Imagen de Portada

AnySynth: Harnessing the Power of Image Synthetic Data Generation for Generalized Vision-Language Tasks

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Li, You, Ma, Fan, Yang, Yi
Formato:	Preprint
Publicado:	2024
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

Synth-Align: Improving Trustworthiness in Vision-Language Model with Synthetic Preference Data Alignment
por: Wijaya, Robert, et al.
Publicado: (2024)

SynthVision -- Harnessing Minimal Input for Maximal Output in Computer Vision Models using Synthetic Image data
por: Kularathne, Yudara, et al.
Publicado: (2024)

MIGC++: Advanced Multi-Instance Generation Controller for Image Synthesis
por: Zhou, Dewei, et al.
Publicado: (2024)

SynthSeg-Agents: Multi-Agent Synthetic Data Generation for Zero-Shot Weakly Supervised Semantic Segmentation
por: Wu, Wangyu, et al.
Publicado: (2025)

Harnessing the Power of Large Vision Language Models for Synthetic Image Detection
por: Keita, Mamadou, et al.
Publicado: (2024)

Harnessing Diffusion-Generated Synthetic Images for Fair Image Classification
por: Basu, Abhipsa, et al.
Publicado: (2025)

MIGC: Multi-Instance Generation Controller for Text-to-Image Synthesis
por: Zhou, Dewei, et al.
Publicado: (2024)

Synth It Like KITTI: Synthetic Data Generation for Object Detection in Driving Scenarios
por: Marcus, Richard, et al.
Publicado: (2025)

Harnessing Machine Learning for Discerning AI-Generated Synthetic Images
por: Wang, Yuyang, et al.
Publicado: (2024)

Few-Shot Synthetic Data Generation with Diffusion Models for Downstream Vision Tasks
por: Dushenev, Daniil, et al.
Publicado: (2026)

Any-to-Any Vision-Language Model for Multimodal X-ray Imaging and Radiological Report Generation
por: Molino, Daniele, et al.
Publicado: (2025)

Echo-4o: Harnessing the Power of GPT-4o Synthetic Images for Improved Image Generation
por: Ye, Junyan, et al.
Publicado: (2025)

Imagine and Seek: Improving Composed Image Retrieval with an Imagined Proxy
por: Li, You, et al.
Publicado: (2024)

Harnessing Caption Detailness for Data-Efficient Text-to-Image Generation
por: Wang, Xinran, et al.
Publicado: (2025)

ViTAR: Vision Transformer with Any Resolution
por: Fan, Qihang, et al.
Publicado: (2024)

Cross-Lingual SynthDocs: A Large-Scale Synthetic Corpus for Any to Arabic OCR and Document Understanding
por: Al-Homoud, Haneen, et al.
Publicado: (2025)

Synth$^2$: Boosting Visual-Language Models with Synthetic Captions and Image Embeddings
por: Sharifzadeh, Sahand, et al.
Publicado: (2024)

Any-to-3D Generation via Hybrid Diffusion Supervision
por: Fan, Yijun, et al.
Publicado: (2024)

Image Regeneration: Evaluating Text-to-Image Model via Generating Identical Image with Multimodal Large Language Models
por: Meng, Chutian, et al.
Publicado: (2024)

OmniSCV: An Omnidirectional Synthetic Image Generator for Computer Vision
por: Berenguel-Baeta, Bruno, et al.
Publicado: (2024)

Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation
por: Wei, Zhixiang, et al.
Publicado: (2023)

Role-SynthCLIP: A Role Play Driven Diverse Synthetic Data Approach
por: Huangfu, Yuanxiang, et al.
Publicado: (2025)

UMIT: Unifying Medical Imaging Tasks via Vision-Language Models
por: Yu, Haiyang, et al.
Publicado: (2025)

Enhancing Vision-Language Compositional Understanding with Multimodal Synthetic Data
por: Li, Haoxin, et al.
Publicado: (2025)

SynthVLM: Towards High-Quality and Efficient Synthesis of Image-Caption Datasets for Vision-Language Models
por: Liu, Zheng, et al.
Publicado: (2024)

Segment Any-Quality Images with Generative Latent Space Enhancement
por: Guo, Guangqian, et al.
Publicado: (2025)

Single Image, Any Face: Generalisable 3D Face Generation
por: Wang, Wenqing, et al.
Publicado: (2024)

Depth Any Video with Scalable Synthetic Data
por: Yang, Honghui, et al.
Publicado: (2024)

Synthetic Defect Image Generation for Power Line Insulator Inspection Using Multimodal Large Language Models
por: Wang, Xuesong, et al.
Publicado: (2026)

AnyRefill: A Unified, Data-Efficient Framework for Left-Prompt-Guided Vision Tasks
por: Xie, Ming, et al.
Publicado: (2025)

A Conditional Generative Framework for Synthetic Data Augmentation in Segmenting Thin and Elongated Structures in Biological Images
por: Liu, Yi, et al.
Publicado: (2025)

Mask Factory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation
por: Qian, Haotian, et al.
Publicado: (2024)

SynthRAR: Ring Artifacts Reduction in CT with Unrolled Network and Synthetic Data Training
por: Yang, Hongxu, et al.
Publicado: (2026)

Histopathology Image Report Generation by Vision Language Model with Multimodal In-Context Learning
por: Liu, Shih-Wen, et al.
Publicado: (2025)

Selective, Regularized, and Calibrated: Harnessing Vision Foundation Models for Cross-Domain Few-Shot Semantic Segmentation
por: Ma, Junyuan, et al.
Publicado: (2026)

Vision-Language Synthetic Data Enhances Echocardiography Downstream Tasks
por: Ashrafian, Pooria, et al.
Publicado: (2024)

3D Vision and Language Pretraining with Large-Scale Synthetic Data
por: Yang, Dejie, et al.
Publicado: (2024)

Dereflection Any Image with Diffusion Priors and Diversified Data
por: Hu, Jichen, et al.
Publicado: (2025)

MultiFloodSynth: Multi-Annotated Flood Synthetic Dataset Generation
por: Kang, YoonJe, et al.
Publicado: (2025)

GUESS:GradUally Enriching SyntheSis for Text-Driven Human Motion Generation
por: Gao, Xuehao, et al.
Publicado: (2024)