Poster "spatial consistency" Papers

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MLLM-For3D: Adapting Multimodal Large Language Model for 3D Reasoning Segmentation

Jiaxin Huang, Runnan Chen, Ziwen Li et al.

NEURIPS 2025arXiv:2503.18135
10
citations

MMPerspective: Do MLLMs Understand Perspective? A Comprehensive Benchmark for Perspective Perception, Reasoning, and Robustness

Yunlong Tang, Pinxin Liu, Mingqian Feng et al.

NEURIPS 2025arXiv:2505.20426
4
citations

OptiScene: LLM-driven Indoor Scene Layout Generation via Scaled Human-aligned Data Synthesis and Multi-Stage Preference Optimization

Yixuan Yang, Zhen Luo, Tongsheng Ding et al.

NEURIPS 2025arXiv:2506.07570
4
citations

RGE-GS: Reward-Guided Expansive Driving Scene Reconstruction via Diffusion Priors

Sicong Du, Jiarun Liu, Qifeng Chen et al.

ICCV 2025arXiv:2506.22800
1
citations

Getting it Right: Improving Spatial Consistency in Text-to-Image Models

Agneet Chatterjee, Gabriela Ben Melech Stan, Estelle Guez Aflalo et al.

ECCV 2024arXiv:2404.01197
26
citations