Cover Image

LAMS-Edit: Latent and Attention Mixing with Schedulers for Improved Content Preservation in Diffusion-Based Image and Style Editing

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Fu, Wingwa, Okatani, Takayuki
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Rethinking Unsupervised Domain Adaptation for Semantic Segmentation
by: Wang, Zhijie, et al.
Published: (2022)

Improving Diffusion-Based Image Editing Faithfulness via Guidance and Scheduling
by: Cho, Hansam, et al.
Published: (2025)

LatentEdit: Adaptive Latent Control for Consistent Semantic Editing
by: Liu, Siyi, et al.
Published: (2025)

Temporal Insight Enhancement: Mitigating Temporal Hallucination in Multimodal Large Language Models
by: Sun, Li, et al.
Published: (2024)

360° Image Perception with MLLMs: A Comprehensive Benchmark and a Training-Free Method
by: Tran, Huyen T. T., et al.
Published: (2026)

SpotEdit: Selective Region Editing in Diffusion Transformers
by: Qin, Zhibin, et al.
Published: (2025)

Towards Efficient Diffusion-Based Image Editing with Instant Attention Masks
by: Zou, Siyu, et al.
Published: (2024)

An Improved Method for Personalizing Diffusion Models
by: Zeng, Yan, et al.
Published: (2024)

BrushEdit: All-In-One Image Inpainting and Editing
by: Li, Yaowei, et al.
Published: (2024)

Latent Diffusion Models for Attribute-Preserving Image Anonymization
by: Piano, Luca, et al.
Published: (2024)

MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval
by: Sogi, Naoya, et al.
Published: (2025)

DPDEdit: Detail-Preserved Diffusion Models for Multimodal Fashion Image Editing
by: Wang, Xiaolong, et al.
Published: (2024)

QwenStyle: Content-Preserving Style Transfer with Qwen-Image-Edit
by: Zhang, Shiwen, et al.
Published: (2026)

Specify and Edit: Overcoming Ambiguity in Text-Based Image Editing
by: Iakovleva, Ekaterina, et al.
Published: (2024)

PostEdit: Posterior Sampling for Efficient Zero-Shot Image Editing
by: Tian, Feng, et al.
Published: (2024)

ContextDrag: Precise Drag-Based Image Editing via Context-Preserving Token Injection and Position-Aligned Attention
by: He, Huiguo, et al.
Published: (2025)

Cascaded Multi-Scale Attention for Enhanced Multi-Scale Feature Extraction and Interaction with Low-Resolution Images
by: Lu, Xiangyong, et al.
Published: (2024)

SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing
by: Li, Ming, et al.
Published: (2025)

HP-Edit: A Human-Preference Post-Training Framework for Image Editing
by: Li, Fan, et al.
Published: (2026)

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

OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision
by: Wei, Cong, et al.
Published: (2024)

ImageEdit-R1: Boosting Multi-Agent Image Editing via Reinforcement Learning
by: Zhao, Yiran, et al.
Published: (2026)

MotionEdit: Benchmarking and Learning Motion-Centric Image Editing
by: Wan, Yixin, et al.
Published: (2025)

Fuse Your Latents: Video Editing with Multi-source Latent Diffusion Models
by: Lu, Tianyi, et al.
Published: (2023)

Re-Attentional Controllable Video Diffusion Editing
by: Wang, Yuanzhi, et al.
Published: (2024)

WorldEdit: Towards Open-World Image Editing with a Knowledge-Informed Benchmark
by: Lin, Wang, et al.
Published: (2026)

InEdit-Bench: Benchmarking Intermediate Logical Pathways for Intelligent Image Editing Models
by: Sheng, Zhiqiang, et al.
Published: (2026)

FreeEdit: Mask-free Reference-based Image Editing with Multi-modal Instruction
by: He, Runze, et al.
Published: (2024)

Improved Noise Schedule for Diffusion Training
by: Hang, Tiankai, et al.
Published: (2024)

Domain-Specific Latent Representations Improve the Fidelity of Diffusion-Based Medical Image Super-Resolution
by: Cajas, Sebastian, et al.
Published: (2026)

Dual-Channel Attention Guidance for Training-Free Image Editing Control in Diffusion Transformers
by: Li, Guandong
Published: (2026)

VecSet-Edit: Unleashing Pre-trained LRM for Mesh Editing from Single Image
by: Hsiao, Teng-Fang, et al.
Published: (2026)

CannyEdit: Selective Canny Control and Dual-Prompt Guidance for Training-Free Image Editing
by: Xie, Weiyan, et al.
Published: (2025)

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

Unsupervised Region-Based Image Editing of Denoising Diffusion Models
by: Li, Zixiang, et al.
Published: (2024)

SNR-Edit: Structure-Aware Noise Rectification for Inversion-Free Flow-Based Editing
by: Jiang, Lifan, et al.
Published: (2026)

Contrastive Denoising Score for Text-guided Latent Diffusion Image Editing
by: Nam, Hyelin, et al.
Published: (2023)

Action-Agnostic Point-Level Supervision for Temporal Action Detection
by: Yoshida, Shuhei M., et al.
Published: (2024)

AttnMod: Attention-Based New Art Styles
by: Su, Shih-Chieh
Published: (2024)

Preserve or Modify? Context-Aware Evaluation for Balancing Preservation and Modification in Text-Guided Image Editing
by: Kim, Yoonjeon, et al.
Published: (2024)