SOWing Information: Cultivating Contextual Coherence with MLLMs in Image Generation
Fuente:
arXiv
Guardado en:
| Autores principales: | Pei, Yuhan, Wang, Ruoyu, Yang, Yongqi, Zhu, Ye, Russakovsky, Olga, Wu, Yu |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Personalized Generative Models for Contextual Debiasing
por: Liang, Xinran, et al.
Publicado: (2026)
por: Liang, Xinran, et al.
Publicado: (2026)
The Silent Assistant: NoiseQuery as Implicit Guidance for Goal-Driven Image Generation
por: Wang, Ruoyu, et al.
Publicado: (2024)
por: Wang, Ruoyu, et al.
Publicado: (2024)
Seeing Beyond the Scene: Analyzing and Mitigating Background Bias in Action Recognition
por: Zhou, Ellie, et al.
Publicado: (2025)
por: Zhou, Ellie, et al.
Publicado: (2025)
D$^3$: Scaling Up Deepfake Detection by Learning from Discrepancy
por: Yang, Yongqi, et al.
Publicado: (2024)
por: Yang, Yongqi, et al.
Publicado: (2024)
Discrete Diffusion Models with MLLMs for Unified Medical Multimodal Generation
por: Mao, Jiawei, et al.
Publicado: (2025)
por: Mao, Jiawei, et al.
Publicado: (2025)
D2D: Detector-to-Differentiable Critic for Improved Numeracy in Text-to-Image Generation
por: Yoo, Nobline, et al.
Publicado: (2025)
por: Yoo, Nobline, et al.
Publicado: (2025)
UniEditBench: A Unified and Cost-Effective Benchmark for Image and Video Editing via Distilled MLLMs
por: Jiang, Lifan, et al.
Publicado: (2026)
por: Jiang, Lifan, et al.
Publicado: (2026)
Dense Connector for MLLMs
por: Yao, Huanjin, et al.
Publicado: (2024)
por: Yao, Huanjin, et al.
Publicado: (2024)
VAP-Diffusion: Enriching Descriptions with MLLMs for Enhanced Medical Image Generation
por: Huang, Peng, et al.
Publicado: (2025)
por: Huang, Peng, et al.
Publicado: (2025)
Beyond Objects: Contextual Synthetic Data Generation for Fine-Grained Classification
por: Yang, William, et al.
Publicado: (2025)
por: Yang, William, et al.
Publicado: (2025)
Taming a Retrieval Framework to Read Images in Humanlike Manner for Augmenting Generation of MLLMs
por: Xi, Suyang, et al.
Publicado: (2025)
por: Xi, Suyang, et al.
Publicado: (2025)
Diffusion in Diffusion: Cyclic One-Way Diffusion for Text-Vision-Conditioned Generation
por: Wang, Ruoyu, et al.
Publicado: (2023)
por: Wang, Ruoyu, et al.
Publicado: (2023)
Non-Markov Multi-Round Conversational Image Generation with History-Conditioned MLLMs
por: Zhang, Haochen, et al.
Publicado: (2026)
por: Zhang, Haochen, et al.
Publicado: (2026)
Taming Hallucinations: Boosting MLLMs' Video Understanding via Counterfactual Video Generation
por: Huang, Zhe, et al.
Publicado: (2025)
por: Huang, Zhe, et al.
Publicado: (2025)
Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs
por: Ji, Yikun, et al.
Publicado: (2025)
por: Ji, Yikun, et al.
Publicado: (2025)
BrainDreamer: Reasoning-Coherent and Controllable Image Generation from EEG Brain Signals via Language Guidance
por: Wang, Ling, et al.
Publicado: (2024)
por: Wang, Ling, et al.
Publicado: (2024)
EVE: Verifiable Self-Evolution of MLLMs via Executable Visual Transformations
por: Heng, Yongrui, et al.
Publicado: (2026)
por: Heng, Yongrui, et al.
Publicado: (2026)
GRIT: Teaching MLLMs to Think with Images
por: Fan, Yue, et al.
Publicado: (2025)
por: Fan, Yue, et al.
Publicado: (2025)
GranViT: A Fine-Grained Vision Model With Autoregressive Perception For MLLMs
por: Zheng, Guanghao, et al.
Publicado: (2025)
por: Zheng, Guanghao, et al.
Publicado: (2025)
Lifting the Veil on Visual Information Flow in MLLMs: Unlocking Pathways to Faster Inference
por: Yin, Hao, et al.
Publicado: (2025)
por: Yin, Hao, et al.
Publicado: (2025)
Learning to Focus and Precise Cropping: A Reinforcement Learning Framework with Information Gaps and Grounding Loss for MLLMs
por: Zhao, Xuanpu, et al.
Publicado: (2026)
por: Zhao, Xuanpu, et al.
