Guiding Instruction-based Image Editing via Multimodal Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Fu, Tsu-Jui, Hu, Wenze, Du, Xianzhi, Wang, William Yang, Yang, Yinfei, Gan, Zhe |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
UniVG: A Generalist Diffusion Model for Unified Image Generation and Editing
by: Fu, Tsu-Jui, et al.
Published: (2025)
by: Fu, Tsu-Jui, et al.
Published: (2025)
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing
by: Qian, Yusu, et al.
Published: (2025)
by: Qian, Yusu, et al.
Published: (2025)
Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing
by: Qian, Yusu, et al.
Published: (2025)
by: Qian, Yusu, et al.
Published: (2025)
SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning
by: Fu, Tsu-Jui, et al.
Published: (2020)
by: Fu, Tsu-Jui, et al.
Published: (2020)
Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models
by: Zhang, Haotian, et al.
Published: (2024)
by: Zhang, Haotian, et al.
Published: (2024)
DiT-Air: Revisiting the Efficiency of Diffusion Model Architecture Design in Text to Image Generation
by: Chen, Chen, et al.
Published: (2025)
by: Chen, Chen, et al.
Published: (2025)
Text as Images: Can Multimodal Large Language Models Follow Printed Instructions in Pixels?
by: Li, Xiujun, et al.
Published: (2023)
by: Li, Xiujun, et al.
Published: (2023)
MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs
by: Qian, Yusu, et al.
Published: (2024)
by: Qian, Yusu, et al.
Published: (2024)
Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models
by: Lai, Zhengfeng, et al.
Published: (2024)
by: Lai, Zhengfeng, et al.
Published: (2024)
How Easy is It to Fool Your Multimodal LLMs? An Empirical Analysis on Deceptive Prompts
by: Qian, Yusu, et al.
Published: (2024)
by: Qian, Yusu, et al.
Published: (2024)
UniGen-1.5: Enhancing Image Generation and Editing through Reward Unification in Reinforcement Learning
by: Tian, Rui, et al.
Published: (2025)
by: Tian, Rui, et al.
Published: (2025)
Counterfactual Vision-and-Language Navigation via Adversarial Path Sampling
by: Fu, Tsu-Jui, et al.
Published: (2019)
by: Fu, Tsu-Jui, et al.
Published: (2019)
Advancing Egocentric Video Question Answering with Multimodal Large Language Models
by: Patel, Alkesh, et al.
Published: (2025)
by: Patel, Alkesh, et al.
Published: (2025)
Instruction Guided Multi Object Image Editing with Quantity and Layout Consistency
by: Tan, Jiaqi, et al.
Published: (2025)
by: Tan, Jiaqi, et al.
Published: (2025)
MOFI: Learning Image Representations from Noisy Entity Annotated Images
by: Wu, Wentao, et al.
Published: (2023)
by: Wu, Wentao, et al.
Published: (2023)
Visual Autoregressive Modeling for Instruction-Guided Image Editing
by: Mao, Qingyang, et al.
Published: (2025)
by: Mao, Qingyang, et al.
Published: (2025)
CAR-Flow: Condition-Aware Reparameterization Aligns Source and Target for Better Flow Matching
by: Chen, Chen, et al.
Published: (2025)
by: Chen, Chen, et al.
Published: (2025)
T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback
by: Li, Jiachen, et al.
Published: (2024)
by: Li, Jiachen, et al.
Published: (2024)
MDE-Edit: Masked Dual-Editing for Multi-Object Image Editing via Diffusion Models
by: Zhu, Hongyang, et al.
Published: (2025)
by: Zhu, Hongyang, et al.
Published: (2025)
Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing
by: Kim, Joowon, et al.
Published: (2025)
by: Kim, Joowon, et al.
Published: (2025)
From Text to Pixel: Advancing Long-Context Understanding in MLLMs
by: Lu, Yujie, et al.
Published: (2024)
by: Lu, Yujie, et al.
Published: (2024)
Discffusion: Discriminative Diffusion Models as Few-shot Vision and Language Learners
by: He, Xuehai, et al.
Published: (2023)
by: He, Xuehai, et al.
