Cover Image

Semantics, Distortion, and Style Matter: Towards Source-free UDA for Panoramic Segmentation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zheng, Xu, Zhou, Pengyuan, Vasilakos, Athanasios V., Wang, Lin
Format:	Preprint
Published:	2024
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

360SFUDA++: Towards Source-free UDA for Panoramic Segmentation by Learning Reliable Category Prototypes
by: Zheng, Xu, et al.
Published: (2024)

Denoise and Align: Towards Source-Free UDA for Robust Panoramic Semantic Segmentation
by: Chang, Yaowen, et al.
Published: (2026)

OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation
by: Zhong, Ding, et al.
Published: (2025)

GoodSAM: Bridging Domain and Capacity Gaps via Segment Anything Model for Distortion-aware Panoramic Semantic Segmentation
by: Zhang, Weiming, et al.
Published: (2024)

GoodSAM++: Bridging Domain and Capacity Gaps via Segment Anything Model for Panoramic Semantic Segmentation
by: Zhang, Weiming, et al.
Published: (2024)

Unsupervised Visible-Infrared ReID via Pseudo-label Correction and Modality-level Alignment
by: Liu, Yexin, et al.
Published: (2024)

360$^\circ$ High-Resolution Depth Estimation via Uncertainty-aware Structural Knowledge Transfer
by: Cao, Zidong, et al.
Published: (2023)

ControlUDA: Controllable Diffusion-assisted Unsupervised Domain Adaptation for Cross-Weather Semantic Segmentation
by: Shen, Fengyi, et al.
Published: (2024)

Multi-source Domain Adaptation for Panoramic Semantic Segmentation
by: Jiang, Jing, et al.
Published: (2024)

Exploring Modality Guidance to Enhance VFM-based Feature Fusion for UDA in 3D Semantic Segmentation
by: Spoecklberger, Johannes, et al.
Published: (2025)

Centering the Value of Every Modality: Towards Efficient and Resilient Modality-agnostic Semantic Segmentation
by: Zheng, Xu, et al.
Published: (2024)

Open Panoramic Segmentation
by: Zheng, Junwei, et al.
Published: (2024)

TCSA-UDA: Text-Driven Cross-Semantic Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation
by: Maurya, Lalit, et al.
Published: (2025)

UDA4Inst: Unsupervised Domain Adaptation for Instance Segmentation
by: Guo, Yachan, et al.
Published: (2024)

Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation
by: Zhang, Jiaming, et al.
Published: (2022)

Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic Segmentation
by: Niu, Hongwei, et al.
Published: (2024)

Are handcrafted filters helpful for attributing AI-generated images?
by: Li, Jialiang, et al.
Published: (2024)

EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition
by: Zheng, Xu, et al.
Published: (2024)

VFM-UDA++: Improving Network Architectures and Data Strategies for Unsupervised Domain Adaptive Semantic Segmentation
by: Englert, Brunó B., et al.
Published: (2025)

CrackUDA: Incremental Unsupervised Domain Adaptation for Improved Crack Segmentation in Civil Structures
by: Srivastava, Kushagra, et al.
Published: (2024)

PanoEnv: Exploring 3D Spatial Intelligence in Panoramic Environments with Reinforcement Learning
by: Lin, Zekai, et al.
Published: (2026)

Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models
by: Gong, Haifan, et al.
Published: (2024)

EventDance++: Language-guided Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition
by: Zheng, Xu, et al.
Published: (2024)

Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo Labeling
by: Li, Haoran, et al.
Published: (2024)

EGFormer: Towards Efficient and Generalizable Multimodal Semantic Segmentation
by: Zhang, Zelin, et al.
Published: (2025)

PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image Segmentation
by: Zhang, Chuyan, et al.
Published: (2024)

Learning Modality-agnostic Representation for Semantic Segmentation from Any Modalities
by: Zheng, Xu, et al.
Published: (2024)

Style Adaptation for Domain-adaptive Semantic Segmentation
by: Li, Ting, et al.
Published: (2024)

Towards Source-free Domain Adaptive Semantic Segmentation via Importance-aware and Prototype-contrast Learning
by: Cao, Yihong, et al.
Published: (2023)

What is the Added Value of UDA in the VFM Era?
by: Englert, Brunó B., et al.
Published: (2025)

Towards Accurate Single Panoramic 3D Detection: A Semantic Gaussian Centric Approach
by: Ning, Kanglin, et al.
Published: (2026)

Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter
by: Wang, Jinglong, et al.
Published: (2023)

SAGE: Style-Adaptive Generalization for Privacy-Constrained Semantic Segmentation Across Domains
by: Li, Qingmei, et al.
Published: (2025)

StyleSeg V2: Towards Robust One-shot Segmentation of Brain Tissue via Optimization-free Registration Error Perception
by: Wang, Zhiwei, et al.
Published: (2024)

BatStyler: Advancing Multi-category Style Generation for Source-free Domain Generalization
by: Xu, Xiusheng, et al.
Published: (2025)

MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection
by: Zheng, Xu, et al.
Published: (2024)

DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control
by: Jia, Yuru, et al.
Published: (2023)

Vocabulary-free Image Classification and Semantic Segmentation
by: Conti, Alessandro, et al.
Published: (2024)

VLMs meet UDA: Boosting Transferability of Open Vocabulary Segmentation with Unsupervised Domain Adaptation
by: Alcover-Couso, Roberto, et al.
Published: (2024)

StyleGallery: Training-free and Semantic-aware Personalized Style Transfer from Arbitrary Image References
by: He, Boyu, et al.
Published: (2026)