| A Self-Distillation Embedded Supervised Affinity Attention Model for Few-Shot Segmentation | Aug 14, 2021 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Learning to Segment Medical Images from Few-Shot Sparse Labels | Aug 12, 2021 | Few-Shot Semantic SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer | Aug 6, 2021 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Learning Meta-class Memory for Few-Shot Semantic Segmentation | Aug 6, 2021 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Boosting Few-shot Semantic Segmentation with Transformers | Aug 4, 2021 | Few-Shot Semantic SegmentationSegmentation | —Unverified | 0 |
| Scale-Aware Graph Neural Network for Few-Shot Semantic Segmentation | Jun 19, 2021 | Few-Shot Semantic SegmentationGraph Neural Network | CodeCode Available | 0 |
| Few-Shot Segmentation via Cycle-Consistent Transformer | Jun 4, 2021 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Anti-aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation | Jun 1, 2021 | Few-Shot LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Attentional Prototype Inference for Few-Shot Segmentation | May 14, 2021 | Bayesian InferenceFew-Shot Semantic Segmentation | CodeCode Available | 0 |
| SCNet: Enhancing Few-Shot Semantic Segmentation by Self-Contrastive Background Prototypes | Apr 19, 2021 | Few-Shot Semantic SegmentationMetric Learning | —Unverified | 0 |
| Adaptive Prototype Learning and Allocation for Few-Shot Segmentation | Apr 5, 2021 | ClusteringFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Hypercorrelation Squeeze for Few-Shot Segmentation | Apr 4, 2021 | Feature CorrelationFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Self-Guided and Cross-Guided Learning for Few-Shot Segmentation | Mar 30, 2021 | Few-Shot Semantic SegmentationImage Segmentation | CodeCode Available | 1 |
| Mining Latent Classes for Few-shot Segmentation | Mar 29, 2021 | Few-Shot Semantic Segmentation | CodeCode Available | 1 |
| Harmonic Feature Activation for Few-Shot Semantic Segmentation | Feb 17, 2021 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Hypercorrelation Squeeze for Few-Shot Segmenation | Jan 1, 2021 | Feature CorrelationFew-Shot Semantic Segmentation | —Unverified | 0 |
| Few-Shot Semantic Segmentation With Cyclic Memory Network | Jan 1, 2021 | Few-Shot Semantic SegmentationSemantic Segmentation | —Unverified | 0 |
| Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? | Dec 11, 2020 | AllFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Prototype-based Incremental Few-Shot Semantic Segmentation | Nov 30, 2020 | Few-Shot Semantic SegmentationIncremental Learning | CodeCode Available | 1 |
| Generalized Few-shot Semantic Segmentation | Oct 11, 2020 | Few-Shot Semantic SegmentationGeneralized Few-Shot Semantic Segmentation | CodeCode Available | 1 |
| SML: Semantic Meta-learning for Few-shot Semantic Segmentation | Sep 14, 2020 | Few-Shot Semantic SegmentationMeta-Learning | —Unverified | 0 |
| Prototype Mixture Models for Few-shot Semantic Segmentation | Aug 10, 2020 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Prior Guided Feature Enrichment Network for Few-Shot Segmentation | Aug 4, 2020 | Few-Shot Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Few-Shot Semantic Segmentation with Democratic Attention Networks | Aug 1, 2020 | Few-Shot Semantic SegmentationGraph Attention | —Unverified | 0 |
| Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation | Jul 20, 2020 | Cardiac SegmentationFew-Shot Semantic Segmentation | CodeCode Available | 1 |
