More Than Generation: Unifying Generation and Depth Estimation via Text-to-Image Diffusion Models
Fuente:
arXiv
Saved in:
| Main Authors: | Lin, Hongkai, Liang, Dingkang, Du, Mingyang, Zhou, Xin, Bai, Xiang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Unified Image-Dense Annotation Generation Model for Underwater Scenes
by: Lin, Hongkai, et al.
Published: (2025)
by: Lin, Hongkai, et al.
Published: (2025)
HERMES++: Toward a Unified Driving World Model for 3D Scene Understanding and Generation
by: Zhou, Xin, et al.
Published: (2026)
by: Zhou, Xin, et al.
Published: (2026)
Less is Enough: Training-Free Video Diffusion Acceleration via Runtime-Adaptive Caching
by: Zhou, Xin, et al.
Published: (2025)
by: Zhou, Xin, et al.
Published: (2025)
When Numbers Speak: Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models
by: Sun, Zhengyang, et al.
Published: (2026)
by: Sun, Zhengyang, et al.
Published: (2026)
UniFuture: A 4D Driving World Model for Future Generation and Perception
by: Liang, Dingkang, et al.
Published: (2025)
by: Liang, Dingkang, et al.
Published: (2025)
HERMES: A Unified Self-Driving World Model for Simultaneous 3D Scene Understanding and Generation
by: Zhou, Xin, et al.
Published: (2025)
by: Zhou, Xin, et al.
Published: (2025)
A Unified Framework for 3D Scene Understanding
by: Xu, Wei, et al.
Published: (2024)
by: Xu, Wei, et al.
Published: (2024)
MINIMA: Modality Invariant Image Matching
by: Ren, Jiangwei, et al.
Published: (2024)
by: Ren, Jiangwei, et al.
Published: (2024)
FiffDepth: Feed-forward Transformation of Diffusion-Based Generators for Detailed Depth Estimation
by: Bai, Yunpeng, et al.
Published: (2024)
by: Bai, Yunpeng, et al.
Published: (2024)
Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control Is Easier Than You Think
by: Chen, Liang, et al.
Published: (2025)
by: Chen, Liang, et al.
Published: (2025)
Mini-Monkey: Alleviating the Semantic Sawtooth Effect for Lightweight MLLMs via Complementary Image Pyramid
by: Huang, Mingxin, et al.
Published: (2024)
by: Huang, Mingxin, et al.
Published: (2024)
Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation
by: Ke, Bingxin, et al.
Published: (2023)
by: Ke, Bingxin, et al.
Published: (2023)
UniDream: Unifying Diffusion Priors for Relightable Text-to-3D Generation
by: Liu, Zexiang, et al.
Published: (2023)
by: Liu, Zexiang, et al.
Published: (2023)
MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation
by: Li, Mingcheng, et al.
Published: (2025)
by: Li, Mingcheng, et al.
Published: (2025)
The Role of World Models in Shaping Autonomous Driving: A Comprehensive Survey
by: Tu, Sifan, et al.
Published: (2025)
by: Tu, Sifan, et al.
Published: (2025)
Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model
by: Yi, Mingyang, et al.
Published: (2024)
by: Yi, Mingyang, et al.
Published: (2024)
Muddit: Liberating Generation Beyond Text-to-Image with a Unified Discrete Diffusion Model
by: Shi, Qingyu, et al.
Published: (2025)
by: Shi, Qingyu, et al.
Published: (2025)
Parameter-Efficient Fine-Tuning in Spectral Domain for Point Cloud Learning
by: Liang, Dingkang, et al.
Published: (2024)
by: Liang, Dingkang, et al.
Published: (2024)
PointTPA: Dynamic Network Parameter Adaptation for 3D Scene Understanding
by: Liu, Siyuan, et al.
Published: (2026)
by: Liu, Siyuan, et al.
Published: (2026)
Rhetorical Text-to-Image Generation via Two-layer Diffusion Policy Optimization
by: Zhang, Yuxi, et al.
Published: (2025)
by: Zhang, Yuxi, et al.
Published: (2025)
Controllable Generation with Text-to-Image Diffusion Models: A Survey
by: Cao, Pu, et al.
Published: (2024)
by: Cao, Pu, et al.
