Image de couverture de livre

Boosting Few-Shot Segmentation via Instance-Aware Data Augmentation and Local Consensus Guided Cross Attention

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Guo, Li, Liu, Haoming, Xia, Yuxuan, Zhang, Chengyu, Lu, Xiaochen
Format:	Preprint
Publié:	2024
Sujets:	Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation
par: Gao, Bin-Bin, et autres
Publié: (2025)

Boosting SAM for Cross-Domain Few-Shot Segmentation via Conditional Point Sparsification
par: Nie, Jiahao, et autres
Publié: (2026)

Few-Shot Learning for Annotation-Efficient Nucleus Instance Segmentation
par: Ming, Yu, et autres
Publié: (2024)

Delta-K: Boosting Multi-Instance Generation via Cross-Attention Augmentation
par: Wang, Zitong, et autres
Publié: (2026)

Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation
par: Han, Yue, et autres
Publié: (2023)

Few-Shot Referring Video Single- and Multi-Object Segmentation via Cross-Modal Affinity with Instance Sequence Matching
par: Liu, Heng, et autres
Publié: (2025)

Image to Pseudo-Episode: Boosting Few-Shot Segmentation by Unlabeled Data
par: Zhang, Jie, et autres
Publié: (2024)

Boosting Few-Shot Semantic Segmentation Via Segment Anything Model
par: Feng, Chen-Bin, et autres
Publié: (2024)

SAM-IF: Leveraging SAM for Incremental Few-Shot Instance Segmentation
par: Zhou, Xudong, et autres
Publié: (2024)

Boosting Few-Shot Learning via Attentive Feature Regularization
par: Zhu, Xingyu, et autres
Publié: (2024)

Cross-Domain Few-Shot Segmentation via Multi-view Progressive Adaptation
par: Nie, Jiahao, et autres
Publié: (2026)

Few-Shot Segmentation with Global and Local Contrastive Learning
par: Liu, Weide, et autres
Publié: (2021)

Video-to-Task Learning via Motion-Guided Attention for Few-Shot Action Recognition
par: Guo, Hanyu, et autres
Publié: (2024)

Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation
par: Su, Jiapeng, et autres
Publié: (2024)

Boosting Unsupervised Video Instance Segmentation with Automatic Quality-Guided Self-Training
par: Lu, Kaixuan, et autres
Publié: (2025)

SAM-Aware Graph Prompt Reasoning Network for Cross-Domain Few-Shot Segmentation
par: Peng, Shi-Feng, et autres
Publié: (2024)

Prototypical Learning Guided Context-Aware Segmentation Network for Few-Shot Anomaly Detection
par: Jiang, Yuxin, et autres
Publié: (2025)

Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining
par: Nie, Jiahao, et autres
Publié: (2024)

Adaptive Attention Distillation for Robust Few-Shot Segmentation under Environmental Perturbations
par: Guo, Qianyu, et autres
Publié: (2026)

Multi-Text Guided Few-Shot Semantic Segmentation
par: Jiao, Qiang, et autres
Publié: (2025)

Few-Shot Medical Image Segmentation with Large Kernel Attention
par: Wu, Xiaoxiao, et autres
Publié: (2024)

Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation
par: Chen, Jiayi, et autres
Publié: (2024)

UIFormer: A Unified Transformer-based Framework for Incremental Few-Shot Object Detection and Instance Segmentation
par: Zhang, Chengyuan, et autres
Publié: (2024)

SynPo: Boosting Training-Free Few-Shot Medical Segmentation via High-Quality Negative Prompts
par: Liu, Yufei, et autres
Publié: (2025)

Cross-Domain Few-Shot Segmentation via Ordinary Differential Equations over Time Intervals
par: Ni, Huan, et autres
Publié: (2025)

SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning
par: Lai, Jinxiang, et autres
Publié: (2023)

LDCA: Local Descriptors with Contextual Augmentation for Few-Shot Learning
par: Wang, Maofa, et autres
Publié: (2024)

MOVE: Motion-Guided Few-Shot Video Object Segmentation
par: Ying, Kaining, et autres
Publié: (2025)

MaskDiff: Modeling Mask Distribution with Diffusion Probabilistic Model for Few-Shot Instance Segmentation
par: Le, Minh-Quan, et autres
Publié: (2023)

Attention-Enhanced Prototypical Learning for Few-Shot Infrastructure Defect Segmentation
par: Thrainer, Christina, et autres
Publié: (2025)

Textual and Visual Guided Task Adaptation for Source-Free Cross-Domain Few-Shot Segmentation
par: Liu, Jianming, et autres
Publié: (2025)

Harnessing the Power of Local Representations for Few-Shot Classification
par: Tang, Shi, et autres
Publié: (2024)

Hybrid Mamba for Few-Shot Segmentation
par: Xu, Qianxiong, et autres
Publié: (2024)

PhotoDoodle: Learning Artistic Image Editing from Few-Shot Pairwise Data
par: Huang, Shijie, et autres
Publié: (2025)

Divide-and-Conquer Decoupled Network for Cross-Domain Few-Shot Segmentation
par: Cong, Runmin, et autres
Publié: (2025)

Towards Understanding Cross and Self-Attention in Stable Diffusion for Text-Guided Image Editing
par: Liu, Bingyan, et autres
Publié: (2024)

MV-Adapter: Enhancing Underwater Instance Segmentation via Adaptive Channel Attention
par: Liu, Lianjun
Publié: (2024)

Multiplane Prior Guided Few-Shot Aerial Scene Rendering
par: Gao, Zihan, et autres
Publié: (2024)

InstanceAssemble: Layout-Aware Image Generation via Instance Assembling Attention
par: Xiang, Qiang, et autres
Publié: (2025)

Cross-Instance Gaussian Splatting Registration via Geometry-Aware Feature-Guided Alignment
par: Amoyal, Roy, et autres
Publié: (2026)