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cs.CV2026

Squaring-the-Sphere: Distortion-Free and Seamless Panorama Generation via CubeAtlas

Xuhui Zuo, Chenjie Cao, Tengfei Wang +3

Generating 360-degree panoramas requires both local perspective fidelity and global spherical continuity. Existing representations face a trade-off: equirectangular projection (ERP…

physics.chem-ph2026

Accelerating dynamic polarizability calculations of organic molecules using equivariant graph neural networks

Houssam Metni, Maria Kraus, Marie Louise Schubert +3

Predicting the dynamic polarizability tensor of organic molecules is essential for simulating light-matter interactions in optoelectronic devices, yet conventional quantum-chemical…

cs.CV2026

OmniX: Any-view and Any-time 4D Reconstruction via Feed-forward Trajectory Fields

Yanqin Jiang, Tengfei Wang, Zhengwei Wang +6

Previous feed-forward 4D reconstruction methods either predict per-frame static point clouds, ignoring foreground motion, or estimate point cloud trajectories while being limited t…

cs.CV2026

HY-World 2.0: A Multi-Modal World Model for Reconstructing, Generating, and Simulating 3D Worlds

Team HY-World, Chenjie Cao, Xuhui Zuo +42

We introduce HY-World 2.0, a multi-modal world model framework that advances our prior project HY-World 1.0. HY-World 2.0 accommodates diverse input modalities, including text prom…

cs.RO2026

AIM: Intent-Aware Unified world action Modeling with Spatial Value Maps

Liaoyuan Fan, Zetian Xu, Chen Cao +3

Pretrained video generation models provide strong priors for robot control, but existing unified world action models still struggle to decode reliable actions without substantial r…

cs.CV2026

WorldStereo: Bridging Camera-Guided Video Generation and Scene Reconstruction via 3D Geometric Memories

Yisu Zhang, Chenjie Cao, Tengfei Wang +4

Recent advances in foundational Video Diffusion Models (VDMs) have yielded significant progress. Yet, despite the remarkable visual quality of generated videos, reconstructing cons…