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20232026
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cs.CV2026

Orca: The World is in Your Mind

Yihao Wang, Yuheng Ji, Mingyu Cao +54

We introduce Orca, an initial instantiation of a general world foundation model. Orca learns a unified world latent space from multimodal world signals and exposes it through multi…

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.CV2025

Perceiving and Acting in First-Person: A Dataset and Benchmark for Egocentric Human-Object-Human Interactions

Liang Xu, Chengqun Yang, Zili Lin +11

Learning action models from real-world human-centric interaction datasets is important towards building general-purpose intelligent assistants with efficiency. However, most existi…

cs.CV2024

HIMO: A New Benchmark for Full-Body Human Interacting with Multiple Objects

Xintao Lv, Liang Xu, Yichao Yan +8

Generating human-object interactions (HOIs) is critical with the tremendous advances of digital avatars. Existing datasets are typically limited to humans interacting with a single…

cs.CV2023

Inter-X: Towards Versatile Human-Human Interaction Analysis

Liang Xu, Xintao Lv, Yichao Yan +10

The analysis of the ubiquitous human-human interactions is pivotal for understanding humans as social beings. Existing human-human interaction datasets typically suffer from inaccu…