Cover Image

Textual and Visual Guided Task Adaptation for Source-Free Cross-Domain Few-Shot Segmentation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Jianming, Qiu, Wenlong, Wei, Haitao
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition I.2.10
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Distinguishing Visually Similar Actions: Prompt-Guided Semantic Prototype Modulation for Few-Shot Action Recognition
by: Li, Xiaoyang, et al.
Published: (2025)

Breaking the Resource Wall: Geometry-Guided Sequence Modeling for Efficient Semantic Segmentation
by: Chan, Sheng-Wei, et al.
Published: (2026)

MINT: Mitigating Hallucinations in Large Vision-Language Models via Token Reduction
by: Wang, Chao, et al.
Published: (2025)

Conterfactual Generative Zero-Shot Semantic Segmentation
by: Shen, Feihong, et al.
Published: (2021)

Clustering Guided Domain-Specific Pretrained Foundation Model Very High-Resolution Arctic Remote Sensing
by: Perera, Amal S., et al.
Published: (2026)

UniQ: Unified Decoder with Task-specific Queries for Efficient Scene Graph Generation
by: Liao, Xinyao, et al.
Published: (2025)

Supervised Contrastive Learning for Few-Shot AI-Generated Image Detection and Attribution
by: Urueña, Jaime Álvarez, et al.
Published: (2025)

U-Net-Like Spiking Neural Networks for Single Image Dehazing
by: Li, Huibin, et al.
Published: (2025)

Optimal Transport-Guided Source-Free Adaptation for Face Anti-Spoofing
by: Li, Zhuowei, et al.
Published: (2025)

FoR-Net: Learning to Focus on Hard Regions for Efficient Semantic Segmentation
by: Chan, Sheng-Wei, et al.
Published: (2026)

SITransformer: Shared Information-Guided Transformer for Extreme Multimodal Summarization
by: Liu, Sicheng, et al.
Published: (2024)

CLIP Embeddings for AI-Generated Image Detection: A Few-Shot Study with Lightweight Classifier
by: Ou, Ziyang
Published: (2025)

Zero-Shot Object Goal Visual Navigation With Class-Independent Relationship Network
by: Li, Xinting, et al.
Published: (2023)

Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering
by: Ma, Jie, et al.
Published: (2024)

Visual Enhanced Depth Scaling for Multimodal Latent Reasoning
by: Han, Yudong, et al.
Published: (2026)

MSTA3D: Multi-scale Twin-attention for 3D Instance Segmentation
by: Tran, Duc Dang Trung, et al.
Published: (2024)

Deformation-Free Cross-Domain Image Registration via Position-Encoded Temporal Attention
by: Wang, Yiwen, et al.
Published: (2026)

VisRL: Intention-Driven Visual Perception via Reinforced Reasoning
by: Chen, Zhangquan, et al.
Published: (2025)

An Evaluation of a Visual Question Answering Strategy for Zero-shot Facial Expression Recognition in Still Images
by: Castrillón-Santana, Modesto, et al.
Published: (2025)

One Leaf Reveals the Season: Occlusion-Based Contrastive Learning with Semantic-Aware Views for Efficient Visual Representation
by: Yang, Xiaoyu, et al.
Published: (2024)

Cross-Modal Transfer from Memes to Videos: Addressing Data Scarcity in Hateful Video Detection
by: Wang, Han, et al.
Published: (2025)

LEGO: LoRA-Enabled Generator-Oriented Framework for Synthetic Image Detection
by: Xiao, Yutong, et al.
Published: (2026)

Story Generation from Visual Inputs: Techniques, Related Tasks, and Challenges
by: Oliveira, Daniel A. P., et al.
Published: (2024)

Rethinking Multimodal Few-Shot 3D Point Cloud Segmentation: From Fused Refinement to Decoupled Arbitration
by: Bian, Wentao, et al.
Published: (2026)

A Guide to Structureless Visual Localization
by: Panek, Vojtech, et al.
Published: (2025)

DynFocus: Dynamic Cooperative Network Empowers LLMs with Video Understanding
by: Han, Yudong, et al.
Published: (2024)

Adapting Multimodal Foundation Models for Few-Shot Learning: A Comprehensive Study on Contrastive Captioners
by: Narasinghe, N. K. B. M. P. K. B., et al.
Published: (2025)

VITA: Zero-Shot Value Functions via Test-Time Adaptation of Vision-Language Models
by: Ziakas, Christos, et al.
Published: (2025)

Zero-Shot Multi-Criteria Visual Quality Inspection for Semi-Controlled Industrial Environments via Real-Time 3D Digital Twin Simulation
by: Araya-Martinez, Jose Moises, et al.
Published: (2025)

MSPCaps: A Multi-Scale Patchify Capsule Network with Cross-Agreement Routing for Visual Recognition
by: Hu, Yudong, et al.
Published: (2025)

Motion-Guided Semantic Alignment with Negative Prompts for Zero-Shot Video Action Recognition
by: Wang, Yiming, et al.
Published: (2026)

SemanticHuman-HD: High-Resolution Semantic Disentangled 3D Human Generation
by: Zheng, Peng, et al.
Published: (2024)

Decoupling Vision and Language: Codebook Anchored Visual Adaptation
by: Wu, Jason, et al.
Published: (2026)

One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection
by: Li, Yiyue, et al.
Published: (2025)

Pixel-Level Pavement Distress Assessment Using Instance Segmentation
by: Dewick, Logan, et al.
Published: (2026)

Cross-Domain Adversarial Augmentation: Stabilizing GANs for Medical and Handwriting Data Scarcity
by: Soad, Md. Sohanuzzaman, et al.
Published: (2026)

ActAlign: Zero-Shot Fine-Grained Video Classification via Language-Guided Sequence Alignment
by: Aghdam, Amir, et al.
Published: (2025)

PlaneSAM: Multimodal Plane Instance Segmentation Using the Segment Anything Model
by: Deng, Zhongchen, et al.
Published: (2024)

Evaluation of Attention Mechanisms in U-Net Architectures for Semantic Segmentation of Brazilian Rock Art Petroglyphs
by: Melo, Leonardi, et al.
Published: (2025)

CLIP-Joint-Detect: End-to-End Joint Training of Object Detectors with Contrastive Vision-Language Supervision
by: Raoufi, Behnam, et al.
Published: (2025)