PhyPrompt: RL-based Prompt Refinement for Physically Plausible Text-to-Video Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Wu, Shang, Xu, Chenwei, Xia, Zhuofan, Li, Weijian, Lu, Lie, Maneriker, Pranav, Du, Fan, Li, Manling, Liu, Han |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Towards Sparse Video Understanding and Reasoning
by: Xu, Chenwei, et al.
Published: (2026)
by: Xu, Chenwei, et al.
Published: (2026)
Phys4D: Fine-Grained Physics-Consistent 4D Modeling from Video Diffusion
by: Lu, Haoran, et al.
Published: (2026)
by: Lu, Haoran, et al.
Published: (2026)
PromptRL: Prompt Matters in RL for Flow-Based Image Generation
by: Wang, Fu-Yun, et al.
Published: (2026)
by: Wang, Fu-Yun, et al.
Published: (2026)
PhyRecon: Physically Plausible Neural Scene Reconstruction
by: Ni, Junfeng, et al.
Published: (2024)
by: Ni, Junfeng, et al.
Published: (2024)
Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization
by: Sun, Shichao, et al.
Published: (2024)
by: Sun, Shichao, et al.
Published: (2024)
PhyCAGE: Physically Plausible Compositional 3D Asset Generation from a Single Image
by: Yan, Han, et al.
Published: (2024)
by: Yan, Han, et al.
Published: (2024)
PPPR: Portable Plug-in Prompt Refiner for Text to Audio Generation
by: Shi, Shuchen, et al.
Published: (2024)
by: Shi, Shuchen, et al.
Published: (2024)
PhyT2V: LLM-Guided Iterative Self-Refinement for Physics-Grounded Text-to-Video Generation
by: Xue, Qiyao, et al.
Published: (2024)
by: Xue, Qiyao, et al.
Published: (2024)
Proprio: Latent Self-Scoring and Inference-Time Refinement for Physically Plausible Video Generation
by: Hassan, Mariam, et al.
Published: (2026)
by: Hassan, Mariam, et al.
Published: (2026)
SCMAPR: Self-Correcting Multi-Agent Prompt Refinement for Complex-Scenario Text-to-Video Generation
by: Yang, Chengyi, et al.
Published: (2026)
by: Yang, Chengyi, et al.
Published: (2026)
TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM
by: Li, Wenxue, et al.
Published: (2024)
by: Li, Wenxue, et al.
Published: (2024)
The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation
by: Gao, Bingjie, et al.
Published: (2025)
by: Gao, Bingjie, et al.
Published: (2025)
TextTIGER: Text-based Intelligent Generation with Entity Prompt Refinement for Text-to-Image Generation
by: Ozaki, Shintaro, et al.
Published: (2025)
by: Ozaki, Shintaro, et al.
Published: (2025)
PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement
by: Wang, Zhijie, et al.
Published: (2024)
by: Wang, Zhijie, et al.
Published: (2024)
Iterative Prompt Refinement for Safer Text-to-Image Generation
by: Jeon, Jinwoo, et al.
Published: (2025)
by: Jeon, Jinwoo, et al.
Published: (2025)
Prompt Refinement with Image Pivot for Text-to-Image Generation
by: Zhan, Jingtao, et al.
Published: (2024)
by: Zhan, Jingtao, et al.
Published: (2024)
Prompt Alchemy: Automatic Prompt Refinement for Enhancing Code Generation
by: Ye, Sixiang, et al.
Published: (2025)
by: Ye, Sixiang, et al.
Published: (2025)
Retrieval, Refinement, and Ranking for Text-to-Video Generation via Prompt Optimization and Test-Time Scaling
by: Rahman, Zillur, et al.
Published: (2026)
by: Rahman, Zillur, et al.
Published: (2026)
A Generic Framework for Conformal Fairness
by: Vadlamani, Aditya T., et al.
Published: (2025)
by: Vadlamani, Aditya T., et al.
Published: (2025)
PhyAVBench: A Challenging Audio Physics-Sensitivity Benchmark for Physically Grounded Text-to-Audio-Video Generation
by: Xie, Tianxin, et al.
Published: (2025)
by: Xie, Tianxin, et al.
Published: (2025)
PhyDetEx: Detecting and Explaining the Physical Plausibility of T2V Models
by: Wang, Zeqing, et al.
Published: (2025)
by: Wang, Zeqing, et al.
Published: (2025)
PhyRPR: Training-Free Physics-Constrained Video Generation
by: Zhao, Yibo, et al.
