conftrace_

few-shot segmentation

58 papers

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Also known as

FSS

Co-occurring keywords

semantic segmentation (3186) few-shot learning (3398) prototype learning (405) image segmentation (971) attention mechanism (4001) cross-domain adaptation (112) medical image segmentation (351) domain adaptation (4595) segment anything model (118) novel class (20)

Papers

Addressing Background Context Bias in Few-Shot Segmentation through Iterative Modulation CVPR 2024
Pixel Matching Network for Cross-Domain Few-Shot Segmentation WACV 2024
FGNet: Towards Filling the Intra-class and Inter-class Gaps for Few-shot Segmentation IJCAI 2023
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation CVPR 2023
Rethinking Few-Shot Medical Segmentation: A Vector Quantization View CVPR 2023
Rethinking the Correlation in Few-Shot Segmentation: A Buoys View CVPR 2023
MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation CVPR 2023
Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation NIPS 2023
Few-Shot Medical Image Segmentation With Cycle-Resemblance Attention WACV 2023
Self-Calibrated Cross Attention Network for Few-Shot Segmentation ICCV 2023
Robust One-Shot Segmentation of Brain Tissues via Image-Aligned Style Transformation AAAI 2023
Elimination of Non-Novel Segments at Multi-Scale for Few-Shot Segmentation WACV 2023
Dual Meta-Learning with Longitudinally Consistent Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan ICCV 2023
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation IJCAI 2022
GanOrCon: Are Generative Models Useful for Few-Shot Segmentation? CVPR 2022
Mask Matching Transformer for Few-Shot Segmentation NIPS 2022
Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning NIPS 2022
Feature-Proxy Transformer for Few-Shot Segmentation NIPS 2022
Learning What Not To Segment: A New Perspective on Few-Shot Segmentation CVPR 2022
Integrative Few-Shot Learning for Classification and Segmentation CVPR 2022
CATrans: Context and Affinity Transformer for Few-Shot Segmentation IJCAI 2022
Few-Shot Segmentation via Cycle-Consistent Transformer NIPS 2021
Adaptive Prototype Learning and Allocation for Few-Shot Segmentation CVPR 2021
Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? CVPR 2021
Self-Guided and Cross-Guided Learning for Few-Shot Segmentation CVPR 2021