Cover Image

Inter- and Intra-image Refinement for Few Shot Segmentation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Fu, Ourui, He, Hangzhou, Li, Kaiwen, Zhang, Xinliang, Zhu, Lei, Zeng, Shuang, Xie, Zhaoheng, Lu, Yanye
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Exploiting Inherent Class Label: Towards Robust Scribble Supervised Semantic Segmentation
by: Zhang, Xinliang, et al.
Published: (2025)

SuperCL: Superpixel Guided Contrastive Learning for Medical Image Segmentation Pre-training
by: Zeng, Shuang, et al.
Published: (2025)

Chat-CBM: Towards Interactive Concept Bottleneck Models with Frozen Large Language Models
by: He, Hangzhou, et al.
Published: (2025)

AdaTok: Adaptive Token Compression with Object-Aware Representations for Efficient Multimodal LLMs
by: Zhang, Xinliang, et al.
Published: (2025)

Low-Rank Mixture-of-Experts for Continual Medical Image Segmentation
by: Chen, Qian, et al.
Published: (2024)

Scribble Hides Class: Promoting Scribble-Based Weakly-Supervised Semantic Segmentation with Its Class Label
by: Zhang, Xinliang, et al.
Published: (2024)

V2C-CBM: Building Concept Bottlenecks with Vision-to-Concept Tokenizer
by: He, Hangzhou, et al.
Published: (2025)

Bridging Information Asymmetry: A Hierarchical Framework for Deterministic Blind Face Restoration
by: Yao, Zhengjian, et al.
Published: (2026)

Improve Retinal Artery/Vein Classification via Channel Couplin
by: Zeng, Shuang, et al.
Published: (2025)

Training-free Test-time Improvement for Explainable Medical Image Classification
by: He, Hangzhou, et al.
Published: (2025)

Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-training
by: Zeng, Shuang, et al.
Published: (2023)

RADA: Region-Aware Dual-encoder Auxiliary learning for Barely-supervised Medical Image Segmentation
by: Zeng, Shuang, et al.
Published: (2026)

Novel Extraction of Discriminative Fine-Grained Feature to Improve Retinal Vessel Segmentation
by: Zeng, Shuang, et al.
Published: (2025)

Enhancing Image Restoration Transformer via Adaptive Translation Equivariance
by: Hu, JiaKui, et al.
Published: (2025)

Geometry-as-context: Modulating Explicit 3D in Scene-consistent Video Generation to Geometry Context
by: Hu, JiaKui, et al.
Published: (2026)

Beyond Text: Frozen Large Language Models in Visual Signal Comprehension
by: Zhu, Lei, et al.
Published: (2024)

Intra-task Mutual Attention based Vision Transformer for Few-Shot Learning
by: Jiang, Weihao, et al.
Published: (2024)

Hybrid Mamba for Few-Shot Segmentation
by: Xu, Qianxiong, et al.
Published: (2024)

Object-level Correlation for Few-Shot Segmentation
by: Wen, Chunlin, et al.
Published: (2025)

Scaling the Codebook Size of VQGAN to 100,000 with a Utilization Rate of 99%
by: Zhu, Lei, et al.
Published: (2024)

3D Hand Reconstruction via Aggregating Intra and Inter Graphs Guided by Prior Knowledge for Hand-Object Interaction Scenario
by: Shuang, Feng, et al.
Published: (2024)

IIDM: Inter and Intra-domain Mixing for Semi-supervised Domain Adaptation in Semantic Segmentation
by: Fu, Weifu, et al.
Published: (2023)

High-Performance Few-Shot Segmentation with Foundation Models: An Empirical Study
by: Chang, Shijie, et al.
Published: (2024)

GaitSTR: Gait Recognition with Sequential Two-stream Refinement
by: Zheng, Wanrong, et al.
Published: (2024)

Judging from Support-set: A New Way to Utilize Few-Shot Segmentation for Segmentation Refinement Process
by: Moon, Seonghyeon, et al.
Published: (2024)

Cross-Domain Few-Shot Segmentation via Multi-view Progressive Adaptation
by: Nie, Jiahao, et al.
Published: (2026)

SAM-IF: Leveraging SAM for Incremental Few-Shot Instance Segmentation
by: Zhou, Xudong, et al.
Published: (2024)

Enhancing Few-Shot Out-of-Distribution Detection via the Refinement of Foreground and Background
by: Li, Tianyu, et al.
Published: (2026)

Unlocking the Power of SAM 2 for Few-Shot Segmentation
by: Xu, Qianxiong, et al.
Published: (2025)

DuetFair: Coupling Inter- and Intra-Subgroup Robustness for Fair Medical Image Segmentation
by: Tian, Yiqi, et al.
Published: (2026)

Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation
by: Su, Jiapeng, et al.
Published: (2024)

UIFormer: A Unified Transformer-based Framework for Incremental Few-Shot Object Detection and Instance Segmentation
by: Zhang, Chengyuan, et al.
Published: (2024)

SD-FSMIS: Adapting Stable Diffusion for Few-Shot Medical Image Segmentation
by: Li, Meihua, et al.
Published: (2026)

I2CKD : Intra- and Inter-Class Knowledge Distillation for Semantic Segmentation
by: Karine, Ayoub, et al.
Published: (2024)

I2CR: Intra- and Inter-modal Collaborative Reflections for Multimodal Entity Linking
by: Liu, Ziyan, et al.
Published: (2025)

Sculpting Margin Penalty: Intra-Task Adapter Merging and Classifier Calibration for Few-Shot Class-Incremental Learning
by: Bai, Liang, et al.
Published: (2025)

Multi-Text Guided Few-Shot Semantic Segmentation
by: Jiao, Qiang, et al.
Published: (2025)

Multi-Level Correlation Network For Few-Shot Image Classification
by: Dang, Yunkai, et al.
Published: (2024)

APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation
by: He, Weizhao, et al.
Published: (2024)

Eliminating Feature Ambiguity for Few-Shot Segmentation
by: Xu, Qianxiong, et al.
Published: (2024)