| Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation | Apr 10, 2022 | Image SegmentationInstance Segmentation | CodeCode Available | 1 |
| Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation | Apr 10, 2022 | Panoptic SegmentationPart-aware Panoptic Segmentation | CodeCode Available | 1 |
| Learning Local and Global Temporal Contexts for Video Semantic Segmentation | Apr 7, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Pin the Memory: Learning to Generalize Semantic Segmentation | Apr 7, 2022 | Domain GeneralizationMeta-Learning | CodeCode Available | 1 |
| Efficient Multiscale Object-based Superpixel Framework | Apr 7, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| Modeling Motion with Multi-Modal Features for Text-Based Video Segmentation | Apr 6, 2022 | Optical Flow EstimationReferring Expression Segmentation | CodeCode Available | 1 |
| Semi-supervised Semantic Segmentation with Error Localization Network | Apr 5, 2022 | Contrastive LearningSegmentation | CodeCode Available | 1 |
| FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation | Apr 4, 2022 | Domain AdaptationFoggy Scene Segmentation | CodeCode Available | 1 |
| DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic Segmentation | Apr 4, 2022 | 3D Semantic SegmentationDomain Adaptation | CodeCode Available | 1 |
| Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic Segmentation | Apr 2, 2022 | Face IdentificationImage Segmentation | CodeCode Available | 1 |
| Semantic-Aware Domain Generalized Segmentation | Apr 2, 2022 | Domain GeneralizationSegmentation | CodeCode Available | 1 |
| Online panoptic 3D reconstruction as a Linear Assignment Problem | Apr 1, 2022 | 3D ReconstructionImage Segmentation | CodeCode Available | 1 |
| Tooth Instance Segmentation on Panoramic Dental Radiographs Using U-Nets and Morphological Processing | Mar 31, 2022 | BinarizationInstance Segmentation | CodeCode Available | 1 |
| On the Road to Online Adaptation for Semantic Image Segmentation | Mar 30, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Self-Supervised Leaf Segmentation under Complex Lighting Conditions | Mar 29, 2022 | Plant PhenotypingSegmentation | CodeCode Available | 1 |
| CAT-Net: A Cross-Slice Attention Transformer Model for Prostate Zonal Segmentation in MRI | Mar 29, 2022 | Segmentation | CodeCode Available | 1 |
| Eigencontours: Novel Contour Descriptors Based on Low-Rank Approximation | Mar 29, 2022 | Instance SegmentationObject | CodeCode Available | 1 |
| SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation | Mar 29, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| mc-BEiT: Multi-choice Discretization for Image BERT Pre-training | Mar 29, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Integrative Few-Shot Learning for Classification and Segmentation | Mar 29, 2022 | ClassificationFew-Shot Classification and Segmentation | CodeCode Available | 1 |
| Deep Interactive Learning-based ovarian cancer segmentation of H&E-stained whole slide images to study morphological patterns of BRCA mutation | Mar 28, 2022 | Deep LearningSegmentation | CodeCode Available | 1 |
| Specialized Document Embeddings for Aspect-based Similarity of Research Papers | Mar 28, 2022 | Document ClassificationRecommendation Systems | CodeCode Available | 1 |
| Translation Consistent Semi-supervised Segmentation for 3D Medical Images | Mar 28, 2022 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| Word Discovery in Visually Grounded, Self-Supervised Speech Models | Mar 28, 2022 | ClusteringSegmentation | CodeCode Available | 1 |
| MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation | Mar 27, 2022 | DecoderLesion Segmentation | CodeCode Available | 1 |
| Semantic Segmentation by Early Region Proxy | Mar 26, 2022 | DecoderSegmentation | CodeCode Available | 1 |
| Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance Segmentation? | Mar 25, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Cross-Domain Few-Shot Semantic Segmentation | Mar 24, 2022 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| DAN: a Segmentation-free Document Attention Network for Handwritten Document Recognition | Mar 23, 2022 | DecoderHandwritten Document Recognition | CodeCode Available | 1 |
| Semi-Supervised Hybrid Spine Network for Segmentation of Spine MR Images | Mar 23, 2022 | Segmentation | CodeCode Available | 1 |
| MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels | Mar 23, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation | Mar 22, 2022 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 |
| PaCa-ViT: Learning Patch-to-Cluster Attention in Vision Transformers | Mar 22, 2022 | Clusteringimage-classification | CodeCode Available | 1 |
| Robust Visual Tracking by Segmentation | Mar 21, 2022 | DecoderObject Tracking | CodeCode Available | 1 |
| Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysis | Mar 21, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation | Mar 21, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation | Mar 21, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation | Mar 19, 2022 | Pseudo LabelSegmentation | CodeCode Available | 1 |
| ContrastMask: Contrastive Learning to Segment Every Thing | Mar 18, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Local-Global Context Aware Transformer for Language-Guided Video Segmentation | Mar 18, 2022 | Referring Expression SegmentationReferring Video Object Segmentation | CodeCode Available | 1 |
| Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation | Mar 18, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| ESS: Learning Event-based Semantic Segmentation from Still Images | Mar 18, 2022 | Domain AdaptationEvent-based Object Segmentation | CodeCode Available | 1 |
| Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation | Mar 18, 2022 | Image-to-Image TranslationSegmentation | CodeCode Available | 1 |
| Multi-similarity based Hyperrelation Network for few-shot segmentation | Mar 17, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Graph Flow: Cross-layer Graph Flow Distillation for Dual Efficient Medical Image Segmentation | Mar 16, 2022 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 |
| 3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation | Mar 16, 2022 | HippocampusImage Segmentation | CodeCode Available | 1 |
| Point-Unet: A Context-aware Point-based Neural Network for Volumetric Segmentation | Mar 16, 2022 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| Data Efficient 3D Learner via Knowledge Transferred from 2D Model | Mar 16, 2022 | Pseudo LabelSegmentation | CodeCode Available | 1 |
| Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation | Mar 15, 2022 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| CaRTS: Causality-driven Robot Tool Segmentation from Vision and Kinematics Data | Mar 15, 2022 | counterfactualSegmentation | CodeCode Available | 1 |
