HF Daily Papers July 10, 2026 · Papers

Enhancing In-context Panoramic Generation via Geometric-aware Pretraining

In this work, we present Canvas360, a two-stage framework for in-context panoramic generation that combines geometry-aware pretraining with downstream task-specific fine-tuning. To address the lack of large-scale, high-quality training data tailored to in-context panoramic tasks, we propose Canvas36