Published: (2023)
StyleBooth: Image Style Editing with Multimodal Instruction
by: Han, Zhen, et al.
Published: (2024)
by: Han, Zhen, et al.
Published: (2024)
SlowFast-LLaVA-1.5: A Family of Token-Efficient Video Large Language Models for Long-Form Video Understanding
by: Xu, Mingze, et al.
Published: (2025)
by: Xu, Mingze, et al.
Published: (2025)
HAWK: Head Importance-Aware Visual Token Pruning in Multimodal Models
by: Zhu, Qihui, et al.
Published: (2026)
by: Zhu, Qihui, et al.
Published: (2026)
PRISM-Bench: A Benchmark of Puzzle-Based Visual Tasks with CoT Error Detection
by: Qian, Yusu, et al.
Published: (2025)
by: Qian, Yusu, et al.
Published: (2025)
ICM-Assistant: Instruction-tuning Multimodal Large Language Models for Rule-based Explainable Image Content Moderation
by: Wu, Mengyang, et al.
Published: (2024)
by: Wu, Mengyang, et al.
Published: (2024)
Taming Outlier Tokens in Diffusion Transformers
by: Wu, Xiaoyu, et al.
Published: (2026)
by: Wu, Xiaoyu, et al.
Published: (2026)
In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer
by: Zhang, Zechuan, et al.
Published: (2025)
by: Zhang, Zechuan, et al.
Published: (2025)
FireEdit: Fine-grained Instruction-based Image Editing via Region-aware Vision Language Model
by: Zhou, Jun, et al.
Published: (2025)
by: Zhou, Jun, et al.
Published: (2025)
MGIMM: Multi-Granularity Instruction Multimodal Model for Attribute-Guided Remote Sensing Image Detailed Description
by: Yang, Cong, et al.
Published: (2024)
by: Yang, Cong, et al.
Published: (2024)
VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View
by: Schumann, Raphael, et al.
Published: (2023)
by: Schumann, Raphael, et al.
Published: (2023)
A Survey of Multimodal-Guided Image Editing with Text-to-Image Diffusion Models
by: Shuai, Xincheng, et al.
Published: (2024)
by: Shuai, Xincheng, et al.
Published: (2024)
Towards Generalized Image Manipulation Localization via Score-based Model
by: Wang, Yunfei, et al.
Published: (2026)
by: Wang, Yunfei, et al.
Published: (2026)
VIVA: VLM-Guided Instruction-Based Video Editing with Reward Optimization
by: Cong, Xiaoyan, et al.
Published: (2025)
by: Cong, Xiaoyan, et al.
Published: (2025)
InstructAV2AV: Instruction-Guided Audio-Video Joint Editing
by: Zheng, Haojie, et al.
Published: (2026)
by: Zheng, Haojie, et al.
Published: (2026)
STIV: Scalable Text and Image Conditioned Video Generation
by: Lin, Zongyu, et al.
Published: (2024)
by: Lin, Zongyu, et al.
Published: (2024)
Reasoning to Edit: Hypothetical Instruction-Based Image Editing with Visual Reasoning
by: He, Qingdong, et al.
Published: (2025)
by: He, Qingdong, et al.
Published: (2025)
ComplexBench-Edit: Benchmarking Complex Instruction-Driven Image Editing via Compositional Dependencies
by: Wang, Chenglin, et al.
Published: (2025)
by: Wang, Chenglin, et al.
Published: (2025)
DeepMMSearch-R1: Empowering Multimodal LLMs in Multimodal Web Search
by: Narayan, Kartik, et al.
Published: (2025)
by: Narayan, Kartik, et al.
Published: (2025)
Similar Items
-
UniVG: A Generalist Diffusion Model for Unified Image Generation and Editing
by: Fu, Tsu-Jui, et al.
Published: (2025) -
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing
by: Qian, Yusu, et al.
Published: (2025) -
Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing
by: Qian, Yusu, et al.
Published: (2025) -
SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning
by: Fu, Tsu-Jui, et al.
Published: (2020) -
Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models
by: Zhang, Haotian, et al.
Published: (2024)