Bridging Domain Generalization to Multimodal Domain Generalization via Unified Representations
Fuente:
arXiv
Saved in:
| Main Authors: | Huang, Hai, Xia, Yan, Zhou, Sashuai, Wang, Hanting, Wang, Shulei, Zhao, Zhou |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Open-set Cross Modal Generalization via Multimodal Unified Representation
by: Huang, Hai, et al.
Published: (2025)
by: Huang, Hai, et al.
Published: (2025)
Enhancing Multimodal Unified Representations for Cross Modal Generalization
by: Huang, Hai, et al.
Published: (2024)
by: Huang, Hai, et al.
Published: (2024)
Semantic Residual for Multimodal Unified Discrete Representation
by: Huang, Hai, et al.
Published: (2024)
by: Huang, Hai, et al.
Published: (2024)
IRBridge: Solving Image Restoration Bridge with Pre-trained Generative Diffusion Models
by: Wang, Hanting, et al.
Published: (2025)
by: Wang, Hanting, et al.
Published: (2025)
Towards Transformer-Based Aligned Generation with Self-Coherence Guidance
by: Wang, Shulei, et al.
Published: (2025)
by: Wang, Shulei, et al.
Published: (2025)
Continual Cross-Modal Generalization
by: Xia, Yan, et al.
Published: (2025)
by: Xia, Yan, et al.
Published: (2025)
Cross-Sample Relational Fusion: Unifying Domain Generalization and Class-Incremental Learning
by: Xie, Zhen-Hao, et al.
Published: (2026)
by: Xie, Zhen-Hao, et al.
Published: (2026)
DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles
by: Zhao, Rui, et al.
Published: (2025)
by: Zhao, Rui, et al.
Published: (2025)
Federated Domain Generalization with Domain-specific Soft Prompts Generation
by: Wu, Jianhan, et al.
Published: (2025)
by: Wu, Jianhan, et al.
Published: (2025)
DoReMi: Bridging 3D Domains via Topology-Aware Domain-Representation Mixture of Experts
by: Xing, Mingwei, et al.
Published: (2025)
by: Xing, Mingwei, et al.
Published: (2025)
DGMamba: Domain Generalization via Generalized State Space Model
by: Long, Shaocong, et al.
Published: (2024)
by: Long, Shaocong, et al.
Published: (2024)
Unified Thinker: A General Reasoning Modular Core for Image Generation
by: Zhou, Sashuai, et al.
Published: (2026)
by: Zhou, Sashuai, et al.
Published: (2026)
Granular Ball Guided Stable Latent Domain Discovery for Domain-General Crowd Counting
by: Chen, Fan, et al.
Published: (2026)
by: Chen, Fan, et al.
Published: (2026)
HBridge: H-Shape Bridging of Heterogeneous Experts for Unified Multimodal Understanding and Generation
by: Wang, Xiang, et al.
Published: (2025)
by: Wang, Xiang, et al.
Published: (2025)
TAP: Parameter-efficient Task-Aware Prompting for Adverse Weather Removal
by: Wang, Hanting, et al.
Published: (2025)
by: Wang, Hanting, et al.
Published: (2025)
UPRE: Zero-Shot Domain Adaptation for Object Detection via Unified Prompt and Representation Enhancement
by: Zhang, Xiao, et al.
Published: (2025)
by: Zhang, Xiao, et al.
Published: (2025)
Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations
by: Xia, Peng, et al.
Published: (2024)
by: Xia, Peng, et al.
Published: (2024)
Domain Generalization via Discrete Codebook Learning
by: Long, Shaocong, et al.
Published: (2025)
by: Long, Shaocong, et al.
Published: (2025)
Soft Prompt Generation for Domain Generalization
by: Bai, Shuanghao, et al.
Published: (2024)
by: Bai, Shuanghao, et al.
Published: (2024)
Task-Generalized Adaptive Cross-Domain Learning for Multimodal Image Fusion
by: Wang, Mengyu, et al.
Published: (2025)
by: Wang, Mengyu, et al.
Published: (2025)
MMDG-Bench: A Benchmark for Multimodal Domain Generalization
by: Zhan, Qianshan, et al.
Published: (2026)
by: Zhan, Qianshan, et al.
Published: (2026)
Generative Classifier for Domain Generalization
by: Long, Shaocong, et al.
