Cover Image

TALENT: Target-aware Efficient Tuning for Referring Image Segmentation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jin, Shuo, Yu, Siyue, Zhang, Bingfeng, Yao, Chao, Liu, Meiqin, Xiao, Jimin
Format:	Preprint
Published:	2026
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

Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation
by: Zhang, Bingfeng, et al.
Published: (2024)

TF-SSD: A Strong Pipeline via Synergic Mask Filter for Training-free Co-salient Object Detection
by: He, Zhijin, et al.
Published: (2026)

A Training-free Synthetic Data Selection Method for Semantic Segmentation
by: Tang, Hao, et al.
Published: (2025)

Continual Segmentation with Disentangled Objectness Learning and Class Recognition
by: Gong, Yizheng, et al.
Published: (2024)

Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation
by: Huang, Jiaqi, et al.
Published: (2025)

Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation
by: Chi, Hanyang, et al.
Published: (2024)

Semantic Lens: Instance-Centric Semantic Alignment for Video Super-Resolution
by: Tang, Qi, et al.
Published: (2023)

QD-PCQA: Quality-Aware Domain Adaptation for Point Cloud Quality Assessment
by: Zhang, Guohua, et al.
Published: (2026)

SeeClear: Semantic Distillation Enhances Pixel Condensation for Video Super-Resolution
by: Tang, Qi, et al.
Published: (2024)

Efficient3D: A Unified Framework for Adaptive and Debiased Token Reduction in 3D MLLMs
by: Lin, Yuhui, et al.
Published: (2026)

GT-PCQA: Geometry-Texture Decoupled Point Cloud Quality Assessment with MLLM
by: Zhang, Guohua, et al.
Published: (2026)

Towards Motion-aware Referring Image Segmentation
by: Kim, Chaeyun, et al.
Published: (2026)

AMLRIS: Alignment-aware Masked Learning for Referring Image Segmentation
by: Chen, Tongfei, et al.
Published: (2026)

Rethinking Prior Information Generation with CLIP for Few-Shot Segmentation
by: Wang, Jin, et al.
Published: (2024)

VIP: Visual-guided Prompt Evolution for Efficient Dense Vision-Language Inference
by: Zhu, Hao, et al.
Published: (2026)

MambaVSR: Content-Aware Scanning State Space Model for Video Super-Resolution
by: He, Linfeng, et al.
Published: (2025)

Unbiased Semantic Decoding with Vision Foundation Models for Few-shot Segmentation
by: Wang, Jin, et al.
Published: (2025)

Beyond Visual Cues: Leveraging General Semantics as Support for Few-Shot Segmentation
by: Wang, Jin, et al.
Published: (2025)

InterRVOS: Interaction-aware Referring Video Object Segmentation
by: Jin, Woojeong, et al.
Published: (2025)

Exploring Fine-Grained Image-Text Alignment for Referring Remote Sensing Image Segmentation
by: Lei, Sen, et al.
Published: (2024)

Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic Segmentation
by: Wang, Xiaoyang, et al.
Published: (2024)

LLM-enhanced Action-aware Multi-modal Prompt Tuning for Image-Text Matching
by: Tian, Mengxiao, et al.
Published: (2025)

MaskRIS: Semantic Distortion-aware Data Augmentation for Referring Image Segmentation
by: Lee, Minhyun, et al.
Published: (2024)

Language Prompt vs. Image Enhancement: Boosting Object Detection With CLIP in Hazy Environments
by: Pang, Jian, et al.
Published: (2026)

Image Augmentation with Controlled Diffusion for Weakly-Supervised Semantic Segmentation
by: Wu, Wangyu, et al.
Published: (2023)

FANeRV: Frequency Separation and Augmentation based Neural Representation for Video
by: Yu, Li, et al.
Published: (2025)

RRSIS: Referring Remote Sensing Image Segmentation
by: Yuan, Zhenghang, et al.
Published: (2023)

Spatial-aware Symmetric Alignment for Text-guided Medical Image Segmentation
by: Liao, Linglin, et al.
Published: (2025)

HARIS: Human-Like Attention for Reference Image Segmentation
by: Zhang, Mengxi, et al.
Published: (2024)

Hierarchical Collaborative Fusion for 3D Instance-aware Referring Expression Segmentation
by: Zhou, Keshen, et al.
Published: (2026)

HCC-3D: Hierarchical Compensatory Compression for 98% 3D Token Reduction in Vision-Language Models
by: Zhang, Liheng, et al.
Published: (2025)

Image Augmentation Agent for Weakly Supervised Semantic Segmentation
by: Wu, Wangyu, et al.
Published: (2024)

Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation
by: Li, Fanding, et al.
Published: (2025)

Uncertainty-aware Cross-training for Semi-supervised Medical Image Segmentation
by: Huang, Kaiwen, et al.
Published: (2025)

IBVC: Interpolation-driven B-frame Video Compression
by: Xu, Chenming, et al.
Published: (2023)

Embedding Compression Distortion in Video Coding for Machines
by: Sun, Yuxiao, et al.
Published: (2025)

Fully Aligned Network for Referring Image Segmentation
by: Liu, Yong, et al.
Published: (2024)

RefSAM: Efficiently Adapting Segmenting Anything Model for Referring Video Object Segmentation
by: Li, Yonglin, et al.
Published: (2023)

Omni-Referring Image Segmentation
by: Zheng, Qiancheng, et al.
Published: (2025)

ERDDCI: Exact Reversible Diffusion via Dual-Chain Inversion for High-Quality Image Editing
by: Dai, Jimin, et al.
Published: (2024)