Imagen de Portada

Let Language Constrain Geometry: Vision-Language Models as Semantic and Spatial Critics for 3D Generation

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Bai, Weimin, Li, Yubo, Luo, Weijian, Lai, Zeqiang, Wang, Yequan, Chen, Wenzheng, Sun, He
Formato:	Preprint
Publicado:	2025
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Vision-Language Models as Differentiable Semantic and Spatial Rewards for Text-to-3D Generation
por: Bai, Weimin, et al.
Publicado: (2025)

Dive3D: Diverse Distillation-based Text-to-3D Generation via Score Implicit Matching
por: Bai, Weimin, et al.
Publicado: (2025)

Integrating Amortized Inference with Diffusion Models for Learning Clean Distribution from Corrupted Images
por: Wang, Yifei, et al.
Publicado: (2024)

An Expectation-Maximization Algorithm for Training Clean Diffusion Models from Corrupted Observations
por: Bai, Weimin, et al.
Publicado: (2024)

Blind Inversion using Latent Diffusion Priors
por: Bai, Weimin, et al.
Publicado: (2024)

Unbiased Diffusion Variational Inversion via Principled Posterior Matching
por: Bai, Weimin, et al.
Publicado: (2026)

Uni-Instruct: One-step Diffusion Model through Unified Diffusion Divergence Instruction
por: Wang, Yifei, et al.
Publicado: (2025)

Learning Diffusion Model from Noisy Measurement using Principled Expectation-Maximization Method
por: Bai, Weimin, et al.
Publicado: (2024)

Thinking with Blueprints: Assisting Vision-Language Models in Spatial Reasoning via Structured Object Representation
por: Ma, Weijian, et al.
Publicado: (2026)

VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks
por: Wu, Jiannan, et al.
Publicado: (2024)

Dia-LLaMA: Towards Large Language Model-driven CT Report Generation
por: Chen, Zhixuan, et al.
Publicado: (2024)

Continual Learning with Vision-Language Models via Semantic-Geometry Preservation
por: He, Chiyuan, et al.
Publicado: (2026)

LLaVA-CoT: Let Vision Language Models Reason Step-by-Step
por: Xu, Guowei, et al.
Publicado: (2024)

Beyond Semantics: Rediscovering Spatial Awareness in Vision-Language Models
por: Qi, Jianing, et al.
Publicado: (2025)

Spatial Reasoning with Vision-Language Models in Ego-Centric Multi-View Scenes
por: Gholami, Mohsen, et al.
Publicado: (2025)

Grounded 3D-Aware Spatial Vision-Language Modeling
por: Cheng, An-Chieh, et al.
Publicado: (2026)

Lost in Volume: The CT-SpatialVQA Benchmark for Evaluating Semantic-Spatial Understanding of 3D Medical Vision-Language Models
por: Monon, Mashrafi, et al.
Publicado: (2026)

SpaceMind: Camera-Guided Modality Fusion for Spatial Reasoning in Vision-Language Models
por: Zhao, Ruosen, et al.
Publicado: (2025)

InstantViR: Real-Time Video Inverse Problem Solver with Distilled Diffusion Prior
por: Bai, Weimin, et al.
Publicado: (2025)

HiSpatial: Taming Hierarchical 3D Spatial Understanding in Vision-Language Models
por: Liang, Huizhi, et al.
Publicado: (2026)

3D-GPT: Procedural 3D Modeling with Large Language Models
por: Sun, Chunyi, et al.
Publicado: (2023)

Abstract 3D Perception for Spatial Intelligence in Vision-Language Models
por: Liu, Yifan, et al.
Publicado: (2025)

Proxy3D: Efficient 3D Representations for Vision-Language Models via Semantic Clustering and Alignment
por: Jiang, Jerry, et al.
Publicado: (2026)

SpatialStack: Layered Geometry-Language Fusion for 3D VLM Spatial Reasoning
por: Zhang, Jian, et al.
Publicado: (2026)

Spatial 3D-LLM: Exploring Spatial Awareness in 3D Vision-Language Models
por: Wang, Xiaoyan, et al.
Publicado: (2025)

Spatial-aware Vision Language Model for Autonomous Driving
por: Wei, Weijie, et al.
Publicado: (2025)

Backdoor Attack on Vision Language Models with Stealthy Semantic Manipulation
por: Zhong, Zhiyuan, et al.
Publicado: (2025)

Large Language Model with Region-guided Referring and Grounding for CT Report Generation
por: Chen, Zhixuan, et al.
Publicado: (2024)

Unaligned RGB Guided Hyperspectral Image Super-Resolution with Spatial-Spectral Concordance
por: Zhang, Yingkai, et al.
Publicado: (2025)

CAD-Llama: Leveraging Large Language Models for Computer-Aided Design Parametric 3D Model Generation
por: Li, Jiahao, et al.
Publicado: (2025)

G$^2$VLM: Geometry Grounded Vision Language Model with Unified 3D Reconstruction and Spatial Reasoning
por: Hu, Wenbo, et al.
Publicado: (2025)

Chain of Attack: On the Robustness of Vision-Language Models Against Transfer-Based Adversarial Attacks
por: Xie, Peng, et al.
Publicado: (2024)

ArchSIBench: Benchmarking the Architectural Spatial Intelligence of Vision-Language Models
por: Shen, Qirui, et al.
Publicado: (2026)

CitySeg: A 3D Open Vocabulary Semantic Segmentation Foundation Model in City-scale Scenarios
por: Xu, Jialei, et al.
Publicado: (2025)

The Spatial Blindspot of Vision-Language Models
por: Alam, Nahid, et al.
Publicado: (2026)

4DLangVGGT: 4D Language-Visual Geometry Grounded Transformer
por: Wu, Xianfeng, et al.
Publicado: (2025)

Backdooring Vision-Language Models with Out-Of-Distribution Data
por: Lyu, Weimin, et al.
Publicado: (2024)

TrojVLM: Backdoor Attack Against Vision Language Models
por: Lyu, Weimin, et al.
Publicado: (2024)

$S^3$: Synonymous Semantic Space for Improving Zero-Shot Generalization of Vision-Language Models
por: Yin, Xiaojie, et al.
Publicado: (2024)

Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language Model
por: An, Zhaochong, et al.
Publicado: (2025)