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Ziyan He

3 accepted papers

2026

IMAIA: Interactive Maps AI Assistant for Travel Planning and Geo-Spatial Intelligence

CVPR 2026

Modern mapping tools remain fundamentally point-and-click systems, offering limited support for interactive, multimodal engagement with either map views or real-world camera inputs. This limitation becomes most apparent in the last 100 meters of navigation and during in-situ local discovery, where u

Cited by 0SourceScholar
2026

RoboWheel: A Data Engine from Real-World Human Demonstrations for Cross-Embodiment Robotic Learning

CVPR 2026

We introduce Robowheel, a data engine that converts human hand-object interaction (HOI) videos into training-ready supervision for cross-morphology robotic learning. From monocular RGB/RGB-D inputs, we perform high-precision HOI reconstruction and enforce physical plausibility via a reinforcement le

Cited by 0SourceScholar
2026

SO(3)-Equivariant ViT-Adapter for Data-Efficient Zero-Shot Sim-to-Real Indoor Panoramic Depth Estimation

CVPR 2026

Panoramic depth estimation enables a complete 360^\circ understanding of 3D environments but faces significant challenges in generalizing to real-world scenes. While recent zero-shot depth models like Depth Anything achieve remarkable generalization on perspective images, their performance sharply d

Cited by 0SourceScholar