PlanGen: Towards Unified Layout Planning and Image Generation in Auto-Regressive Vision Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | He, Runze, Cheng, Bo, Ma, Yuhang, Jia, Qingxiang, Liu, Shanyuan, Ma, Ao, Wu, Xiaoyu, Wu, Liebucha, Leng, Dawei, Yin, Yuhui |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation
by: Cheng, Bo, et al.
Published: (2024)
by: Cheng, Bo, et al.
Published: (2024)
Bridge Diffusion Model: Bridge Chinese Text-to-Image Diffusion Model with English Communities
by: Liu, Shanyuan, et al.
Published: (2023)
by: Liu, Shanyuan, et al.
Published: (2023)
NAMI: Efficient Image Generation via Bridged Progressive Rectified Flow Transformers
by: Ma, Yuhang, et al.
Published: (2025)
by: Ma, Yuhang, et al.
Published: (2025)
CTA-Flux: Integrating Chinese Cultural Semantics into High-Quality English Text-to-Image Communities
by: Gong, Yue, et al.
Published: (2025)
by: Gong, Yue, et al.
Published: (2025)
RevealLayer: Disentangling Hidden and Visible Layers via Occlusion-Aware Image Decomposition
by: Wang, Binhao, et al.
Published: (2026)
by: Wang, Binhao, et al.
Published: (2026)
RPiAE: A Representation-Pivoted Autoencoder Enhancing Both Image Generation and Editing
by: Gong, Yue, et al.
Published: (2026)
by: Gong, Yue, et al.
Published: (2026)
NanoControl: A Lightweight Framework for Precise and Efficient Control in Diffusion Transformer
by: Liu, Shanyuan, et al.
Published: (2025)
by: Liu, Shanyuan, et al.
Published: (2025)
FLUX-Makeup: High-Fidelity, Identity-Consistent, and Robust Makeup Transfer via Diffusion Transformer
by: Zhu, Jian, et al.
Published: (2025)
by: Zhu, Jian, et al.
Published: (2025)
U-StyDiT: Ultra-high Quality Artistic Style Transfer Using Diffusion Transformers
by: Zhang, Zhanjie, et al.
Published: (2025)
by: Zhang, Zhanjie, et al.
Published: (2025)
RefTon: Reference person shot assist virtual Try-on
by: Li, Liuzhuozheng, et al.
Published: (2025)
by: Li, Liuzhuozheng, et al.
Published: (2025)
WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation
by: Wang, Jing, et al.
Published: (2025)
by: Wang, Jing, et al.
Published: (2025)
Qihoo-T2X: An Efficient Proxy-Tokenized Diffusion Transformer for Text-to-Any-Task
by: Wang, Jing, et al.
Published: (2024)
by: Wang, Jing, et al.
Published: (2024)
FG-CLIP 2: A Bilingual Fine-grained Vision-Language Alignment Model
by: Xie, Chunyu, et al.
Published: (2025)
by: Xie, Chunyu, et al.
Published: (2025)
LMM-Det: Make Large Multimodal Models Excel in Object Detection
by: Li, Jincheng, et al.
Published: (2025)
by: Li, Jincheng, et al.
Published: (2025)
X-Prompt: Towards Universal In-Context Image Generation in Auto-Regressive Vision Language Foundation Models
by: Sun, Zeyi, et al.
Published: (2024)
by: Sun, Zeyi, et al.
Published: (2024)
LayoutAgent: A Vision-Language Agent Guided Compositional Diffusion for Spatial Layout Planning
by: Fan, Zezhong, et al.
Published: (2025)
by: Fan, Zezhong, et al.
Published: (2025)
RL-Based Coverage Path Planning for Deformable Objects on 3D Surfaces
by: Zhang, Yuhang, et al.
Published: (2026)
by: Zhang, Yuhang, et al.
Published: (2026)
RzenEmbed: Towards Comprehensive Multimodal Retrieval
by: Jian, Weijian, et al.
Published: (2025)
by: Jian, Weijian, et al.
Published: (2025)
IAA: Inner-Adaptor Architecture Empowers Frozen Large Language Model with Multimodal Capabilities
by: Wang, Bin, et al.
Published: (2024)
by: Wang, Bin, et al.
Published: (2024)
STAR: STacked AutoRegressive Scheme for Unified Multimodal Learning
by: Qin, Jie, et al.
Published: (2025)
by: Qin, Jie, et al.
Published: (2025)
EchoGen: Cycle-Consistent Learning for Unified Layout-Image Generation and Understanding
by: Zou, Kai, et al.
