| AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation | Oct 24, 2021 | Optical Flow EstimationSegmentation | CodeCode Available | 1 |
| MaskSplit: Self-supervised Meta-learning for Few-shot Semantic Segmentation | Oct 23, 2021 | Few-Shot LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited Labels | Oct 23, 2021 | Decoderimage-classification | CodeCode Available | 1 |
| Multi-Domain Incremental Learning for Semantic Segmentation | Oct 23, 2021 | Incremental LearningScene Segmentation | CodeCode Available | 1 |
| Reimagine BiSeNet for Real-Time Domain Adaptation in Semantic Segmentation | Oct 22, 2021 | Domain AdaptationReal-Time Semantic Segmentation | CodeCode Available | 1 |
| UVO Challenge on Video-based Open-World Segmentation 2021: 1st Place Solution | Oct 22, 2021 | Instance SegmentationOptical Flow Estimation | CodeCode Available | 1 |
| CeyMo: See More on Roads -- A Novel Benchmark Dataset for Road Marking Detection | Oct 22, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| PlaneRecNet: Multi-Task Learning with Cross-Task Consistency for Piece-Wise Plane Detection and Reconstruction from a Single RGB Image | Oct 21, 2021 | DecoderDepth Estimation | CodeCode Available | 1 |
| Transfer beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation | Oct 21, 2021 | Autonomous VehiclesDomain Adaptation | CodeCode Available | 1 |
| OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data | Oct 20, 2021 | 3D Semantic SegmentationLiver Segmentation | CodeCode Available | 1 |
| 1st Place Solution for the UVO Challenge on Image-based Open-World Segmentation 2021 | Oct 19, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| Mask-aware IoU for Anchor Assignment in Real-time Instance Segmentation | Oct 19, 2021 | Instance SegmentationReal-time Instance Segmentation | CodeCode Available | 1 |
| Self-Supervised Monocular Depth Estimation with Internal Feature Fusion | Oct 18, 2021 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| FEANet: Feature-Enhanced Attention Network for RGB-Thermal Real-time Semantic Segmentation | Oct 18, 2021 | Real-Time Semantic SegmentationSegmentation | CodeCode Available | 1 |
| DBSegment: Fast and robust segmentation of deep brain structures -- Evaluation of transportability across acquisition domains | Oct 18, 2021 | Brain SegmentationSegmentation | CodeCode Available | 1 |
| Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation | Oct 17, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation | Oct 17, 2021 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| ASFormer: Transformer for Action Segmentation | Oct 16, 2021 | Action SegmentationDecoder | CodeCode Available | 1 |
| Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast | Oct 14, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Multi-Layer Pseudo-Supervision for Histopathology Tissue Semantic Segmentation using Patch-level Classification Labels | Oct 14, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Domain Adaptive Semantic Segmentation without Source Data | Oct 13, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Satellite Image Semantic Segmentation | Oct 12, 2021 | 2D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Continuous Conditional Random Field Convolution for Point Cloud Segmentation | Oct 12, 2021 | Image SegmentationPoint Cloud Segmentation | CodeCode Available | 1 |
| MD Loss: Efficient Training of 3D Seismic Fault Segmentation Network under Sparse Labels by Weakening Anomaly Annotation | Oct 11, 2021 | Fault DetectionImage Segmentation | CodeCode Available | 1 |
| Prior Attention Network for Multi-Lesion Segmentation in Medical Images | Oct 10, 2021 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
