| Masked Cross-image Encoding for Few-shot Segmentation | Aug 22, 2023 | Few-Shot Semantic Segmentation | —Unverified | 0 |
| Self-Calibrated Cross Attention Network for Few-Shot Segmentation | Aug 18, 2023 | Few-Shot Semantic Segmentation | CodeCode Available | 1 |
| Visual and Textual Prior Guided Mask Assemble for Few-Shot Segmentation and Beyond | Aug 15, 2023 | Few-Shot Semantic SegmentationSegmentation | —Unverified | 0 |
| Prototypical Kernel Learning and Open-set Foreground Perception for Generalized Few-shot Semantic Segmentation | Aug 9, 2023 | Few-Shot Semantic SegmentationGeneralized Few-Shot Semantic Segmentation | —Unverified | 0 |
| FGNet: Towards Filling the Intra-class and Inter-class Gaps for Few-shot Segmentation | Aug 1, 2023 | Few-Shot Semantic Segmentation | —Unverified | 0 |
| Self-supervised Few-shot Learning for Semantic Segmentation: An Annotation-free Approach | Jul 26, 2023 | Few-Shot LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Dense Affinity Matching for Few-Shot Segmentation | Jul 17, 2023 | Few-Shot Semantic Segmentation | —Unverified | 0 |
| DifFSS: Diffusion Model for Few-Shot Semantic Segmentation | Jul 3, 2023 | Few-Shot Semantic SegmentationImage Generation | CodeCode Available | 1 |
| Hierarchical Dense Correlation Distillation for Few-Shot Segmentation-Extended Abstract | Jun 27, 2023 | Few-Shot Semantic SegmentationSegmentation | —Unverified | 0 |
| Unsupervised augmentation optimization for few-shot medical image segmentation | Jun 8, 2023 | AnatomyFew-Shot Semantic Segmentation | —Unverified | 0 |
| Reflection Invariance Learning for Few-shot Semantic Segmentation | Jun 1, 2023 | Few-Shot Semantic SegmentationSegmentation | —Unverified | 0 |
| MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation | May 23, 2023 | Few-Shot Semantic SegmentationGeneral Knowledge | CodeCode Available | 1 |
| Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching | May 22, 2023 | AllFew-Shot Semantic Segmentation | CodeCode Available | 2 |
| Advancing Incremental Few-shot Semantic Segmentation via Semantic-guided Relation Alignment and Adaptation | May 18, 2023 | Few-Shot Semantic SegmentationIncremental Learning | —Unverified | 0 |
| Quaternion-valued Correlation Learning for Few-Shot Semantic Segmentation | May 12, 2023 | Few-Shot Semantic SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Clustered-patch Element Connection for Few-shot Learning | Apr 20, 2023 | Few-Shot LearningFew-Shot Semantic Segmentation | CodeCode Available | 0 |
| [CLS] Token is All You Need for Zero-Shot Semantic Segmentation | Apr 13, 2023 | AllFew-Shot Semantic Segmentation | —Unverified | 0 |
| Few Shot Semantic Segmentation: a review of methodologies, benchmarks, and open challenges | Apr 12, 2023 | Autonomous DrivingFew-Shot Learning | —Unverified | 0 |
| ForamViT-GAN: Exploring New Paradigms in Deep Learning for Micropaleontological Image Analysis | Apr 9, 2023 | BenchmarkingDeep Learning | —Unverified | 0 |
| SegGPT: Segmenting Everything In Context | Apr 6, 2023 | Few-Shot Semantic SegmentationIn-Context Learning | CodeCode Available | 4 |
| Hierarchical Dense Correlation Distillation for Few-Shot Segmentation | Mar 26, 2023 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Harmonizing Base and Novel Classes: A Class-Contrastive Approach for Generalized Few-Shot Segmentation | Mar 24, 2023 | Few-Shot Semantic SegmentationGeneralized Few-Shot Semantic Segmentation | CodeCode Available | 0 |
| Iterative Few-shot Semantic Segmentation from Image Label Text | Mar 10, 2023 | Few-Shot Semantic SegmentationLanguage Modeling | CodeCode Available | 1 |