Published: (2026)
by: Zou, Kai, et al.
Published: (2026)
Auto-Regressively Generating Multi-View Consistent Images
by: Hu, JiaKui, et al.
Published: (2025)
by: Hu, JiaKui, et al.
Published: (2025)
uLayout: Unified Room Layout Estimation for Perspective and Panoramic Images
by: Lee, Jonathan, et al.
Published: (2025)
by: Lee, Jonathan, et al.
Published: (2025)
Human-like AI-based Auto-Field-in-Field Whole-Brain Radiotherapy Treatment Planning With Conversation Large Language Model Feedback
by: Jafar, Adnan, et al.
Published: (2026)
by: Jafar, Adnan, et al.
Published: (2026)
A Propagation Framework for Network Regression
by: Ma, Yingying, et al.
Published: (2026)
by: Ma, Yingying, et al.
Published: (2026)
Traffic Regulation-aware Path Planning with Regulation Databases and Vision-Language Models
by: Han, Xu, et al.
Published: (2025)
by: Han, Xu, et al.
Published: (2025)
Stop-Think-AutoRegress: Language Modeling with Latent Diffusion Planning
by: Lovelace, Justin, et al.
Published: (2026)
by: Lovelace, Justin, et al.
Published: (2026)
Using Left and Right Brains Together: Towards Vision and Language Planning
by: Cen, Jun, et al.
Published: (2024)
by: Cen, Jun, et al.
Published: (2024)
Robust Asynchronous Planning via Auto-Formalization
by: Zhang, Jiayi, et al.
Published: (2026)
by: Zhang, Jiayi, et al.
Published: (2026)
Nested AutoRegressive Models
by: Wu, Hongyu, et al.
Published: (2025)
by: Wu, Hongyu, et al.
Published: (2025)
Probing Visual Planning in Image Editing Models
by: Zhou, Zhimu, et al.
Published: (2026)
by: Zhou, Zhimu, et al.
Published: (2026)
GenPlanX. Generation of Plans and Execution
by: Borrajo, Daniel, et al.
Published: (2025)
by: Borrajo, Daniel, et al.
Published: (2025)
PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization
by: Cao, Zouying, et al.
Published: (2025)
by: Cao, Zouying, et al.
Published: (2025)
CyCLeGen: Cycle-Consistent Layout Prediction and Image Generation in Vision Foundation Models
by: Shan, Xiaojun, et al.
Published: (2026)
by: Shan, Xiaojun, et al.
Published: (2026)
A Watermark for Auto-Regressive Image Generation Models
by: Wu, Yihan, et al.
Published: (2025)
by: Wu, Yihan, et al.
Published: (2025)
TerraGen: A Unified Multi-Task Layout Generation Framework for Remote Sensing Data Augmentation
by: Tang, Datao, et al.
Published: (2025)
by: Tang, Datao, et al.
Published: (2025)
ContextGen: Contextual Layout Anchoring for Identity-Consistent Multi-Instance Generation
by: Xu, Ruihang, et al.
Published: (2025)
by: Xu, Ruihang, et al.
Published: (2025)
CogniPlan: Uncertainty-Guided Path Planning with Conditional Generative Layout Prediction
by: Wang, Yizhuo, et al.
Published: (2025)
by: Wang, Yizhuo, et al.
Published: (2025)
Perceive-then-Plan: Layout-as-Policy for Monocular 3D Scene Layout Estimation
by: Zhou, Junwei, et al.
Published: (2026)
by: Zhou, Junwei, et al.
Published: (2026)
InfinityStar: Unified Spacetime AutoRegressive Modeling for Visual Generation
by: Liu, Jinlai, et al.
Published: (2025)
by: Liu, Jinlai, et al.
Published: (2025)
Similar Items
-
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation
by: Cheng, Bo, et al.
Published: (2024) -
Bridge Diffusion Model: Bridge Chinese Text-to-Image Diffusion Model with English Communities
by: Liu, Shanyuan, et al.
Published: (2023) -
NAMI: Efficient Image Generation via Bridged Progressive Rectified Flow Transformers
by: Ma, Yuhang, et al.
Published: (2025) -
CTA-Flux: Integrating Chinese Cultural Semantics into High-Quality English Text-to-Image Communities
by: Gong, Yue, et al.
Published: (2025) -
RevealLayer: Disentangling Hidden and Visible Layers via Occlusion-Aware Image Decomposition
by: Wang, Binhao, et al.
Published: (2026)