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Jinhong Ni

2 accepted papers

2025

What Makes for Text to 360-degree Panorama Generation with Stable Diffusion?

ICCV 2025poster

Recent prosperity of text-to-image diffusion models, e.g. Stable Diffusion, has stimulated research to adapt them to 360-degree panorama generation. Prior work has demonstrated the feasibility of using conventional low-rank adaptation techniques on pre-trained diffusion models to generate panoramic…

2025

v-CLR: View-Consistent Learning for Open-World Instance Segmentation

CVPR 2025highlight

In this paper, we address the challenging problem of open-world instance segmentation. Existing works have shown that vanilla visual networks are biased toward learning appearance information, e.g. texture, to recognize objects. This implicit bias causes the model to fail in detecting novel objects…