| One-Shot Learning for Semantic Segmentation | Sep 11, 2017 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| One-Shot Transfer of Affordance Regions? AffCorrs! | Sep 15, 2022 | ObjectOne-Shot Instance Segmentation | CodeCode Available | 1 | 5 |
| End-to-end One-shot Human Parsing | May 4, 2021 | Human ParsingMetric Learning | CodeCode Available | 1 | 5 |
| Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis | Jun 9, 2022 | One-Shot SegmentationRepresentation Learning | CodeCode Available | 1 | 5 |
| One-Shot Synthesis of Images and Segmentation Masks | Sep 15, 2022 | Data AugmentationImage Generation | CodeCode Available | 1 | 5 |
| Non-Adversarial Learning: Vector-Quantized Common Latent Space for Multi-Sequence MRI | Jul 3, 2024 | BraTS2021Contrastive Learning | CodeCode Available | 1 | 5 |
| DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency | Apr 16, 2025 | Few-Shot LearningInteractive Segmentation | CodeCode Available | 1 | 5 |
| BriNet: Towards Bridging the Intra-class and Inter-class Gaps in One-Shot Segmentation | Aug 14, 2020 | One-Shot Segmentation | CodeCode Available | 1 | 5 |
| Deep ContourFlow: Advancing Active Contours with Deep Learning | Jul 15, 2024 | Deep LearningImage Segmentation | CodeCode Available | 1 | 5 |
| One-shot Weakly-Supervised Segmentation in Medical Images | Nov 21, 2021 | DenoisingImage Segmentation | CodeCode Available | 1 | 5 |