Published: (2026)
by: Zhao, Yibo, et al.
Published: (2026)
DPAR: Dynamic Patchification for Efficient Autoregressive Visual Generation
by: Srivastava, Divyansh, et al.
Published: (2025)
by: Srivastava, Divyansh, et al.
Published: (2025)
PhyGDPO: Physics-Aware Groupwise Direct Preference Optimization for Physically Consistent Text-to-Video Generation
by: Cai, Yuanhao, et al.
Published: (2025)
by: Cai, Yuanhao, et al.
Published: (2025)
VideoPhy: Evaluating Physical Commonsense for Video Generation
by: Bansal, Hritik, et al.
Published: (2024)
by: Bansal, Hritik, et al.
Published: (2024)
VPO: Aligning Text-to-Video Generation Models with Prompt Optimization
by: Cheng, Jiale, et al.
Published: (2025)
by: Cheng, Jiale, et al.
Published: (2025)
MRI Image Generation Based on Text Prompts
by: Fan, Xinxian, et al.
Published: (2025)
by: Fan, Xinxian, et al.
Published: (2025)
PhyCustom: Towards Realistic Physical Customization in Text-to-Image Generation
by: Wu, Fan, et al.
Published: (2025)
by: Wu, Fan, et al.
Published: (2025)
POS: A Prompts Optimization Suite for Augmenting Text-to-Video Generation
by: Ma, Shijie, et al.
Published: (2023)
by: Ma, Shijie, et al.
Published: (2023)
Visual Prompting with Iterative Refinement for Design Critique Generation
by: Duan, Peitong, et al.
Published: (2024)
by: Duan, Peitong, et al.
Published: (2024)
Tree-of-Text: A Tree-based Prompting Framework for Table-to-Text Generation in the Sports Domain
by: Chiang, Shang-Hsuan, et al.
Published: (2026)
by: Chiang, Shang-Hsuan, et al.
Published: (2026)
PET-SQL: A Prompt-Enhanced Two-Round Refinement of Text-to-SQL with Cross-consistency
by: Li, Zhishuai, et al.
Published: (2024)
by: Li, Zhishuai, et al.
Published: (2024)
Optimizing Prompts for Text-to-Image Generation
by: Hao, Yaru, et al.
Published: (2022)
by: Hao, Yaru, et al.
Published: (2022)
Test-time Prompt Refinement for Text-to-Image Models
by: Khan, Mohammad Abdul Hafeez, et al.
Published: (2025)
by: Khan, Mohammad Abdul Hafeez, et al.
Published: (2025)
MM-PhyQA: Multimodal Physics Question-Answering With Multi-Image CoT Prompting
by: Anand, Avinash, et al.
Published: (2024)
by: Anand, Avinash, et al.
Published: (2024)
Culture-TRIP: Culturally-Aware Text-to-Image Generation with Iterative Prompt Refinement
by: Jeong, Suchae, et al.
Published: (2025)
by: Jeong, Suchae, et al.
Published: (2025)
PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation
by: Jing, Zonglei, et al.
Published: (2025)
by: Jing, Zonglei, et al.
Published: (2025)
"PhyWorldBench": A Comprehensive Evaluation of Physical Realism in Text-to-Video Models
by: Gu, Jing, et al.
Published: (2025)
by: Gu, Jing, et al.
Published: (2025)
VLIPP: Towards Physically Plausible Video Generation with Vision and Language Informed Physical Prior
by: Yang, Xindi, et al.
Published: (2025)
by: Yang, Xindi, et al.
Published: (2025)
PhyEduVideo: A Benchmark for Evaluating Text-to-Video Models for Physics Education
by: M, Megha Mariam K., et al.
Published: (2026)
by: M, Megha Mariam K., et al.
Published: (2026)
Similar Items
-
Towards Sparse Video Understanding and Reasoning
by: Xu, Chenwei, et al.
Published: (2026) -
Phys4D: Fine-Grained Physics-Consistent 4D Modeling from Video Diffusion
by: Lu, Haoran, et al.
Published: (2026) -
PromptRL: Prompt Matters in RL for Flow-Based Image Generation
by: Wang, Fu-Yun, et al.
Published: (2026) -
PhyRecon: Physically Plausible Neural Scene Reconstruction
by: Ni, Junfeng, et al.
Published: (2024) -
Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization
by: Sun, Shichao, et al.
Published: (2024)