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Looking Beyond the Window: Global-Local Aligned CLIP for Training-free Open-Vocabulary Semantic Segmentation
Published in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026, 2026
Training-free open-vocabulary semantic segmentation via global-local alignment of CLIP features without task-specific supervision.
Recommended citation: ByeongCheol Lee, Hyun Seok Seong, Sangeek Hyun, Gilhan Park, WonJun Moon, and Jae-Pil Heo. "Looking Beyond the Window: Global-Local Aligned CLIP for Training-free Open-Vocabulary Semantic Segmentation." In CVPR 2026.
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PDF-GS: Progressive Distractor Filtering for Robust 3D Gaussian Splatting
Published in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026 [Findings], 2026
[Findings] Progressive distractor filtering that stabilizes 3D Gaussian splatting in the presence of noisy observations.
Recommended citation: Kangmin Seo, MinKyu Lee, Tae-Young Kim, ByeongCheol Lee, JoonSeoung An, and Jae-Pil Heo. "PDF-GS: Progressive Distractor Filtering for Robust 3D Gaussian Splatting." In CVPR 2026 (Findings).