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Juncheng Yan

2 accepted papers

2025

VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning

ICCV 2025poster

Recent advances in diffusion models have significantly advanced image generation; however, existing models remain task-specific, limiting their efficiency and generalizability. While universal models attempt to address these limitations, they face critical challenges, including generalizable instruc…

2024

MirageRoom: 3D Scene Segmentation with 2D Pre-trained Models by Mirage Projection

CVPR 2024highlight

Nowadays leveraging 2D images and pre-trained models to guide 3D point cloud feature representation has shown a remarkable potential to boost the performance of 3D fundamental models. While some works rely on additional data such as 2D real-world images and their corresponding camera poses recent st…

Cited by 2SourcePDFScholar