Published: (2025)
by: Long, Shaocong, et al.
Published: (2025)
GOOD: Towards Domain Generalized Orientated Object Detection
by: Bi, Qi, et al.
Published: (2024)
by: Bi, Qi, et al.
Published: (2024)
Implicit Non-Causal Factors are Out via Dataset Splitting for Domain Generalization Object Detection
by: Zhang, Zhilong, et al.
Published: (2026)
by: Zhang, Zhilong, et al.
Published: (2026)
Time2General: Learning Spatiotemporal Invariant Representations for Domain-Generalization Video Semantic Segmentation
by: Chen, Siyu, et al.
Published: (2026)
by: Chen, Siyu, et al.
Published: (2026)
Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization
by: Galappaththige, Chamuditha Jayanaga, et al.
Published: (2024)
by: Galappaththige, Chamuditha Jayanaga, et al.
Published: (2024)
Domain Generalization in-the-Wild: Disentangling Classification from Domain-Aware Representations
by: Son, Ha Min, et al.
Published: (2025)
by: Son, Ha Min, et al.
Published: (2025)
PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model
by: Yang, Hao, et al.
Published: (2024)
by: Yang, Hao, et al.
Published: (2024)
Bridging Scene Generation and Planning: Driving with World Model via Unifying Vision and Motion Representation
by: Gui, Xingtai, et al.
Published: (2026)
by: Gui, Xingtai, et al.
Published: (2026)
Cross-view Domain Generalization via Geometric Consistency for LiDAR Semantic Segmentation
by: Zhao, Jindong, et al.
Published: (2026)
by: Zhao, Jindong, et al.
Published: (2026)
Towards Multimodal Domain Generalization with Few Labels
by: Li, Hongzhao, et al.
Published: (2026)
by: Li, Hongzhao, et al.
Published: (2026)
Rethinking Domain Generalization: Discriminability and Generalizability
by: Long, Shaocong, et al.
Published: (2023)
by: Long, Shaocong, et al.
Published: (2023)
Masked Representation Modeling for Domain-Adaptive Segmentation
by: Zhou, Wenlve, et al.
Published: (2025)
by: Zhou, Wenlve, et al.
Published: (2025)
Prompt Disentanglement via Language Guidance and Representation Alignment for Domain Generalization
by: Cheng, De, et al.
Published: (2025)
by: Cheng, De, et al.
Published: (2025)
WIDIn: Wording Image for Domain-Invariant Representation in Single-Source Domain Generalization
by: Ma, Jiawei, et al.
Published: (2024)
by: Ma, Jiawei, et al.
Published: (2024)
CDAD-Net: Bridging Domain Gaps in Generalized Category Discovery
by: Rongali, Sai Bhargav, et al.
Published: (2024)
by: Rongali, Sai Bhargav, et al.
Published: (2024)
Leveraging SAM for Single-Source Domain Generalization in Medical Image Segmentation
by: Wang, Hanhui, et al.
Published: (2024)
by: Wang, Hanhui, et al.
Published: (2024)
Domain Game: Disentangle Anatomical Feature for Single Domain Generalized Segmentation
by: Chen, Hao, et al.
Published: (2024)
by: Chen, Hao, et al.
Published: (2024)
OmniVaT: Single Domain Generalization for Multimodal Visual-Tactile Learning
by: Qiu, Liuxiang, et al.
Published: (2026)
by: Qiu, Liuxiang, et al.
Published: (2026)
DSDRNet: Disentangling Representation and Reconstruct Network for Domain Generalization
by: Yang, Juncheng, et al.
Published: (2024)
by: Yang, Juncheng, et al.
Published: (2024)
Similar Items
-
Open-set Cross Modal Generalization via Multimodal Unified Representation
by: Huang, Hai, et al.
Published: (2025) -
Enhancing Multimodal Unified Representations for Cross Modal Generalization
by: Huang, Hai, et al.
Published: (2024) -
Semantic Residual for Multimodal Unified Discrete Representation
by: Huang, Hai, et al.
Published: (2024) -
IRBridge: Solving Image Restoration Bridge with Pre-trained Generative Diffusion Models
by: Wang, Hanting, et al.
Published: (2025) -
Towards Transformer-Based Aligned Generation with Self-Coherence Guidance
by: Wang, Shulei, et al.
Published: (2025)