| Semi-supervised Semantic Segmentation with Error Localization Network | Apr 5, 2022 | Contrastive LearningSegmentation | CodeCode Available | 1 |
| Federated Cross Learning for Medical Image Segmentation | Apr 5, 2022 | Ensemble LearningFederated Learning | CodeCode Available | 1 |
| A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation | Apr 5, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Real-time Hyperspectral Imaging in Hardware via Trained Metasurface Encoders | Apr 5, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation | Apr 4, 2022 | Domain AdaptationFoggy Scene Segmentation | CodeCode Available | 1 |
| "This is my unicorn, Fluffy": Personalizing frozen vision-language representations | Apr 4, 2022 | Image RetrievalRetrieval | 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 |
| WildNet: Learning Domain Generalized Semantic Segmentation from the Wild | Apr 4, 2022 | Domain GeneralizationSemantic Segmentation | CodeCode Available | 1 |
| Dynamic Focus-aware Positional Queries for Semantic Segmentation | Apr 4, 2022 | DecoderSemantic Segmentation | 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 |
| A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning | Apr 2, 2022 | Crop ClassificationSemantic Segmentation | CodeCode Available | 1 |
| Online Convolutional Re-parameterization | Apr 2, 2022 | object-detectionObject Detection | 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 |
| Dynamic Multimodal Fusion | Mar 31, 2022 | Computational EfficiencySemantic Segmentation | CodeCode Available | 1 |
| Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds | Mar 30, 2022 | Semantic SegmentationWeakly supervised segmentation | CodeCode Available | 1 |
| On the Road to Online Adaptation for Semantic Image Segmentation | Mar 30, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Eigencontours: Novel Contour Descriptors Based on Low-Rank Approximation | Mar 29, 2022 | Instance SegmentationObject | CodeCode Available | 1 |
| In-N-Out Generative Learning for Dense Unsupervised Video Segmentation | Mar 29, 2022 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 |
| SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation | Mar 29, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Target and Task specific Source-Free Domain Adaptive Image Segmentation | Mar 29, 2022 | DenoisingDomain Adaptation | CodeCode Available | 1 |
| mc-BEiT: Multi-choice Discretization for Image BERT Pre-training | Mar 29, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Harmonizing Pathological and Normal Pixels for Pseudo-healthy Synthesis | Mar 29, 2022 | Generative Adversarial NetworkImage Enhancement | CodeCode Available | 1 |
| Abstract Flow for Temporal Semantic Segmentation on the Permutohedral Lattice | Mar 29, 2022 | Optical Flow EstimationSemantic Segmentation | CodeCode Available | 1 |
| CHEX: CHannel EXploration for CNN Model Compression | Mar 29, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Self-Supervised Leaf Segmentation under Complex Lighting Conditions | Mar 29, 2022 | Plant PhenotypingSegmentation | CodeCode Available | 1 |
| Learning Where to Learn in Cross-View Self-Supervised Learning | Mar 28, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| Translation Consistent Semi-supervised Segmentation for 3D Medical Images | Mar 28, 2022 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| Mugs: A Multi-Granular Self-Supervised Learning Framework | Mar 27, 2022 | Contrastive LearningSelf-Supervised Image Classification | 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 |
| Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation | Mar 26, 2022 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance Segmentation? | Mar 25, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Multi-scale and Cross-scale Contrastive Learning for Semantic Segmentation | Mar 25, 2022 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 |
| A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration | Mar 25, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| AziNorm: Exploiting the Radial Symmetry of Point Cloud for Azimuth-Normalized 3D Perception | Mar 24, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| Video Instance Segmentation via Multi-scale Spatio-temporal Split Attention Transformer | Mar 24, 2022 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Cross-Domain Few-Shot Semantic Segmentation | Mar 24, 2022 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Unsupervised Salient Object Detection with Spectral Cluster Voting | Mar 23, 2022 | ClusteringObject | 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 |
| Improving Generalization in Federated Learning by Seeking Flat Minima | Mar 22, 2022 | Domain GeneralizationFederated Learning | CodeCode Available | 1 |
| PaCa-ViT: Learning Patch-to-Cluster Attention in Vision Transformers | Mar 22, 2022 | Clusteringimage-classification | 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 |
| Dense Siamese Network for Dense Unsupervised Learning | Mar 21, 2022 | Self-Supervised LearningSemantic Segmentation | CodeCode Available | 1 |
| Robust Visual Tracking by Segmentation | Mar 21, 2022 | DecoderObject Tracking | CodeCode Available | 1 |
| Test-time Adaptation with Slot-Centric Models | Mar 21, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation | Mar 21, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation | Mar 21, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
