most citedGeneralizable Semantic Vision Query Generation for Zero-shot Panoptic and Semantic Segmentation

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cs.CV2025

Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation

Jialei Chen, Xu Zheng, Danda Pani Paudel +3

Zero-shot Semantic Segmentation (ZSS) aims to segment both seen and unseen classes using supervision from only seen classes. Beyond adaptation-based methods, distillation-based app…

cs.CV2024★ 1 cited

Generalizable Semantic Vision Query Generation for Zero-shot Panoptic and Semantic Segmentation

Jialei Chen, Daisuke Deguchi, Chenkai Zhang +1

Zero-shot Panoptic Segmentation (ZPS) aims to recognize foreground instances and background stuff without images containing unseen categories in training. Due to the visual data sp…