmark for Text Segmentation in the Wild | Jan 1, 2022 | SegmentationStyle Transfer | —Unverified | 0 |
| Yeast cell segmentation in microstructured environments with deep learning | Jan 1, 2022 | Cell SegmentationDeep Learning | CodeCode Available | 0 |
| Leveraging in-domain supervision for unsupervised image-to-image translation tasks via multi-stream generators | Dec 30, 2021 | Image-to-Image TranslationSegmentation | —Unverified | 0 |
| A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model | Dec 29, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| MetaGraspNet_v0: A Large-Scale Benchmark Dataset for Vision-driven Robotic Grasping via Physics-based Metaverse Synthesis | Dec 29, 2021 | Objectobject-detection | CodeCode Available | 1 |
| GuidedMix-Net: Semi-supervised Semantic Segmentation by Using Labeled Images as Reference | Dec 28, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| SECP-Net: SE-Connection Pyramid Network of Organ At Risk Segmentation for Nasopharyngeal Carcinoma | Dec 28, 2021 | Computed Tomography (CT)Image Segmentation | —Unverified | 0 |
| Brain Tumor Classification by Cascaded Multiscale Multitask Learning Framework Based on Feature Aggregation | Dec 28, 2021 | Brain Tumor ClassificationBrain Tumor Segmentation | —Unverified | 0 |
| MSeg: A Composite Dataset for Multi-domain Semantic Segmentation | Dec 27, 2021 | Computational EfficiencyInstance Segmentation | CodeCode Available | 1 |
| PriFit: Learning to Fit Primitives Improves Few Shot Point Cloud Segmentation | Dec 27, 2021 | Few-Shot LearningPoint Cloud Segmentation | CodeCode Available | 1 |
| Meta-Learned Feature Critics for Domain Generalized Semantic Segmentation | Dec 27, 2021 | DisentanglementDomain Adaptation | —Unverified | 0 |
| Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation | Dec 27, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Deep ensembles in bioimage segmentation | Dec 24, 2021 | DecoderSegmentation | —Unverified | 0 |
| iSeg3D: An Interactive 3D Shape Segmentation Tool | Dec 24, 2021 | Segmentation | —Unverified | 0 |
| Multi-Scale Feature Fusion: Learning Better Semantic Segmentation for Road Pothole Detection | Dec 24, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Realtime Global Attention Network for Semantic Segmentation | Dec 24, 2021 | 2D Semantic SegmentationSegmentation | CodeCode Available | 0 |
| TagLab: A human-centric AI system for interactive semantic segmentation | Dec 23, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| PandaSet: Advanced Sensor Suite Dataset for Autonomous Driving | Dec 23, 2021 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| FourierMask: Instance Segmentation using Fourier Mapping in Implicit Neural Networks | Dec 23, 2021 | Instance SegmentationSegmentation | —Unverified | 0 |
| A Random Point Initialization Approach to Image Segmentation with Variational Level-sets | Dec 23, 2021 | Image SegmentationObject | —Unverified | 0 |
| Omni-Seg: A Single Dynamic Network for Multi-label Renal Pathology Image Segmentation using Partially Labeled Data | Dec 23, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| High-Accuracy RGB-D Face Recognition via Segmentation-Aware Face Depth Estimation and Mask-Guided Attention Network | Dec 22, 2021 | Depth EstimationFace Recognition | —Unverified | 0 |
| Maximum Entropy on Erroneous Predictions (MEEP): Improving model calibration for medical image segmentation | Dec 22, 2021 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Cost Aggregation Is All You Need for Few-Shot Segmentation | Dec 22, 2021 | AllDecoder | CodeCode Available | 1 |
| Scaling Open-Vocabulary Image Segmentation with Image-Level Labels | Dec 22, 2021 | Image SegmentationSegmentation | CodeCode Available | 0 |
| A Discriminative Single-Shot Segmentation Network for Visual Object Tracking | Dec 22, 2021 | ObjectObject Tracking | —Unverified | 0 |
| PointCaps: Raw Point Cloud Processing using Capsule Networks with Euclidean Distance Routing | Dec 21, 2021 | Segmentation | —Unverified | 0 |
| Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization | Dec 21, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Teacher-Student Architecture for Mixed Supervised Lung Tumor Segmentation | Dec 21, 2021 | SegmentationTumor Segmentation | CodeCode Available | 1 |
| Leveraging Image Complexity in Macro-Level Neural Network Design for Medical Image Segmentation | Dec 21, 2021 | DecoderImage Segmentation | —Unverified | 0 |
| RC-Net: A Convolutional Neural Network for Retinal Vessel Segmentation | Dec 21, 2021 | Retinal Vessel SegmentationSegmentation | —Unverified | 0 |
| Generalized Few-Shot Semantic Segmentation: All You Need is Fine-Tuning | Dec 21, 2021 | AllFew-Shot Semantic Segmentation | —Unverified | 0 |
| SOIT: Segmenting Objects with Instance-Aware Transformers | Dec 21, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| MPViT: Multi-Path Vision Transformer for Dense Prediction | Dec 21, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| A novel approach for the automated segmentation and volume quantification of cardiac fats on computed tomography | Dec 21, 2021 | Segmentation | —Unverified | 0 |
| Learning to integrate vision data into road network data | Dec 20, 2021 | AttributeAutonomous Vehicles | —Unverified | 0 |
| HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet | Dec 20, 2021 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| One Sketch for All: One-Shot Personalized Sketch Segmentation | Dec 20, 2021 | AllSegmentation | —Unverified | 0 |
| Lite Vision Transformer with Enhanced Self-Attention | Dec 20, 2021 | Panoptic SegmentationSegmentation | CodeCode Available | 1 |
| Mask2Former for Video Instance Segmentation | Dec 20, 2021 | Image SegmentationInstance Segmentation | CodeCode Available | 2 |
| QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results | Dec 19, 2021 | BenchmarkingBrain Tumor Segmentation | CodeCode Available | 0 |
| A Deep Learning Based Workflow for Detection of Lung Nodules With Chest Radiograph | Dec 19, 2021 | SegmentationSensitivity | —Unverified | 0 |