Imagen de Portada

A Unified and Controllable Framework for Layered Image Generation with Visual Effects

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Yang, Jinrui, Liu, Qing, Li, Yijun, Ren, Mengwei, Zhang, Letian, Lin, Zhe, Xie, Cihang, Zhou, Yuyin
Formato:	Preprint
Publicado:	2026
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

Generative Image Layer Decomposition with Visual Effects
por: Yang, Jinrui, et al.
Publicado: (2024)

GPT-IMAGE-EDIT-1.5M: A Million-Scale, GPT-Generated Image Dataset
por: Wang, Yuhan, et al.
Publicado: (2025)

OpenVision 2: A Family of Generative Pretrained Visual Encoders for Multimodal Learning
por: Liu, Yanqing, et al.
Publicado: (2025)

Scaling White-Box Transformers for Vision
por: Yang, Jinrui, et al.
Publicado: (2024)

$\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark
por: Yang, Siwei, et al.
Publicado: (2025)

LayerFusion: Harmonized Multi-Layer Text-to-Image Generation with Generative Priors
por: Dalva, Yusuf, et al.
Publicado: (2024)

Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training
por: Gao, Yipeng, et al.
Publicado: (2023)

How Long Can Unified Multimodal Models Generate Images Reliably? Taming Long-Horizon Interleaved Image Generation via Context Curation
por: Chen, Haoyu, et al.
Publicado: (2026)

Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More
por: Wang, Feng, et al.
Publicado: (2025)

ROVI: A VLM-LLM Re-Captioned Dataset for Open-Vocabulary Instance-Grounded Text-to-Image Generation
por: Peng, Cihang, et al.
Publicado: (2025)

Story-Iter: A Training-free Iterative Paradigm for Long Story Visualization
por: Mao, Jiawei, et al.
Publicado: (2024)

Decoupled Residual Denoising Diffusion Models for Unified and Data Efficient Image-to-Image Translation
por: Lin, Ziyue, et al.
Publicado: (2026)

HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing
por: Hui, Mude, et al.
Publicado: (2024)

EditVerse: Unifying Image and Video Editing and Generation with In-Context Learning
por: Ju, Xuan, et al.
Publicado: (2025)

3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 Challenge
por: Yang, Siwei, et al.
Publicado: (2024)

What If We Recaption Billions of Web Images with LLaMA-3?
por: Li, Xianhang, et al.
Publicado: (2024)

Kestrel: Grounding Self-Refinement for LVLM Hallucination Mitigation
por: Mao, Jiawei, et al.
Publicado: (2026)

Mamba-R: Vision Mamba ALSO Needs Registers
por: Wang, Feng, et al.
Publicado: (2024)

Medical Vision Generalist: Unifying Medical Imaging Tasks in Context
por: Ren, Sucheng, et al.
Publicado: (2024)

M-VAR: Decoupled Scale-wise Autoregressive Modeling for High-Quality Image Generation
por: Ren, Sucheng, et al.
Publicado: (2024)

Adventurer: Optimizing Vision Mamba Architecture Designs for Efficiency
por: Wang, Feng, et al.
Publicado: (2024)

ARFlow: Autoregressive Flow with Hybrid Linear Attention
por: Hui, Mude, et al.
Publicado: (2025)

Rejuvenating image-GPT as Strong Visual Representation Learners
por: Ren, Sucheng, et al.
Publicado: (2023)

Filter & Align: Leveraging Human Knowledge to Curate Image-Text Data
por: Zhang, Lei, et al.
Publicado: (2023)

Both Semantics and Reconstruction Matter: Making Representation Encoders Ready for Text-to-Image Generation and Editing
por: Zhang, Shilong, et al.
Publicado: (2025)

Omni-MMSI: Toward Identity-attributed Social Interaction Understanding
por: Li, Xinpeng, et al.
Publicado: (2026)

HBridge: H-Shape Bridging of Heterogeneous Experts for Unified Multimodal Understanding and Generation
por: Wang, Xiang, et al.
Publicado: (2025)

MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine
por: Xie, Yunfei, et al.
Publicado: (2024)

L2B: Learning to Bootstrap Robust Models for Combating Label Noise
por: Zhou, Yuyin, et al.
Publicado: (2022)

Text-Animator: Controllable Visual Text Video Generation
por: Liu, Lin, et al.
Publicado: (2024)

Omni-Effects: Unified and Spatially-Controllable Visual Effects Generation
por: Mao, Fangyuan, et al.
Publicado: (2025)

Double Visual Defense: Adversarial Pre-training and Instruction Tuning for Improving Vision-Language Model Robustness
por: Wang, Zeyu, et al.
Publicado: (2025)

CLIPS: An Enhanced CLIP Framework for Learning with Synthetic Captions
por: Liu, Yanqing, et al.
Publicado: (2024)

CAST: Modeling Visual State Transitions for Consistent Video Retrieval
por: Liu, Yanqing, et al.
Publicado: (2026)

LightFusion: A Light-weighted, Double Fusion Framework for Unified Multimodal Understanding and Generation
por: Wang, Zeyu, et al.
Publicado: (2025)

MedFrameQA: A Multi-Image Medical VQA Benchmark for Clinical Reasoning
por: Yu, Suhao, et al.
Publicado: (2025)

A Comprehensive Analysis of Mamba for 3D Volumetric Medical Image Segmentation
por: Wang, Chaohan, et al.
Publicado: (2025)

MG-MotionLLM: A Unified Framework for Motion Comprehension and Generation across Multiple Granularities
por: Wu, Bizhu, et al.
Publicado: (2025)

CoDA: From Text-to-Image Diffusion Models to Training-Free Dataset Distillation
por: Zhou, Letian, et al.
Publicado: (2025)

Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-stage Image-to-3D Generation and Reconstruction
por: Cai, Yuanhao, et al.
Publicado: (2024)