| Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation | Apr 12, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Spatially Varying Label Smoothing: Capturing Uncertainty from Expert Annotations | Apr 12, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Bootstrapping Semantic Segmentation with Regional Contrast | Apr 9, 2021 | Contrastive LearningSegmentation | CodeCode Available | 1 |
| Context-self contrastive pretraining for crop type semantic segmentation | Apr 9, 2021 | Contrastive LearningSegmentation | CodeCode Available | 1 |
| End-to-end speaker segmentation for overlap-aware resegmentation | Apr 8, 2021 | Action DetectionActivity Detection | CodeCode Available | 1 |
| Progressive Semantic Segmentation | Apr 8, 2021 | GPULand Cover Classification | CodeCode Available | 1 |
| Stable deep neural network architectures for mitochondria segmentation on electron microscopy volumes | Apr 8, 2021 | HippocampusSegmentation | CodeCode Available | 1 |
| Contour Proposal Networks for Biomedical Instance Segmentation | Apr 7, 2021 | Blood Cell DetectionCell Detection | CodeCode Available | 1 |
| Spatial Feature Calibration and Temporal Fusion for Effective One-stage Video Instance Segmentation | Apr 6, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| One Thing One Click: A Self-Training Approach for Weakly Supervised 3D Semantic Segmentation | Apr 6, 2021 | 3D Semantic SegmentationRelation Network | CodeCode Available | 1 |
| InverseForm: A Loss Function for Structured Boundary-Aware Segmentation | Apr 6, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Adaptive Prototype Learning and Allocation for Few-Shot Segmentation | Apr 5, 2021 | ClusteringFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| FocusNetv2: Imbalanced Large and Small Organ Segmentation with Adversarial Shape Constraint for Head and Neck CT Images | Apr 5, 2021 | Organ SegmentationSegmentation | CodeCode Available | 1 |
| Robust Trust Region for Weakly Supervised Segmentation | Apr 5, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Hypercorrelation Squeeze for Few-Shot Segmentation | Apr 4, 2021 | Feature CorrelationFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Multi-Unit Directional Measures of Association: Moving Beyond Pairs of Words | Apr 3, 2021 | Segmentation | CodeCode Available | 1 |
| Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation | Apr 2, 2021 | ObjectSegmentation | CodeCode Available | 1 |
| Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective | Mar 31, 2021 | Contrastive LearningObject | CodeCode Available | 1 |
| Weakly-Supervised Image Semantic Segmentation Using Graph Convolutional Networks | Mar 31, 2021 | SegmentationWeakly-Supervised Semantic Segmentation | CodeCode Available | 1 |
| FAPIS: A Few-shot Anchor-free Part-based Instance Segmenter | Mar 31, 2021 | Few-shot Instance SegmentationFew-Shot Learning | CodeCode Available | 1 |
| Multi-View Radar Semantic Segmentation | Mar 30, 2021 | Autonomous Drivingobject-detection | CodeCode Available | 1 |
| Self-Guided and Cross-Guided Learning for Few-Shot Segmentation | Mar 30, 2021 | Few-Shot Semantic SegmentationImage Segmentation | CodeCode Available | 1 |
| Distribution Alignment: A Unified Framework for Long-tail Visual Recognition | Mar 30, 2021 | General Classificationimage-classification | CodeCode Available | 1 |
| HAD-Net: A Hierarchical Adversarial Knowledge Distillation Network for Improved Enhanced Tumour Segmentation Without Post-Contrast Images | Mar 30, 2021 | Knowledge DistillationSegmentation | CodeCode Available | 1 |
| Is segmentation uncertainty useful? | Mar 30, 2021 | Active LearningImage Segmentation | CodeCode Available | 1 |
| Boundary IoU: Improving Object-Centric Image Segmentation Evaluation | Mar 30, 2021 | Image SegmentationObject | CodeCode Available | 1 |
| Enhanced Boundary Learning for Glass-like Object Segmentation | Mar 29, 2021 | DecoderObject | CodeCode Available | 1 |
| Automated freezing of gait assessment with marker-based motion capture and multi-stage spatial-temporal graph convolutional neural networks | Mar 29, 2021 | Action SegmentationSegmentation | CodeCode Available | 1 |
| CateNorm: Categorical Normalization for Robust Medical Image Segmentation | Mar 29, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Labels4Free: Unsupervised Segmentation using StyleGAN | Mar 27, 2021 | Segmentation | CodeCode Available | 1 |
| Panoptic-PolarNet: Proposal-free LiDAR Point Cloud Panoptic Segmentation | Mar 27, 2021 | ClusteringInstance Segmentation | CodeCode Available | 1 |
| Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation | Mar 26, 2021 | ObjectSegmentation | CodeCode Available | 1 |
| Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings | Mar 26, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Evidential fully convolutional network for semantic segmentation | Mar 25, 2021 | DecoderScene Parsing | CodeCode Available | 1 |
| Learning Part Segmentation through Unsupervised Domain Adaptation from Synthetic Vehicles | Mar 25, 2021 | Domain AdaptationGeometric Matching | CodeCode Available | 1 |
| Video Instance Segmentation with a Propose-Reduce Paradigm | Mar 25, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| OFFSEG: A Semantic Segmentation Framework For Off-Road Driving | Mar 23, 2021 | Scene UnderstandingSegmentation | CodeCode Available | 1 |
| Adversarial Feature Augmentation and Normalization for Visual Recognition | Mar 22, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| CFPNet: Channel-wise Feature Pyramid for Real-Time Semantic Segmentation | Mar 22, 2021 | Autonomous DrivingGPU | CodeCode Available | 1 |
| MONAIfbs: MONAI-based fetal brain MRI deep learning segmentation | Mar 21, 2021 | Brain SegmentationDeep Learning | CodeCode Available | 1 |
| Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation | Mar 20, 2021 | Action SegmentationClustering | CodeCode Available | 1 |
| Video Class Agnostic Segmentation Benchmark for Autonomous Driving | Mar 19, 2021 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 |
| A Location-Sensitive Local Prototype Network for Few-Shot Medical Image Segmentation | Mar 18, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Investigate Indistinguishable Points in Semantic Segmentation of 3D Point Cloud | Mar 18, 2021 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Track to Detect and Segment: An Online Multi-Object Tracker | Mar 16, 2021 | 3D Multi-Object TrackingInstance Segmentation | CodeCode Available | 1 |
| BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation | Mar 16, 2021 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| A Large-Scale Dataset for Benchmarking Elevator Button Segmentation and Character Recognition | Mar 16, 2021 | BenchmarkingPosition | CodeCode Available | 1 |
| Combining Morphological and Histogram based Text Line Segmentation in the OCR Context | Mar 16, 2021 | Optical Character RecognitionOptical Character Recognition (OCR) | CodeCode Available | 1 |
| Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation | Mar 16, 2021 | Adversarial AttackObject | CodeCode Available | 1 |
| LRGNet: Learnable Region Growing for Class-Agnostic Point Cloud Segmentation | Mar 16, 2021 | Instance SegmentationMORPH | CodeCode Available | 1 |
