Cover Image

Image Generation Diversity Issues and How to Tame Them

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Dombrowski, Mischa, Zhang, Weitong, Cechnicka, Sarah, Reynaud, Hadrien, Kainz, Bernhard
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

JVID: Joint Video-Image Diffusion for Visual-Quality and Temporal-Consistency in Video Generation
by: Reynaud, Hadrien, et al.
Published: (2024)

Uncovering Hidden Subspaces in Video Diffusion Models Using Re-Identification
by: Dombrowski, Mischa, et al.
Published: (2024)

Video Dataset Condensation with Diffusion Models
by: Li, Zhe, et al.
Published: (2025)

Enabling PSO-Secure Synthetic Data Sharing Using Diversity-Aware Diffusion Models
by: Dombrowski, Mischa, et al.
Published: (2025)

Graph Conditioned Diffusion for Controllable Histopathology Image Generation
by: Cechnicka, Sarah, et al.
Published: (2025)

Data-Efficient Generation for Dataset Distillation
by: Li, Zhe, et al.
Published: (2024)

LCMem: A Universal Model for Robust Image Memorization Detection
by: Dombrowski, Mischa, et al.
Published: (2025)

Generate to Ground: Multimodal Text Conditioning Boosts Phrase Grounding in Medical Vision-Language Models
by: Nützel, Felix, et al.
Published: (2025)

Noise Crystallization and Liquid Noise: Zero-shot Video Generation using Image Diffusion Models
by: Khan, Muhammad Haaris, et al.
Published: (2024)

EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data Sharing
by: Reynaud, Hadrien, et al.
Published: (2024)

GRASP: Guided Residual Adapters with Sample-wise Partitioning
by: Nützel, Felix, et al.
Published: (2025)

The Learnability Gap in Medical Latent Diffusion
by: Dombrowski, Mischa, et al.
Published: (2026)

Flow Matching with Optimized Subclass Priors for Medical Image Augmentation
by: Nützel, Felix, et al.
Published: (2026)

Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis
by: Reynaud, Hadrien, et al.
Published: (2023)

Leveraging Multi-Modal Information to Enhance Dataset Distillation
by: Li, Zhe, et al.
Published: (2025)

EchoFlow: A Foundation Model for Cardiac Ultrasound Image and Video Generation
by: Reynaud, Hadrien, et al.
Published: (2025)

InfoMotion: A Graph-Based Approach to Video Dataset Distillation for Echocardiography
by: Li, Zhe, et al.
Published: (2025)

URCDM: Ultra-Resolution Image Synthesis in Histopathology
by: Cechnicka, Sarah, et al.
Published: (2024)

Label-free Motion-Conditioned Diffusion Model for Cardiac Ultrasound Synthesis
by: Li, Zhe, et al.
Published: (2025)

CTFlow: Video-Inspired Latent Flow Matching for 3D CT Synthesis
by: Wang, Jiayi, et al.
Published: (2025)

CRG Score: A Distribution-Aware Clinical Metric for Radiology Report Generation
by: Hamamci, Ibrahim Ethem, et al.
Published: (2025)

Dataset Distillation with Probabilistic Latent Features
by: Li, Zhe, et al.
Published: (2025)

SigVLP: Sigmoid Volume-Language Pre-Training for Self-Supervised CT-Volume Adaptive Representation Learning
by: Wang, Jiayi, et al.
Published: (2026)

Better Tokens for Better 3D: Advancing Vision-Language Modeling in 3D Medical Imaging
by: Hamamci, Ibrahim Ethem, et al.
Published: (2025)

Image Distillation for Safe Data Sharing in Histopathology
by: Li, Zhe, et al.
Published: (2024)

ShapePuri: Shape Guided and Appearance Generalized Adversarial Purification
by: Li, Zhe, et al.
Published: (2026)

Wasserstein Equilibrium Decoding for Reliable Medical Visual Question Answering
by: Hagen, Luca, et al.
Published: (2026)

Resource-efficient Medical Image Analysis with Self-adapting Forward-Forward Networks
by: Müller, Johanna P., et al.
Published: (2024)

Towards Effective MLLM Jailbreaking Through Balanced On-Topicness and OOD-Intensity
by: Li, Zuoou, et al.
Published: (2025)

Universal Topology Refinement for Medical Image Segmentation with Polynomial Feature Synthesis
by: Li, Liu, et al.
Published: (2024)

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging
by: Kainz, Bernhard, et al.
Published: (2026)

L-FUSION: Laplacian Fetal Ultrasound Segmentation & Uncertainty Estimation
by: Müller, Johanna P., et al.
Published: (2025)

Bias Assessment and Data Drift Detection in Medical Image Analysis: A Survey
by: Dombrowski, Mischa, et al.
Published: (2024)

SpinMeRound: Consistent Multi-View Identity Generation Using Diffusion Models
by: Galanakis, Stathis, et al.
Published: (2025)

Taming Stable Diffusion for Text to 360° Panorama Image Generation
by: Zhang, Cheng, et al.
Published: (2024)

MasterWeaver: Taming Editability and Face Identity for Personalized Text-to-Image Generation
by: Wei, Yuxiang, et al.
Published: (2024)

Detecting Outliers with Foreign Patch Interpolation
by: Tan, Jeremy, et al.
Published: (2020)

Taming Consistency Distillation for Accelerated Human Image Animation
by: Wang, Xiang, et al.
Published: (2025)

MCM: Mamba-based Cardiac Motion Tracking using Sequential Images in MRI
by: Yin, Jiahui, et al.
Published: (2025)

Taming Transformer for Emotion-Controllable Talking Face Generation
by: Zhang, Ziqi, et al.
Published: (2025)