| Amodal Cityscapes: A New Dataset, its Generation, and an Amodal Semantic Segmentation Challenge Baseline | Jun 1, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| PanopticDepth: A Unified Framework for Depth-aware Panoptic Segmentation | Jun 1, 2022 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Differentiable Soft-Masked Attention | Jun 1, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| PaGO-LOAM: Robust Ground-Optimized LiDAR Odometry | Jun 1, 2022 | Segmentation | CodeCode Available | 1 |
| Progressive Multi-scale Consistent Network for Multi-class Fundus Lesion Segmentation | May 31, 2022 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| ViT-BEVSeg: A Hierarchical Transformer Network for Monocular Birds-Eye-View Segmentation | May 31, 2022 | DecoderSegmentation | CodeCode Available | 1 |
| Deep Sensor Fusion with Pyramid Fusion Networks for 3D Semantic Segmentation | May 26, 2022 | 3D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 |
| SemAffiNet: Semantic-Affine Transformation for Point Cloud Segmentation | May 26, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Deep Gradient Learning for Efficient Camouflaged Object Detection | May 25, 2022 | Defect DetectionObject | CodeCode Available | 1 |
| UniInst: Unique Representation for End-to-End Instance Segmentation | May 25, 2022 | Instance SegmentationRe-Ranking | CodeCode Available | 1 |
| Decoder Denoising Pretraining for Semantic Segmentation | May 23, 2022 | DecoderDenoising | CodeCode Available | 1 |
| Self-supervised 3D anatomy segmentation using self-distilled masked image transformer (SMIT) | May 20, 2022 | AnatomyImage Segmentation | CodeCode Available | 1 |
| UCC: Uncertainty guided Cross-head Co-training for Semi-Supervised Semantic Segmentation | May 20, 2022 | DiversitySegmentation | CodeCode Available | 1 |
| HCFormer: Unified Image Segmentation with Hierarchical Clustering | May 20, 2022 | ClusteringImage Segmentation | CodeCode Available | 1 |
| 3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation | May 19, 2022 | DecoderHippocampus | CodeCode Available | 1 |
| Transformer based multiple instance learning for weakly supervised histopathology image segmentation | May 18, 2022 | Image SegmentationMultiple Instance Learning | CodeCode Available | 1 |
| blob loss: instance imbalance aware loss functions for semantic segmentation | May 17, 2022 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation | May 17, 2022 | Anomaly SegmentationFew-Shot Learning | CodeCode Available | 1 |
| Unsupervised Segmentation in Real-World Images via Spelke Object Inference | May 17, 2022 | Image SegmentationOptical Flow Estimation | CodeCode Available | 1 |
| Test-Time Adaptation with Shape Moments for Image Segmentation | May 16, 2022 | Cardiac SegmentationDomain Adaptation | CodeCode Available | 1 |
| Self-supervised Assisted Active Learning for Skin Lesion Segmentation | May 14, 2022 | Active LearningDiversity | CodeCode Available | 1 |
| Scribble2D5: Weakly-Supervised Volumetric Image Segmentation via Scribble Annotations | May 13, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images | May 12, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Delving into High-Quality Synthetic Face Occlusion Segmentation Datasets | May 12, 2022 | SegmentationSynthetic Data Generation | CodeCode Available | 1 |
| Learning Non-target Knowledge for Few-shot Semantic Segmentation | May 10, 2022 | Contrastive LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 |
