Vision-Language Models as Differentiable Semantic and Spatial Rewards for Text-to-3D Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Bai, Weimin, Li, Yubo, Luo, Weijian, Chen, Wenzheng, Sun, He |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Let Language Constrain Geometry: Vision-Language Models as Semantic and Spatial Critics for 3D Generation
by: Bai, Weimin, et al.
Published: (2025)
by: Bai, Weimin, et al.
Published: (2025)
Dive3D: Diverse Distillation-based Text-to-3D Generation via Score Implicit Matching
by: Bai, Weimin, et al.
Published: (2025)
by: Bai, Weimin, et al.
Published: (2025)
Integrating Amortized Inference with Diffusion Models for Learning Clean Distribution from Corrupted Images
by: Wang, Yifei, et al.
Published: (2024)
by: Wang, Yifei, et al.
Published: (2024)
An Expectation-Maximization Algorithm for Training Clean Diffusion Models from Corrupted Observations
by: Bai, Weimin, et al.
Published: (2024)
by: Bai, Weimin, et al.
Published: (2024)
Blind Inversion using Latent Diffusion Priors
by: Bai, Weimin, et al.
Published: (2024)
by: Bai, Weimin, et al.
Published: (2024)
Unbiased Diffusion Variational Inversion via Principled Posterior Matching
by: Bai, Weimin, et al.
Published: (2026)
by: Bai, Weimin, et al.
Published: (2026)
Learning Diffusion Model from Noisy Measurement using Principled Expectation-Maximization Method
by: Bai, Weimin, et al.
Published: (2024)
by: Bai, Weimin, et al.
Published: (2024)
HOTS3D: Hyper-Spherical Optimal Transport for Semantic Alignment of Text-to-3D Generation
by: Li, Zezeng, et al.
Published: (2024)
by: Li, Zezeng, et al.
Published: (2024)
Uni-Instruct: One-step Diffusion Model through Unified Diffusion Divergence Instruction
by: Wang, Yifei, et al.
Published: (2025)
by: Wang, Yifei, et al.
Published: (2025)
TDM-R1: Reinforcing Few-Step Diffusion Models with Non-Differentiable Reward
by: Luo, Yihong, et al.
Published: (2026)
by: Luo, Yihong, et al.
Published: (2026)
InstantViR: Real-Time Video Inverse Problem Solver with Distilled Diffusion Prior
by: Bai, Weimin, et al.
Published: (2025)
by: Bai, Weimin, et al.
Published: (2025)
Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image Generation
by: Luo, Yihong, et al.
Published: (2025)
by: Luo, Yihong, et al.
Published: (2025)
Thinking with Blueprints: Assisting Vision-Language Models in Spatial Reasoning via Structured Object Representation
by: Ma, Weijian, et al.
Published: (2026)
by: Ma, Weijian, et al.
Published: (2026)
Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences
by: Luo, Weijian
Published: (2024)
by: Luo, Weijian
Published: (2024)
CitySeg: A 3D Open Vocabulary Semantic Segmentation Foundation Model in City-scale Scenarios
by: Xu, Jialei, et al.
Published: (2025)
by: Xu, Jialei, et al.
Published: (2025)
Self-Rewarding Large Vision-Language Models for Optimizing Prompts in Text-to-Image Generation
by: Yang, Hongji, et al.
Published: (2025)
by: Yang, Hongji, et al.
Published: (2025)
SpaceMind: Camera-Guided Modality Fusion for Spatial Reasoning in Vision-Language Models
by: Zhao, Ruosen, et al.
Published: (2025)
by: Zhao, Ruosen, et al.
Published: (2025)
SpatialReward: Verifiable Spatial Reward Modeling for Fine-Grained Spatial Consistency in Text-to-Image Generation
by: Zhou, Sashuai, et al.
Published: (2026)
by: Zhou, Sashuai, et al.
Published: (2026)
Lost in Volume: The CT-SpatialVQA Benchmark for Evaluating Semantic-Spatial Understanding of 3D Medical Vision-Language Models
by: Monon, Mashrafi, et al.
Published: (2026)
by: Monon, Mashrafi, et al.
Published: (2026)
CAD-Llama: Leveraging Large Language Models for Computer-Aided Design Parametric 3D Model Generation
by: Li, Jiahao, et al.
Published: (2025)
by: Li, Jiahao, et al.
Published: (2025)
Smooth Operator: Smooth Verifiable Reward Activates Spatial Reasoning Ability of Vision-Language Model
by: Jiao, Siwen, et al.