Published: (2024)
MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models
by: Xie, Wulin, et al.
Published: (2025)
by: Xie, Wulin, et al.
Published: (2025)
Anomaly Detection by Adapting a pre-trained Vision Language Model
by: Cai, Yuxuan, et al.
Published: (2024)
by: Cai, Yuxuan, et al.
Published: (2024)
Uni-Neur2Img: Unified Neural Signal-Guided Image Generation, Editing, and Stylization via Diffusion Transformers
by: Bai, Xiyue, et al.
Published: (2025)
by: Bai, Xiyue, et al.
Published: (2025)
DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models
by: Wang, Zhendong, et al.
Published: (2025)
by: Wang, Zhendong, et al.
Published: (2025)
Towards Generalized Image Manipulation Localization via Score-based Model
by: Wang, Yunfei, et al.
Published: (2026)
by: Wang, Yunfei, et al.
Published: (2026)
Enhancing Generalization of Depth Estimation Foundation Model via Weakly-Supervised Adaptation with Regularization
by: Huang, Yan, et al.
Published: (2025)
by: Huang, Yan, et al.
Published: (2025)
3DIS: Depth-Driven Decoupled Instance Synthesis for Text-to-Image Generation
by: Zhou, Dewei, et al.
Published: (2024)
by: Zhou, Dewei, et al.
Published: (2024)
Unified Prompt Attack Against Text-to-Image Generation Models
by: Peng, Duo, et al.
Published: (2025)
by: Peng, Duo, et al.
Published: (2025)
Extending Large Vision-Language Model for Diverse Interactive Tasks in Autonomous Driving
by: Zhao, Zongchuang, et al.
Published: (2025)
by: Zhao, Zongchuang, et al.
Published: (2025)
PointMamba: A Simple State Space Model for Point Cloud Analysis
by: Liang, Dingkang, et al.
Published: (2024)
by: Liang, Dingkang, et al.
Published: (2024)
IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation
by: Zhai, Yuanhao, et al.
Published: (2024)
by: Zhai, Yuanhao, et al.
Published: (2024)
SemiETS: Integrating Spatial and Content Consistencies for Semi-Supervised End-to-end Text Spotting
by: Luo, Dongliang, et al.
Published: (2025)
by: Luo, Dongliang, et al.
Published: (2025)
Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis
by: Zhou, Xin, et al.
Published: (2024)
by: Zhou, Xin, et al.
Published: (2024)
Hierarchical Vision-Language Alignment for Text-to-Image Generation via Diffusion Models
by: Johnson, Emily, et al.
Published: (2025)
by: Johnson, Emily, et al.
Published: (2025)
Generation Models Know Space: Unleashing Implicit 3D Priors for Scene Understanding
by: Wu, Xianjin, et al.
Published: (2026)
by: Wu, Xianjin, et al.
Published: (2026)
SceneBooth: Diffusion-based Framework for Subject-preserved Text-to-Image Generation
by: Chai, Shang, et al.
Published: (2025)
by: Chai, Shang, et al.
Published: (2025)
Disciplined Diffusion: Text-to-Image Diffusion Model against NSFW Generation
by: Zhang, Chi, et al.
Published: (2026)
by: Zhang, Chi, et al.
Published: (2026)
AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model
by: Hu, Teng, et al.
Published: (2023)
by: Hu, Teng, et al.
Published: (2023)
StyleInject: Parameter Efficient Tuning of Text-to-Image Diffusion Models
by: Zhou, Mohan, et al.
Published: (2024)
by: Zhou, Mohan, et al.
Published: (2024)
Similar Items
-
A Unified Image-Dense Annotation Generation Model for Underwater Scenes
by: Lin, Hongkai, et al.
Published: (2025) -
HERMES++: Toward a Unified Driving World Model for 3D Scene Understanding and Generation
by: Zhou, Xin, et al.
Published: (2026) -
Less is Enough: Training-Free Video Diffusion Acceleration via Runtime-Adaptive Caching
by: Zhou, Xin, et al.
Published: (2025) -
When Numbers Speak: Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models
by: Sun, Zhengyang, et al.
Published: (2026) -
UniFuture: A 4D Driving World Model for Future Generation and Perception
by: Liang, Dingkang, et al.
Published: (2025)