Publicado: (2026)
Look Before You Decide: Prompting Active Deduction of MLLMs for Assumptive Reasoning
por: Li, Yian, et al.
Publicado: (2024)
por: Li, Yian, et al.
Publicado: (2024)
Contextualized Diffusion Models for Text-Guided Image and Video Generation
por: Yang, Ling, et al.
Publicado: (2024)
por: Yang, Ling, et al.
Publicado: (2024)
IDPruner: Harmonizing Importance and Diversity in Visual Token Pruning for MLLMs
por: Tan, Yifan, et al.
Publicado: (2026)
por: Tan, Yifan, et al.
Publicado: (2026)
Dual-stream Transformer-GCN Model with Contextualized Representations Learning for Monocular 3D Human Pose Estimation
por: Ye, Mingrui, et al.
Publicado: (2025)
por: Ye, Mingrui, et al.
Publicado: (2025)
How Do Medical MLLMs Fail? A Study on Visual Grounding in Medical Images
por: Liu, Guimeng, et al.
Publicado: (2026)
por: Liu, Guimeng, et al.
Publicado: (2026)
A Benchmark for Ultra-High-Resolution Remote Sensing MLLMs
por: Dang, Yunkai, et al.
Publicado: (2025)
por: Dang, Yunkai, et al.
Publicado: (2025)
CAVALRY-V: A Large-Scale Generator Framework for Adversarial Attacks on Video MLLMs
por: Zhang, Jiaming, et al.
Publicado: (2025)
por: Zhang, Jiaming, et al.
Publicado: (2025)
Enhance Multimodal Consistency and Coherence for Text-Image Plan Generation
por: Lu, Xiaoxin, et al.
Publicado: (2025)
por: Lu, Xiaoxin, et al.
Publicado: (2025)
Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events
por: Liu, Xiaolin, et al.
Publicado: (2026)
por: Liu, Xiaolin, et al.
Publicado: (2026)
Analyzing the Roles of Language and Vision in Learning from Limited Data
por: Chen, Allison, et al.
Publicado: (2024)
por: Chen, Allison, et al.
Publicado: (2024)
PGT: Procedurally Generated Tasks for improving visual grounding in MLLMs
por: Assouel, Rim, et al.
Publicado: (2026)
por: Assouel, Rim, et al.
Publicado: (2026)
Enhancing Object Coherence in Layout-to-Image Synthesis
por: Wang, Yibin, et al.
Publicado: (2023)
por: Wang, Yibin, et al.
Publicado: (2023)
Explore the Hallucination on Low-level Perception for MLLMs
por: Sun, Yinan, et al.
Publicado: (2024)
por: Sun, Yinan, et al.
Publicado: (2024)
ImageRef-VL: Enabling Contextual Image Referencing in Vision-Language Models
por: Yi, Jingwei, et al.
Publicado: (2025)
por: Yi, Jingwei, et al.
Publicado: (2025)
Stabilizing Unsupervised Self-Evolution of MLLMs via Continuous Softened Retracing reSampling
por: Yu, Yunyao, et al.
Publicado: (2026)
por: Yu, Yunyao, et al.
Publicado: (2026)
Technical Approach for the EMI Challenge in the 8th Affective Behavior Analysis in-the-Wild Competition
por: Yu, Jun, et al.
Publicado: (2025)
por: Yu, Jun, et al.
Publicado: (2025)
Unlocking the Potential of MLLMs in Referring Expression Segmentation via a Light-weight Mask Decoder
por: Wang, Jingchao, et al.
Publicado: (2025)
por: Wang, Jingchao, et al.
Publicado: (2025)
HumanVideo-MME: Benchmarking MLLMs for Human-Centric Video Understanding
por: Cai, Yuxuan, et al.
Publicado: (2025)
por: Cai, Yuxuan, et al.
Publicado: (2025)
From Training-Free to Adaptive: Empirical Insights into MLLMs' Understanding of Detection Information
por: Jiao, Qirui, et al.
Publicado: (2024)
por: Jiao, Qirui, et al.
Publicado: (2024)
Ejemplares similares
-
Personalized Generative Models for Contextual Debiasing
por: Liang, Xinran, et al.
Publicado: (2026) -
The Silent Assistant: NoiseQuery as Implicit Guidance for Goal-Driven Image Generation
por: Wang, Ruoyu, et al.
Publicado: (2024) -
Seeing Beyond the Scene: Analyzing and Mitigating Background Bias in Action Recognition
por: Zhou, Ellie, et al.
Publicado: (2025) -
D$^3$: Scaling Up Deepfake Detection by Learning from Discrepancy
por: Yang, Yongqi, et al.
Publicado: (2024) -
Discrete Diffusion Models with MLLMs for Unified Medical Multimodal Generation
por: Mao, Jiawei, et al.
Publicado: (2025)