Published: (2026)
by: Jiao, Siwen, et al.
Published: (2026)
Spatial Reasoning with Vision-Language Models in Ego-Centric Multi-View Scenes
by: Gholami, Mohsen, et al.
Published: (2025)
by: Gholami, Mohsen, et al.
Published: (2025)
Beyond Semantics: Rediscovering Spatial Awareness in Vision-Language Models
by: Qi, Jianing, et al.
Published: (2025)
by: Qi, Jianing, et al.
Published: (2025)
Self-Creative Text-to-Object Generation using Semantic-Aware Spatial Weighting
by: Yu, Yue, et al.
Published: (2026)
by: Yu, Yue, et al.
Published: (2026)
Grounded 3D-Aware Spatial Vision-Language Modeling
by: Cheng, An-Chieh, et al.
Published: (2026)
by: Cheng, An-Chieh, et al.
Published: (2026)
VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models
by: Li, Lei, et al.
Published: (2024)
by: Li, Lei, et al.
Published: (2024)
Robust Single-shot Structured Light 3D Imaging via Neural Feature Decoding
by: Li, Jiaheng, et al.
Published: (2025)
by: Li, Jiaheng, et al.
Published: (2025)
MM-Skin: Enhancing Dermatology Vision-Language Model with an Image-Text Dataset Derived from Textbooks
by: Zeng, Wenqi, et al.
Published: (2025)
by: Zeng, Wenqi, et al.
Published: (2025)
Proxy3D: Efficient 3D Representations for Vision-Language Models via Semantic Clustering and Alignment
by: Jiang, Jerry, et al.
Published: (2026)
by: Jiang, Jerry, et al.
Published: (2026)
HiSpatial: Taming Hierarchical 3D Spatial Understanding in Vision-Language Models
by: Liang, Huizhi, et al.
Published: (2026)
by: Liang, Huizhi, et al.
Published: (2026)
Vision Language Models Map Logos to Text via Semantic Entanglement in the Visual Projector
by: Li, Sifan, et al.
Published: (2025)
by: Li, Sifan, et al.
Published: (2025)
Enhancing Spatial Understanding in Image Generation via Reward Modeling
by: Tang, Zhenyu, et al.
Published: (2026)
by: Tang, Zhenyu, et al.
Published: (2026)
Abstract 3D Perception for Spatial Intelligence in Vision-Language Models
by: Liu, Yifan, et al.
Published: (2025)
by: Liu, Yifan, et al.
Published: (2025)
Know3D: Prompting 3D Generation with Knowledge from Vision-Language Models
by: Chen, Wenyue, et al.
Published: (2026)
by: Chen, Wenyue, et al.
Published: (2026)
Spatial 3D-LLM: Exploring Spatial Awareness in 3D Vision-Language Models
by: Wang, Xiaoyan, et al.
Published: (2025)
by: Wang, Xiaoyan, et al.
Published: (2025)
Curing Semantic Drift: A Dynamic Approach to Grounding Generation in Large Vision-Language Models
by: Chen, Jiahe, et al.
Published: (2025)
by: Chen, Jiahe, et al.
Published: (2025)
TrojVLM: Backdoor Attack Against Vision Language Models
by: Lyu, Weimin, et al.
Published: (2024)
by: Lyu, Weimin, et al.
Published: (2024)
Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language Model
by: An, Zhaochong, et al.
Published: (2025)
by: An, Zhaochong, et al.
Published: (2025)
Spatial-aware Vision Language Model for Autonomous Driving
by: Wei, Weijie, et al.
Published: (2025)
by: Wei, Weijie, et al.
Published: (2025)
VLM-3D:End-to-End Vision-Language Models for Open-World 3D Perception
by: Chang, Fuhao, et al.
Published: (2025)
by: Chang, Fuhao, et al.
Published: (2025)
Similar Items
-
Let Language Constrain Geometry: Vision-Language Models as Semantic and Spatial Critics for 3D Generation
by: Bai, Weimin, et al.
Published: (2025) -
Dive3D: Diverse Distillation-based Text-to-3D Generation via Score Implicit Matching
by: Bai, Weimin, et al.
Published: (2025) -
Integrating Amortized Inference with Diffusion Models for Learning Clean Distribution from Corrupted Images
by: Wang, Yifei, et al.
Published: (2024) -
An Expectation-Maximization Algorithm for Training Clean Diffusion Models from Corrupted Observations
by: Bai, Weimin, et al.
Published: (2024) -
Blind Inversion using Latent Diffusion Priors
by: Bai, Weimin, et al.
Published: (2024)