conftrace_

few-shot semantic segmentation

23 papers

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Co-occurring keywords

semantic segmentation (3186) few-shot learning (3398) prototype learning (405) transfer learning (5449) novel class (20) few-shot segmentation (58) generalized few-shot learning (6) query feature (6) vision-language model (2348) pixel classification (15)

Papers

Probabilistic Prototype Calibration of Vision-language Models for Generalized Few-shot Semantic Segmentation ICCV 2025
Object-level Correlation for Few-Shot Segmentation ICCV 2025
DSV-LFS: Unifying LLM-Driven Semantic Cues with Visual Features for Robust Few-Shot Segmentation CVPR 2025
Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation NIPS 2024
Aggregation and Purification: Dual Enhancement Network for Point Cloud Few-shot Segmentation IJCAI 2024
Unlocking the Potential of Pre-trained Vision Transformers for Few-Shot Semantic Segmentation through Relationship Descriptors CVPR 2024
Bridge the Points: Graph-based Few-shot Segment Anything Semantically NIPS 2024
A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation NIPS 2024
CGMGM: A Cross-Gaussian Mixture Generative Model for Few-Shot Semantic Segmentation AAAI 2024
Learning Orthogonal Prototypes for Generalized Few-Shot Semantic Segmentation CVPR 2023
MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation CVPR 2023
Learning Non-Target Knowledge for Few-Shot Semantic Segmentation CVPR 2022
MaskSplit: Self-Supervised Meta-Learning for Few-Shot Semantic Segmentation WACV 2022
Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation NIPS 2022
Iterative Few-shot Semantic Segmentation from Image Label Text IJCAI 2022
Learning from the Target: Dual Prototype Network for Few Shot Semantic Segmentation AAAI 2022
Remember the Difference: Cross-Domain Few-Shot Semantic Segmentation via Meta-Memory Transfer CVPR 2022
Weakly-Supervised Object Representation Learning for Few-Shot Semantic Segmentation WACV 2021
Scale-Aware Graph Neural Network for Few-Shot Semantic Segmentation CVPR 2021
Anti-Aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation CVPR 2021
Few-Shot Semantic Segmentation With Cyclic Memory Network ICCV 2021
Simpler Is Better: Few-Shot Semantic Segmentation With Classifier Weight Transformer ICCV 2021
Differentiable Meta-Learning Model for Few-Shot Semantic Segmentation AAAI 2020