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08/26/2023
Unsupervised Domain Adaptation via Domain-Adaptive Diffusion
Unsupervised Domain Adaptation (UDA) is quite challenging due to the lar...
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08/23/2023
Diffusion-based Image Translation with Label Guidance for Domain Adaptive Semantic Segmentation
Translating images from a source domain to a target domain for learning ...
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04/02/2022
Semantic-Aware Domain Generalized Segmentation
Deep models trained on source domain lack generalization when evaluated ...
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08/05/2021
Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation
Semantic segmentation is a crucial image understanding task, where each ...
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07/30/2021
Sparse-to-dense Feature Matching: Intra and Inter domain Cross-modal Learning in Domain Adaptation for 3D Semantic Segmentation
Domain adaptation is critical for success when confronting with the lack...
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10/19/2020