| DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency | Apr 16, 2025 | Few-Shot LearningInteractive Segmentation | CodeCode Available | 1 |
| Deep ContourFlow: Advancing Active Contours with Deep Learning | Jul 15, 2024 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Non-Adversarial Learning: Vector-Quantized Common Latent Space for Multi-Sequence MRI | Jul 3, 2024 | BraTS2021Contrastive Learning | CodeCode Available | 1 |
| SEGIC: Unleashing the Emergent Correspondence for In-Context Segmentation | Nov 24, 2023 | Meta-LearningOne-Shot Segmentation | CodeCode Available | 1 |
| One-Shot Synthesis of Images and Segmentation Masks | Sep 15, 2022 | Data AugmentationImage Generation | CodeCode Available | 1 |
| One-Shot Transfer of Affordance Regions? AffCorrs! | Sep 15, 2022 | ObjectOne-Shot Instance Segmentation | CodeCode Available | 1 |
| Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis | Jun 9, 2022 | One-Shot SegmentationRepresentation Learning | CodeCode Available | 1 |
| Image Segmentation Using Text and Image Prompts | Dec 18, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| One-shot Weakly-Supervised Segmentation in Medical Images | Nov 21, 2021 | DenoisingImage Segmentation | CodeCode Available | 1 |
| End-to-end One-shot Human Parsing | May 4, 2021 | Human ParsingMetric Learning | CodeCode Available | 1 |
