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20242026
most citedTransferring Styles for Reduced Texture Bias and Improved Robustness in Semantic Segmentation Networks

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cs.LG2026

Explaining, Verifying, and Aligning Semantic Hierarchies in Vision-Language Model Embeddings

Gesina Schwalbe, Mert Keser, Moritz Bayerkuhnlein +8

Vision-language model (VLM) encoders such as CLIP enable strong retrieval and zero-shot classification in a shared image-text embedding space, yet the semantic organization of this…