Showing cs.CVShow all
3 papers · 1 filter
cs.CV2025
Split Matching for Inductive Zero-shot Semantic Segmentation
Jialei Chen, Xu Zheng, Dongyue Li +6
Zero-shot Semantic Segmentation (ZSS) aims to segment categories that are not annotated during training. While fine-tuning vision-language models has achieved promising results, th…
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.CV2025
BiXFormer: A Robust Framework for Maximizing Modality Effectiveness in Multi-Modal Semantic Segmentation
Jialei Chen, Xu Zheng, Danda Pani Paudel +3
Utilizing multi-modal data enhances scene understanding by providing complementary semantic and geometric information. Existing methods fuse features or distill knowledge from mult…