A frozen-CLIP fusion module with Fourier positional embeddings reports 49.4 mIoU on PASCAL-5i, above the zero-shot baselines but under-specified and not compared to modern open-vocabulary methods.
Emerging properties in self-supervised vision transformers
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Beyond-Labels: Advancing Open-Vocabulary Segmentation With Vision-Language Models
A frozen-CLIP fusion module with Fourier positional embeddings reports 49.4 mIoU on PASCAL-5i, above the zero-shot baselines but under-specified and not compared to modern open-vocabulary methods.