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cs.CV2026

X-Lens: Real-Time Metric Depth Estimation with Heterogeneous Cameras

Heng Zhou, Shuhong Liu, Yonghao He +6

X-Lens is a compact feed‑forward model that estimates metric depth in real time from a mix of calibrated fisheye and pinhole camera views using geometry‑aware calibration tokens an…

cs.CV2026

TabletopGen: Tabletop Scene Generation and Interactive Simulation for Robotic Manipulation

Ziqian Wang, Yonghao He, Licheng Yang +6

Simulation provides a low-cost, scalable pathway to large-scale robotic manipulation data collection. However, existing 3D scene generation methods can rarely be applied directly t…

cs.CV2026

Rein3D: Reinforced 3D Indoor Scene Generation with Panoramic Video Diffusion Models

Dehui Wang, Rong Wei, Yue Shi +9

The growing demand for Embodied AI and VR applications has highlighted the need for synthesizing high-quality 3D indoor scenes from sparse inputs. However, existing approaches stru…

cs.CV2026

RSGen: Enhancing Layout-Driven Remote Sensing Image Generation with Diverse Edge Guidance

Xianbao Hou, Yonghao He, Zeyd Boukhers +4

Diffusion models have significantly mitigated the impact of annotated data scarcity in remote sensing (RS). Although recent approaches have successfully harnessed these models to e…

cs.CV2025

RoleMotion: A Large-Scale Dataset towards Robust Scene-Specific Role-Playing Motion Synthesis with Fine-grained Descriptions

Junran Peng, Yiheng Huang, Silei Shen +8

In this paper, we introduce RoleMotion, a large-scale human motion dataset that encompasses a wealth of role-playing and functional motion data tailored to fit various specific sce…