| A Language-Guided Benchmark for Weakly Supervised Open Vocabulary Semantic Segmentation | Feb 27, 2023 | Few-Shot Semantic SegmentationLanguage Modelling | CodeCode Available | 0 |
| Few-shot 3D LiDAR Semantic Segmentation for Autonomous Driving | Feb 17, 2023 | Autonomous DrivingFew-Shot Learning | —Unverified | 0 |
| FECANet: Boosting Few-Shot Semantic Segmentation with Feature-Enhanced Context-Aware Network | Jan 19, 2023 | Few-Shot Semantic Segmentation | CodeCode Available | 1 |
| Few-shot Semantic Segmentation with Support-induced Graph Convolutional Network | Jan 9, 2023 | Few-Shot Semantic Segmentation | —Unverified | 0 |
| SegGPT: Towards Segmenting Everything in Context | Jan 1, 2023 | Few-Shot Semantic SegmentationIn-Context Learning | —Unverified | 0 |
| MSI: Maximize Support-Set Information for Few-Shot Segmentation | Dec 9, 2022 | Few-Shot Semantic Segmentation | CodeCode Available | 0 |
| Mask Matching Transformer for Few-Shot Segmentation | Dec 5, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Prototype as Query for Few Shot Semantic Segmentation | Nov 27, 2022 | Few-Shot Semantic Segmentation | CodeCode Available | 1 |
| A Strong Baseline for Generalized Few-Shot Semantic Segmentation | Nov 25, 2022 | Few-Shot Semantic SegmentationGeneralized Few-Shot Semantic Segmentation | CodeCode Available | 1 |
| Progressively Dual Prior Guided Few-shot Semantic Segmentation | Nov 20, 2022 | Few-Shot Semantic SegmentationSegmentation | —Unverified | 0 |
| Interclass Prototype Relation for Few-Shot Segmentation | Nov 16, 2022 | Few-Shot Semantic SegmentationRelation | —Unverified | 0 |
| PatchRefineNet: Improving Binary Segmentation by Incorporating Signals from Optimal Patch-wise Binarization | Nov 12, 2022 | BinarizationFew-Shot Semantic Segmentation | CodeCode Available | 0 |
| Self-Regularized Prototypical Network for Few-Shot Semantic Segmentation | Oct 30, 2022 | Few-Shot Semantic SegmentationSegmentation | —Unverified | 0 |
| Prediction Calibration for Generalized Few-shot Semantic Segmentation | Oct 15, 2022 | Few-Shot Semantic SegmentationGeneralized Few-Shot Semantic Segmentation | —Unverified | 0 |
| Feature-Proxy Transformer for Few-Shot Segmentation | Oct 13, 2022 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation | Oct 13, 2022 | Few-Shot Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Bidirectional Feature Globalization for Few-shot Semantic Segmentation of 3D Point Cloud Scenes | Aug 13, 2022 | Few-Shot Semantic SegmentationMetric Learning | —Unverified | 0 |
| Doubly Deformable Aggregation of Covariance Matrices for Few-shot Segmentation | Jul 30, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Incremental Few-Shot Semantic Segmentation via Embedding Adaptive-Update and Hyper-class Representation | Jul 26, 2022 | Few-Shot Semantic SegmentationSegmentation | —Unverified | 0 |
| Self-Support Few-Shot Semantic Segmentation | Jul 23, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation | Jul 22, 2022 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation | Jul 18, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| MSANet: Multi-Similarity and Attention Guidance for Boosting Few-Shot Segmentation | Jun 20, 2022 | Few-Shot Semantic SegmentationMeta-Learning | CodeCode Available | 1 |
| Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning | Jun 13, 2022 | Few-Shot Semantic Segmentation | CodeCode Available | 1 |
| Learning Non-target Knowledge for Few-shot Semantic Segmentation | May 10, 2022 | Contrastive LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation | Apr 22, 2022 | Few-Shot Semantic SegmentationSemantic Segmentation | —Unverified | 0 |
| Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation | Apr 21, 2022 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 |
