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Jintao Rong

4 accepted papers

2026

Exploring Spatial Intelligence from a Generative Perspective

CVPR 2026

Spatial intelligence is essential for multimodal large language models, yet current benchmarks largely assess it only from an understanding perspective. We ask whether modern generative or unified multimodal models also possess generative spatial intelligence (GSI)--the ability to respect and manipu

Cited by 0SourcecodeScholar
2026

MIMIC: Mask-Injected Manipulation Video Generation with Interaction Control

ICLR 2026poster

Embodied intelligence faces a fundamental bottleneck from limited large-scale interaction data. Video generation offers a scalable alternative, but manipulation videos remain particularly challenging, as they require capturing subtle, contact-rich dynamics. Despite recent advances, video diffusion m…

Cited by 0SourceScholar
2025

GSORB-SLAM: Gaussian Splatting SLAM Benefits From ORB Features and Transmittance Information

RA-L 2025

The emergence of 3D Gaussian Splatting (3DGS) has recently ignited a renewed wave of research in dense visual SLAM. However, existing approaches encounter challenges, including sensitivity to artifacts and noise, suboptimal selection of training viewpoints, and the absence of global optimization. In

Cited by 4SourcecodeScholar
2024

Improving Neural Indoor Surface Reconstruction with Mask-Guided Adaptive Consistency Constraints

ICRA 2024poster

3D scene reconstruction from 2D images has been a long-standing task. Instead of estimating per-frame depth maps and fusing them in 3D, recent researches leverage the neural implicit surface as a global representation for 3D reconstruction. Equipped with data-driven pre-trained geometric cues, these…

Cited by 2SourceScholar