OpenCodePapers

domain-generalization-on-gta-to-avg

Domain Generalization
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PaperCodemIoUModelNameReleaseDate
SoRA: Singular Value Decomposed Low-Rank Adaptation for Domain Generalizable Representation Learning✓ Link68.27SoRA2024-12-05
Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation✓ Link68.20MFuser2025-04-04
Textual Query-Driven Mask Transformer for Domain Generalized Segmentation✓ Link66.05tqdm (EVA02-CLIP-L)2024-07-12
Domain Generalization through Attenuation of Domain-Specific Information✓ Link65.57ADSI2025-04-09
Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation✓ Link64.3Rein2023-12-07
Strong but simple: A Baseline for Domain Generalized Dense Perception by CLIP-based Transfer Learning✓ Link63.5VLTSeg2023-12-04
Collaborating Foundation Models for Domain Generalized Semantic Segmentation✓ Link61.5CLOUDS2023-12-15
Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation✓ Link59.7DIDEX2023-12-04
DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control57.78DGInStyle2023-12-05
Diffusion Features to Bridge Domain Gap for Semantic Segmentation✓ Link57.15DIFF2024-06-02
Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation✓ Link55.9HRDA2023-04-26
Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation✓ Link51.73DAFormer2023-04-26
Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation✓ Link51.10CMFormer2023-07-01
A Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic Segmentation✓ Link50.2ReVT2023-08-25
Texture Learning Domain Randomization for Domain Generalized Segmentation✓ Link47.09TLDR2023-03-21
Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation✓ Link45.27SHADE2022-04-06
Semantic-Aware Domain Generalized Segmentation✓ Link42.43SAN-SAW2022-04-02
Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation✓ Link42.42AdvStyle2022-07-11
Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation40.8GTR2021-08-05
Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization without Accessing Target Domain Data39.77DRPC2019-09-02
RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening✓ Link37.37RobustNet2021-03-29
Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net✓ Link34.63IBN2018-07-25
Semantic Self-adaptation: Enhancing Generalization with a Single Sample✓ Link44,07Self-adaptation (ResNet - 50)2022-08-10
Semantic Self-adaptation: Enhancing Generalization with a Single Sample✓ Link44,89Self-adaptation (ResNet - 101)2022-08-10
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